# Armalo public product catalogue

Machine-readable JSON: /agents/portfolio.json

This surface contains public catalogue metadata only. Access describes how a
visitor can use a product; proof names the strongest verified public claim;
the flywheel stage names where the product sits in the studio's build,
launch, acquire, monetize, compound loop.

## Armalo App

- Slug: armalo-app
- Destination: https://app.armalo.ai
- Status: live
- Access: public
- Proof: public-live
- Flywheel stage: launch
- Last verified: 2026-07-20
- Category: Multiplayer business operations platform
- Year: 2026
- Tags: vibe coding, multiplayer, compass
- Audiences: Founders, Operators, Product teams, Enterprises
- Delivery modes: hosted, licensed
- Offer modes: pilot, team, enterprise
- Sales position: The collaborative workspace that learns your business and gets out of the way — vibe coding, agentic browser automation, and a Compass that turns your decisions into autonomy.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Armalo AI
- Platform: Armalo company operating system
- Action: Open a live workspace
- Description: A multiplayer AI workspace for planning, designing, building, monitoring, and scaling a business alongside agents that code, browse, and run commerce.
- Highlights:
  - No sign-up wall — visiting mints a live shared workspace with the agent already present.
  - Free Starter tier with bring-your-own keys; paid team and enterprise plans are live.
  - Compass: gated autonomy that learns your decisions; every action is bonded and reversible.

## Autonomous Business

- Slug: autonomous-business
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Business operations
- Year: 2026
- Tags: autonomy, company OS, Hermes
- Audiences: Solo founders, Small businesses, AI startups, Operators
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise, partner
- Sales position: Run more of the company through one accountable agent system: durable context, bounded authority, action receipts, and learning from real outcomes.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Armalo AI
- Platform: Armalo company operating system
- Action: Design a pilot
- Description: A governed company operating system that plans, builds, markets, sells, supports, and learns around an owner's goals.
- Highlights:
  - Turns company goals into owned missions and measurable outcomes.
  - Coordinates product, growth, sales, service, and operating work.
  - Keeps sensitive actions behind explicit authority and evidence.

## Managed Agent Workspaces

- Slug: managed-agent-workspaces
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Managed agent infrastructure
- Year: 2026
- Tags: teams, governance, Hermes
- Audiences: Small businesses, Operations teams, Agencies, IT leaders
- Delivery modes: hosted, custom-build, dfy, partner
- Offer modes: pilot, team, agency, enterprise, partner
- Sales position: Give a team one managed place to deploy role-specific agents, set authority, monitor work, and pay one clean invoice instead of operating a fleet of VPS instances.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Armalo AI
- Platform: Managed agent control plane
- Action: Design a team pilot
- Description: A governed team workspace for deploying specialized AI agents without making every employee manage infrastructure, keys, or billing.
- Highlights:
  - Create role-specific agents from centrally governed workspace templates.
  - Centralize identity, billing, audit, and gateway administration.
  - Keep agent authority and tenant data separated by workspace.

## Business Constraint Finder

- Slug: business-constraint-finder
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Business strategy
- Year: 2026
- Tags: strategy, diagnosis, evidence
- Audiences: Founders, Operators, Leadership teams
- Delivery modes: hosted, custom-build, dfy
- Offer modes: pilot, team, agency, enterprise
- Sales position: Replace generic advice with a focused diagnosis, visible evidence, and a testable next-step hypothesis.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Run a constraint review
- Description: An evidence-linked diagnostic that helps teams identify the operating constraint most worth testing next.
- Highlights:
  - Links each diagnosis to the evidence behind it.
  - Treats recommendations as hypotheses to be tested.
  - Keeps operational changes approval-gated.

## AI Forward Deployed Engineer

- Slug: ai-forward-deployed-engineer
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: AI engineering services
- Year: 2026
- Tags: AI FDE, implementation, operations
- Audiences: AI startups, Software companies, Small businesses, Brick-and-mortar operators
- Delivery modes: custom-build, dfy, partner, hosted
- Offer modes: pilot, team, agency, enterprise, partner
- Sales position: One accountable delivery team combines an embedded human engineer with bounded AI agents to find, build, prove, and transfer a production workflow.
- Commercial priority: 6
- Buyer hypothesis: Armalo hypothesis: companies will fund an accountable embedded engineer to move one valuable AI workflow from ambiguity into measured production.
- Research references: menlo-enterprise-ai-2025, mckinsey-state-ai-2025
- Owner: Not specified
- Platform: Not specified
- Action: Discuss an AI FDE pilot
- Description: A human-accountable AI engineering partner that embeds with your team to turn one valuable workflow into a reliable production system.
- Highlights:
  - Starts with one measurable workflow, not an open-ended AI transformation.
  - Pairs agent speed with human technical judgment and approval ownership.
  - Leaves behind tested software, evals, runbooks, and a clear operating owner.

## Software Engineering Copilot

- Slug: software-engineering-copilot
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: AI engineering services
- Year: 2026
- Tags: engineering, code, validation
- Audiences: Software teams, Product teams, Technical founders
- Delivery modes: custom-build, dfy, licensed, partner
- Offer modes: pilot, team, agency, enterprise, partner
- Sales position: Accelerate bounded engineering work while keeping repository context, tests, review, and promotion evidence legible.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Design an engineering pilot
- Description: A repository-scoped engineering copilot for planning, implementing, and validating bounded software changes.
- Highlights:
  - Works inside explicit repository and task boundaries.
  - Runs relevant tests and records the evidence.
  - Requires human review before merge or deploy.

## Agent Skill Library

- Slug: agent-skill-library
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Managed agent infrastructure
- Year: 2026
- Tags: skills, workflows, evaluation
- Audiences: Businesses, Agencies, Domain experts, Agent builders
- Delivery modes: hosted, custom-build, licensed, partner
- Offer modes: pilot, team, agency, enterprise, partner
- Sales position: Buy the operating knowledge and tested workflow—not a blank agent—through reusable skill packages tuned for a specific job and evidence standard.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Armalo AI
- Platform: Versioned agent skill registry
- Action: Scope a skill pack
- Description: Versioned, evaluated agent skills that package domain expertise, operating steps, safety boundaries, and proof requirements for repeatable work.
- Highlights:
  - Package domain expertise as inspectable, versioned agent skills.
  - Pair instructions with evaluations, permissions, and proof requirements.
  - Tune reusable packs for a company, agency, or vertical.

## Girl Math

- Slug: girl-math
- Destination: https://girl-math.armalo.ai
- Status: beta
- Access: public
- Proof: public-live
- Flywheel stage: launch
- Last verified: 2026-07-15
- Category: Travel
- Year: 2026
- Tags: award travel, points, research
- Audiences: Travel teams, Points communities
- Delivery modes: hosted, custom-build
- Offer modes: pilot, team, agency
- Sales position: A focused research surface that turns complicated award-travel decisions into a clearer buying conversation.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Armalo AI
- Platform: Public reference board
- Action: Browse Girl Math
- Description: An award-travel reference board for comparing points redemptions, transfer routes, and premium-cabin value.
- Highlights:
  - Browse reference sweet spots without an account.
  - Compare points cost with estimated cash value.
  - Sign in for personalized cards, balances, and route search.

## BYOK Agent Cloud

- Slug: byok-agent-cloud
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Managed agent infrastructure
- Year: 2026
- Tags: BYOK, orchestration, gateways
- Audiences: Agent operators, Small businesses, Agencies, Technical teams
- Delivery modes: hosted, custom-build, dfy, partner
- Offer modes: pilot, team, agency, enterprise, partner
- Sales position: Separate the managed platform fee from volatile model spend: customers bring their own model API key while Armalo manages orchestration, recovery, and gateway connections.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Armalo AI
- Platform: Managed BYOK agent control plane
- Action: Plan a BYOK pilot
- Description: A managed agent control plane with customer-supplied model keys, predictable platform pricing, backups, and messaging gateway integrations.
- Highlights:
  - Keep model usage on a customer-controlled model account.
  - Manage agent configuration, encrypted backup, and recovery centrally.
  - Connect approved messaging gateways without exposing server administration.

## Hermes Revenue Agents

- Slug: hermes-revenue-agents
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Revenue operations
- Year: 2026
- Tags: sales, appointments, Hermes
- Audiences: High-ticket teams, Agencies, Operators
- Delivery modes: custom-build, dfy, licensed, partner
- Offer modes: pilot, team, agency, enterprise, commission
- Sales position: A reliable revenue-agent layer for businesses that need more qualified conversations without paying human labor rates for every repetitive touch.
- Commercial priority: 1
- Buyer hypothesis: Armalo hypothesis: high-ticket teams will pay first for a governed revenue system that creates more qualified conversations and preserves the handoff evidence.
- Research references: ai-acquisition-services-2025, client-acquisition-build-release, mckinsey-state-ai-2025
- Owner: Armalo AI
- Platform: Dedicated Hermes Agent workflows
- Action: Request a pilot
- Description: Dedicated Hermes agents for high-ticket lead qualification, appointment setting, calendar coordination, dialing, and sales handoff.
- Highlights:
  - Qualify high-intent leads against a defined buying rubric.
  - Coordinate calendars and hand off booked opportunities with context.
  - Support dialing, follow-up, and closing workflows with human approval where required.

## Voice Customer Service Assistant

- Slug: voice-customer-service
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Customer service
- Year: 2026
- Tags: voice, support, operations
- Audiences: Service businesses, Support teams, Agencies
- Delivery modes: hosted, custom-build, dfy
- Offer modes: pilot, team, agency, enterprise, commission
- Sales position: Sell the outcome: fewer repetitive calls, faster response, and a service experience that still knows when to hand off.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Request a conversation
- Description: A voice-first service desk assistant for answering routine questions, routing intent, and escalating the moments that need a human.
- Highlights:
  - Answers recurring customer questions in a natural voice.
  - Routes complex or sensitive moments to the right human.
  - Can be packaged for one team or rolled out across locations.

## AI Customer Service Desk

- Slug: ai-customer-service-desk
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Customer service
- Year: 2026
- Tags: support, service, omnichannel
- Audiences: Support teams, Operations teams, Service businesses, Agencies
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise
- Sales position: Buy one policy, knowledge, routing, and reporting layer across service channels, or start with a single channel module and expand after proof.
- Commercial priority: 2
- Buyer hypothesis: Armalo hypothesis: support teams will buy one accountable service layer when it lowers routine workload without hiding customer risk or unresolved work.
- Research references: mckinsey-state-ai-2025, menlo-enterprise-ai-2025
- Owner: Armalo AI
- Platform: Dedicated Hermes Agent workflows
- Action: Design a service pilot
- Description: One governed service desk for answering, routing, drafting, and escalating customer demand across approved channels.
- Highlights:
  - Answers routine questions from approved company sources.
  - Routes exceptions, urgency, sentiment, and sensitive cases to people.
  - Unifies email, SMS, voice, and WhatsApp modules under one service record.

## SMS Customer Service Assistant

- Slug: sms-customer-service
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Customer service
- Year: 2026
- Tags: sms, support, retention
- Audiences: Local businesses, Service teams, Agencies
- Delivery modes: hosted, custom-build, dfy
- Offer modes: pilot, team, agency, commission
- Sales position: A simple wedge for teams that need faster follow-up without asking customers to learn another app.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Request a conversation
- Description: A text-message assistant for updates, reminders, triage, and lightweight customer support that meets people in the channel they already use.
- Highlights:
  - Handles common questions and status updates by text.
  - Keeps escalation and approval boundaries explicit.
  - Works as a focused pilot or a repeatable agency offer.

## WhatsApp Customer Service Assistant

- Slug: whatsapp-customer-service
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Customer service
- Year: 2026
- Tags: whatsapp, support, conversation
- Audiences: International teams, Commerce brands, Agencies
- Delivery modes: hosted, custom-build, dfy, partner
- Offer modes: pilot, team, agency, enterprise
- Sales position: Use the channel customers already trust, then make the operational handoff visible and manageable.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Request a conversation
- Description: A WhatsApp-native assistant for customer questions, qualification, scheduling, and human handoff in high-context conversations.
- Highlights:
  - Supports conversational service and lead qualification.
  - Can preserve context across a longer customer journey.
  - Designed for reusable agency packaging by market or vertical.

## Email Customer Service Assistant

- Slug: email-customer-service
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Customer service
- Year: 2026
- Tags: email, support, workflow
- Audiences: Support teams, Operations teams, Agencies
- Delivery modes: hosted, custom-build, dfy
- Offer modes: pilot, team, agency, enterprise, commission
- Sales position: Turn a crowded support inbox into a calmer queue without pretending every reply should be automated.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Request a conversation
- Description: An email operations assistant for drafting, classifying, summarizing, and routing customer conversations with a clear review boundary.
- Highlights:
  - Groups recurring requests and surfaces the next action.
  - Drafts responses in the organization’s approved voice.
  - Leaves sensitive or ambiguous messages for human review.

## Hermes AI CRM

- Slug: hermes-ai-crm
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Revenue operations
- Year: 2026
- Tags: CRM, pipeline, automation
- Audiences: Sales teams, Agencies, Founders
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise
- Sales position: A CRM built around agent work and accountable state changes, so automation produces a usable operating record instead of a pile of untracked messages.
- Commercial priority: 4
- Buyer hypothesis: Armalo hypothesis: founders and sales teams will buy a CRM when agent work, human approvals, follow-up, and revenue evidence share one accountable record.
- Research references: ai-acquisition-services-2025, mckinsey-state-ai-2025
- Owner: Armalo AI
- Platform: Armalo company operating system
- Action: Request a pilot
- Description: An AI CRM layer that keeps lead context, pipeline state, outreach approvals, follow-ups, and revenue evidence in one operating loop.
- Highlights:
  - Keep lead identity, status, assignment, and activity connected.
  - Route sensitive outreach through explicit approval and delivery states.
  - Give revenue agents the context they need to act without inventing facts.

## Personal Finance AI Assistant

- Slug: personal-finance-assistant
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Personal finance
- Year: 2026
- Tags: finance, planning, education
- Audiences: Consumers, Financial educators, Fintech teams
- Delivery modes: hosted, custom-build, licensed, dfy
- Offer modes: pilot, team, enterprise, partner
- Sales position: Position clarity and education first; personalized financial actions require explicit product and compliance boundaries.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Request a conversation
- Description: A personal finance assistant for organizing questions, explaining trade-offs, and turning a messy money picture into a clearer next step.
- Highlights:
  - Explains financial concepts in plain language.
  - Organizes goals, questions, and planning conversations.
  - Can be tuned for education, guidance, or a partner workflow.

## Proposal Generator

- Slug: proposal-generator
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Revenue operations
- Year: 2026
- Tags: proposals, sales, documents
- Audiences: Agencies, Consultancies, Freelancers, Sales teams
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise
- Sales position: Move from discovery to a buyer-ready proposal faster while keeping scope, pricing, claims, and acceptance under accountable review.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Armalo AI
- Platform: Dedicated Hermes Agent workflows
- Action: Request a pilot
- Description: A proposal workflow agent that turns approved deal context into reviewable scope, pricing, proof, and next steps without inventing commercial terms.
- Highlights:
  - Builds drafts from approved CRM, discovery, offer, and proof sources.
  - Keeps scope, pricing, claims, and terms visible for accountable review.
  - Tracks versions, buyer engagement, acceptance, and fulfillment handoff.

## Invoice Chaser

- Slug: invoice-chaser
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Accounts receivable
- Year: 2026
- Tags: invoicing, collections, cash flow
- Audiences: Freelancers, Agencies, Professional services firms, Finance teams
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise
- Sales position: Recover time and cash without turning every overdue invoice into an awkward manual chase or an unreviewed automated threat.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Armalo AI
- Platform: Dedicated Hermes Agent workflows
- Action: Request a pilot
- Description: A policy-aware receivables agent that follows up on overdue invoices, preserves customer context, and escalates disputes or sensitive cases for review.
- Highlights:
  - Prioritizes overdue work from approved invoice and customer state.
  - Drafts or schedules policy-based reminders with escalation boundaries.
  - Tracks replies, disputes, promises, and payment evidence before closing work.

## Finance Operations Assistant

- Slug: finance-operations-assistant
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Finance operations
- Year: 2026
- Tags: finance, reconciliation, operations
- Audiences: Finance teams, Accounting teams, Operations teams
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise, partner
- Sales position: Reduce repetitive finance preparation while keeping approvals, system authority, and segregation of duties explicit.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Design a finance pilot
- Description: A finance workflow assistant that prepares AP, AR, reconciliation, and close work for accountable human review.
- Highlights:
  - Prepares and reconciles records for review.
  - Surfaces discrepancies with source context.
  - Keeps payment authority outside the assistant.

## AI Attribution & Remarketing

- Slug: ai-attribution-remarketing
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Marketing intelligence
- Year: 2026
- Tags: attribution, remarketing, growth
- Audiences: Paid-growth teams, Ecommerce brands, SaaS companies, Agencies
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise, partner
- Sales position: Show which journeys create valuable customers, then use approved context to improve targeting and follow-up without inventing attribution certainty.
- Commercial priority: 7
- Buyer hypothesis: Armalo hypothesis: paid-growth teams will buy cleaner revenue attribution and behavior-aware follow-up when every recommendation remains traceable.
- Research references: hyros-attribution-remarketing, mckinsey-state-ai-2025
- Owner: Armalo AI
- Platform: Armalo growth intelligence
- Action: Design an attribution pilot
- Description: A paid-growth intelligence layer that connects customer journeys to revenue and turns approved behavior into accountable follow-up.
- Highlights:
  - Connects campaign, journey, conversion, and customer-value evidence.
  - Explains which spend to investigate, protect, or reduce.
  - Creates behavior-aware follow-up inside consent and channel policy.

## Hermes Financial Adviser

- Slug: hermes-financial-adviser
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Financial Intelligence
- Year: 2026
- Tags: finance, research, decision-support
- Audiences: Operators, Investors, Finance teams
- Delivery modes: custom-build, licensed, partner
- Offer modes: pilot, team, enterprise
- Sales position: A disciplined financial intelligence layer that turns market and operating inputs into traceable scenarios and decisions, with suitability and execution boundaries kept explicit.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Armalo AI
- Platform: Dedicated Hermes Agent workflows
- Action: Request a pilot
- Description: A dedicated Hermes financial decision-support agent for research, monitoring, scenario analysis, and disciplined human-reviewed action.
- Highlights:
  - Research markets, positions, and operating assumptions with cited inputs.
  - Compare scenarios, risks, and constraints before a decision is made.
  - Keep execution and regulated advice behind human and product controls.

## Personal Tutor Assistant

- Slug: personal-tutor
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Learning
- Year: 2026
- Tags: tutor, learning, education
- Audiences: Learners, Families, Schools, Education companies
- Delivery modes: hosted, custom-build, licensed, dfy
- Offer modes: pilot, team, enterprise, partner
- Sales position: Sell the personalized learning loop: explain, practice, notice confusion, and try again.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Request a conversation
- Description: A patient tutor assistant that adapts explanations, practice, and feedback to the learner instead of serving the same lesson to everyone.
- Highlights:
  - Adjusts explanations to a learner’s current context.
  - Turns questions into practice instead of one-off answers.
  - Can be packaged for a family, classroom, or education brand.

## AI Lead Generation

- Slug: ai-lead-generation
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Revenue operations
- Year: 2026
- Tags: prospecting, research, sales
- Audiences: B2B companies, Agencies, High-ticket teams, Founders
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise, commission
- Sales position: Replace brittle list buying with an evidence-bearing prospecting loop that shows why each account fits and what should happen next.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Armalo AI
- Platform: Autonomous Business revenue workforce
- Action: Design a lead pilot
- Description: A research and prospecting agent that turns an ideal-customer profile into sourced, scored, and reviewable opportunities.
- Highlights:
  - Builds prospect lists from an explicit ideal-customer profile.
  - Preserves sources, fit reasons, uncertainty, and exclusions.
  - Hands approved opportunities to qualification and outreach.

## AI Qualifier

- Slug: ai-qualifier
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Revenue operations
- Year: 2026
- Tags: qualification, pipeline, sales
- Audiences: B2B companies, Agencies, Sales teams, Service businesses
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise, commission
- Sales position: Give salespeople fewer dead-end conversations and a defensible reason each opportunity should advance, nurture, or stop.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Armalo AI
- Platform: Autonomous Business revenue workforce
- Action: Design a qualifier pilot
- Description: A qualification agent that tests fit, urgency, authority, and next-step readiness against the seller's actual rubric.
- Highlights:
  - Applies a buyer-owned fit and readiness rubric.
  - Captures unknowns instead of inventing qualification evidence.
  - Routes qualified, nurture, disqualified, and human-review outcomes.

## AI Setter

- Slug: ai-setter
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Revenue operations
- Year: 2026
- Tags: appointments, outreach, sales
- Audiences: High-ticket teams, Agencies, Sales teams, Local services
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise, commission
- Sales position: Turn qualified interest into attended conversations through timely, contextual follow-up instead of generic calendar-link spam.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Armalo AI
- Platform: Autonomous Business revenue workforce
- Action: Design a setter pilot
- Description: An appointment-setting agent that follows up with qualified prospects, resolves scheduling friction, and records the handoff.
- Highlights:
  - Works from qualified context and an approved outreach policy.
  - Coordinates availability, timezone, confirmation, and rescheduling.
  - Records booked, declined, opted-out, no-response, and attended states.

## AI Dialer

- Slug: ai-dialer
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Revenue operations
- Year: 2026
- Tags: voice, calling, sales
- Audiences: High-ticket teams, Local services, Agencies, Sales teams
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise, commission
- Sales position: Make every permitted call timely and accountable, with a bounded script, clear escalation, and a complete disposition after the conversation.
- Commercial priority: 3
- Buyer hypothesis: Armalo hypothesis: call-based businesses will buy faster lead response and qualification when consent, scripts, transfers, and outcomes remain inspectable.
- Research references: client-acquisition-build-release, mckinsey-state-ai-2025
- Owner: Armalo AI
- Platform: Autonomous Business revenue workforce
- Action: Design a dialer pilot
- Description: A voice agent for approved calls, fast lead response, structured discovery, disposition capture, and live human handoff.
- Highlights:
  - Calls only within configured consent, timing, and jurisdiction rules.
  - Handles discovery and objections inside a bounded authority envelope.
  - Transfers sensitive or high-intent conversations with full context.

## AI Salesman

- Slug: ai-salesman
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Revenue operations
- Year: 2026
- Tags: sales, closing, pipeline
- Audiences: High-ticket teams, Agencies, Founders, Sales teams
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise, commission
- Sales position: Add selling capacity without surrendering control of claims, pricing, discounts, contracts, or the customer relationship.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Armalo AI
- Platform: Autonomous Business revenue workforce
- Action: Design a sales pilot
- Description: A full-cycle sales agent that carries verified context from discovery through objection handling, proposal, and bounded close.
- Highlights:
  - Maintains one evidence-backed opportunity brief across the cycle.
  - Handles approved discovery, objections, follow-up, and proposal drafts.
  - Escalates discounts, promises, contracts, and novel commitments.

## AI Stylist

- Slug: ai-stylist
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Personal style
- Year: 2026
- Tags: style, wardrobe, shopping
- Audiences: Consumers, Personal stylists, Retailers, Fashion brands
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise
- Sales position: Sell a clearer path from what someone owns and likes to what they can wear or buy next, with a white-label path for commerce partners.
- Commercial priority: 10
- Buyer hypothesis: Armalo hypothesis: shoppers and commerce partners will pay for trusted personalization that turns taste, context, and inventory into fewer better choices.
- Research references: a16z-ai-shopping-2025, menlo-consumer-ai-2025
- Owner: Not specified
- Platform: Not specified
- Action: Request a conversation
- Description: A personal style concierge that learns wardrobe context and preferences, assembles outfits, and narrows shopping choices without taking over the final decision.
- Highlights:
  - Builds outfit ideas from wardrobe, occasion, and preference context.
  - Turns broad shopping intent into a focused, explainable shortlist.
  - Can be packaged for stylists, retailers, and fashion brands.

## Lead Recovery Operator

- Slug: lead-recovery-operator
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Revenue operations
- Year: 2026
- Tags: recovery, follow-up, sales
- Audiences: Sales teams, Revenue teams, Service businesses, Agencies
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise, commission
- Sales position: Recover value from consented, already-known leads with traceable follow-up and a firm boundary around contact authority.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Design a recovery pilot
- Description: A governed follow-up operator for already-known leads whose conversations stalled before a clear next step.
- Highlights:
  - Works only with consented or authorized contacts.
  - Enforces opt-out and a non-discriminatory rubric.
  - Requires send approval and will not fabricate evidence.

## Legal Advice Assistant

- Slug: legal-advice-assistant
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Legal workflows
- Year: 2026
- Tags: legal, research, documents
- Audiences: Legal teams, Businesses, Legal-tech companies, Agencies
- Delivery modes: custom-build, licensed, dfy, partner
- Offer modes: pilot, team, enterprise, partner
- Sales position: A Harvey-like workflow wedge: make legal work easier to prepare and review, never blur assistance into unauthorized practice.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Request a conversation
- Description: A legal-workflow assistant for research, issue spotting, document explanation, and preparation with careful limits around professional advice.
- Highlights:
  - Summarizes and compares approved legal materials.
  - Surfaces questions and issues for qualified review.
  - Supports firm, in-house, and partner-specific workflows.

## AI Digital Product Studio

- Slug: ai-digital-product-studio
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Creator commerce
- Year: 2026
- Tags: creators, education, products
- Audiences: Creators, Educators, Experts, Agencies
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, commission, partner
- Sales position: Turn real expertise into a coherent product and launch system without replacing the expert, borrowing trust carelessly, or fabricating demand.
- Commercial priority: 8
- Buyer hypothesis: Armalo hypothesis: creators and experts will buy a joined research, packaging, launch, and delivery workflow when it protects their voice and trust.
- Research references: monetise-product-terms, mckinsey-state-ai-2025
- Owner: Armalo AI
- Platform: Dedicated Hermes Agent workflows
- Action: Design a product sprint
- Description: A product system for turning approved expertise and audience evidence into a course, guide, community, or coaching offer.
- Highlights:
  - Finds repeated audience problems in approved research and content.
  - Structures curriculum, assets, delivery, and a proof-of-value pilot.
  - Supports direct sales, agency delivery, partnerships, or revenue share.

## Marketing Campaign Studio

- Slug: marketing-campaign-studio
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Marketing production
- Year: 2026
- Tags: marketing, creative, governance
- Audiences: Marketing teams, Creative teams, Agencies
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise
- Sales position: Increase campaign production capacity while keeping claims, rights, publication, and spend under accountable control.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Design a campaign pilot
- Description: A governed campaign studio for producing creative variants, launch assets, and review-ready marketing packages.
- Highlights:
  - Builds review-ready campaign variants from an approved brief.
  - Keeps claim substantiation attached to the work.
  - Flags copyright and likeness questions before release.

## Expert Knowledge Assistant

- Slug: expert-knowledge-assistant
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Knowledge products
- Year: 2026
- Tags: knowledge, advisor, education
- Audiences: Experts, Educators, Membership businesses, Advisory firms
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise, partner
- Sales position: Package a trusted body of work as a useful advisor with citations, identity boundaries, update ownership, and a clear route to the human expert.
- Commercial priority: 9
- Buyer hypothesis: Armalo hypothesis: experts and education businesses will buy an interactive advisor when it extends trusted knowledge without impersonation or unsupported advice.
- Research references: acquisition-acq-ai, monetise-product-terms
- Owner: Armalo AI
- Platform: Dedicated Hermes Agent workflows
- Action: Design a knowledge pilot
- Description: A source-grounded advisor that makes an expert's approved books, lessons, frameworks, and decisions available as an interactive product.
- Highlights:
  - Answers from an approved, versioned source library.
  - Shows sources, uncertainty, and the boundary of the expert's material.
  - Routes consequential or novel questions to a qualified person.

## Document Operations Agent

- Slug: document-operations-agent
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Business operations
- Year: 2026
- Tags: documents, operations, review
- Audiences: Operations teams, Finance teams, Service firms
- Delivery modes: hosted, custom-build, dfy, licensed
- Offer modes: pilot, team, agency, enterprise
- Sales position: Turn recurring document handling into a traceable workflow without hiding uncertainty or bypassing the people accountable for exceptions.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Design a document pilot
- Description: A document workflow agent that extracts, validates, and routes business data while making uncertainty and exceptions visible.
- Highlights:
  - Extracts fields only from authorized source documents.
  - Preserves citations, provenance, and field confidence.
  - Routes exceptions and low-confidence work to human review.

## Internal Knowledge Assistant

- Slug: internal-knowledge-assistant
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Business operations
- Year: 2026
- Tags: knowledge, operations, enterprise
- Audiences: Companies, Operations teams, Agencies
- Delivery modes: hosted, custom-build, licensed, dfy
- Offer modes: pilot, team, agency, enterprise
- Sales position: A practical first agent for organizations that need their own knowledge to become usable without becoming public.
- Commercial priority: 5
- Buyer hypothesis: Armalo hypothesis: operations teams will pay to make approved company knowledge answerable when permissions, citations, ownership, and freshness stay visible.
- Research references: menlo-enterprise-ai-2025, mckinsey-state-ai-2025
- Owner: Not specified
- Platform: Not specified
- Action: Request a conversation
- Description: A private knowledge assistant that helps teams find answers, understand decisions, and work from the source material they already own.
- Highlights:
  - Answers from an organization’s approved source material.
  - Makes ownership and freshness part of the workflow.
  - Can start narrow and expand across teams.

## Clinical Documentation Assistant

- Slug: clinical-documentation-assistant
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Healthcare operations
- Year: 2026
- Tags: clinical, documentation, review
- Audiences: Clinical teams, Healthcare operations teams
- Delivery modes: custom-build, licensed, dfy, partner
- Offer modes: pilot, team, enterprise, partner
- Sales position: Reduce documentation burden without moving clinical judgment, patient privacy, or chart accountability away from qualified people.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Discuss a bounded pilot
- Description: A privacy-bounded assistant that prepares clinical documentation for accountable clinician review.
- Highlights:
  - Prepares drafts for clinician review.
  - Keeps patient privacy controls central to delivery.
  - Cannot diagnose, prescribe treatment, or finalize charts.

## Automated Trading Agent

- Slug: trading-agent
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Capital intelligence
- Year: 2026
- Tags: trading, research, automation
- Audiences: Traders, Funds, Fintech teams, Research groups
- Delivery modes: custom-build, licensed, partner
- Offer modes: pilot, team, enterprise, partner
- Sales position: Lead with research discipline and team visibility; live execution is a separate, authorization-heavy product decision.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Request a conversation
- Description: A trading-research and automation assistant for monitoring signals, testing hypotheses, and making decision context more legible.
- Highlights:
  - Organizes market research and scenario analysis.
  - Can begin with paper or shadow workflows.
  - Keeps execution authority separate from research assistance.

## Revenue Intelligence Platform

- Slug: revenue-intelligence-platform
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Data intelligence
- Year: 2026
- Tags: revenue, attribution, measurement
- Audiences: Revenue teams, Marketing teams, Operators, Agencies
- Delivery modes: hosted, custom-build, licensed, dfy
- Offer modes: pilot, team, agency, enterprise, partner
- Sales position: Make revenue signals easier to inspect while separating directional attribution from experimentally verified incrementality.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Design a measurement pilot
- Description: A revenue measurement layer that connects consented events, attribution, and outcome review without overstating causality.
- Highlights:
  - Uses first-party or consented data.
  - Labels observed and modeled attribution clearly.
  - Keeps budget changes under human approval.

## Sports Betting Intelligence Agent

- Slug: sports-betting-agent
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Sports intelligence
- Year: 2026
- Tags: sports, research, odds
- Audiences: Sports fans, Research groups, Media companies, Data teams
- Delivery modes: hosted, custom-build, licensed, partner
- Offer modes: pilot, team, enterprise, partner
- Sales position: Sell the quality of the research loop and the visibility of assumptions, not certainty or guaranteed outcomes.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Request a conversation
- Description: A sports research assistant for comparing information, tracking assumptions, and making a betting thesis easier to inspect.
- Highlights:
  - Compares evidence and assumptions around a sports thesis.
  - Makes uncertainty visible instead of hiding it.
  - Can be packaged for research, media, or fan communities.

## AI Agency Operating System

- Slug: agency-ai-workbench
- Destination: Unavailable
- Status: planned
- Access: unavailable
- Proof: not-yet-proven
- Flywheel stage: build
- Last verified: 2026-07-15
- Category: Agency infrastructure
- Year: 2026
- Tags: agencies, white-label, delivery
- Audiences: Agencies, Consultancies, Service firms
- Delivery modes: hosted, custom-build, dfy, partner
- Offer modes: pilot, agency, enterprise, commission
- Sales position: Package reusable software as a fixed installation or managed operation while keeping every client's authority and delivery evidence separate.
- Commercial priority: Not prioritized
- Buyer hypothesis: Not prioritized
- Research references: None
- Owner: Not specified
- Platform: Not specified
- Action: Request a conversation
- Description: Reusable software for agencies to install, configure, and operate governed AI services across client accounts.
- Highlights:
  - Supports reusable software and fixed installation packages.
  - Adds managed operation without blurring tenant isolation.
  - Keeps client-owned permissions and acceptance tests visible.
