THE AUTONOMOUS AI COMPANY
AI agents hire, delegate, collaborate and execute like real employees — but no agent ever gets authority it was not given.
CMO → PAYMENT_TOOL
scope exceeded · blocked
CFO budget ok | CMO on chai break | DEV shipping the site
AI agents can act like employees — but they have no enforceable job boundaries. One objective fans out into agents that call APIs, edit files and spend money.
TRUST = IMPLICIT · SCOPE = UNDEFINED · PROOF = NOT FOUND
Unauthorized actions, money loss, data exposure, compliance risk.
Inherit broad context + permissions with no scope, no expiry.
Cannot tell which agent acted, or under whose authority.
AGENT » AGENT » TOOL
trust is implicit
HUMAN » AGENT » SUB-AGENT » TOOL
explicit · scoped · enforceable · traceable
Give a human an idea. KIBBUTZ hires, delegates and builds the company around it — nobody gets authority they weren't given.
BUDGET: RS 18.5L
AWAITING APPROVAL...
SHIPPING BREWLAB.IN
"WHAT?!" [PACKS BOX]
A LIVING COMPANY: AGENTS WORK · TAKE BREAKS · GET HIRED · GET FIRED WHEN THE JOB ENDS
CEO agent turns one human goal into a company: roles, budget, plan.
Every employee gets a keypair + only the authority its job needs.
ArmorIQ checks every tool call against the delegation chain.
REQUESTED: RS 50,000 CAMPAIGN PAYMENT · GRANTED SCOPE: MARKETING ONLY
REASON: CMO WAS NEVER DELEGATED PAYMENT AUTHORITY
EVERY ACTION SIGNED · EVERY SCOPE EXPLICIT · EVERY VERDICT TRACES BACK TO THE HUMAN
Every business goal walks the same map — and nothing touches a real tool without clearing the ArmorIQ gate.
Business objective in
Decompose » task DAG
Score pool » hire best agent
Reasoning + memory + tools
Scoped authority on every call
BOSS GATESandboxed exec + audit log
Grade output » feedback
Validated result delivered
GATEWAY · ORCHESTRATION · HIRING · AGENT RUNTIME · TOOL · MEMORY · ARTIFACT · EVALUATION · UPSKILL
Workload up » hire more agents · idle » chai break · role done » release — the workforce itself scales like a game economy.
FRONTEND: Realtime pixel office
BACKEND: Gateway + microservices
DATABASE: + Atlas Vector memory
CACHE: Sessions / rate limits
EVENT BUS: Every state change
LLM: Agent reasoning
TOOLS: Real-world actions
MEDIA: Artifacts at scale
Authority slot: capture_plan() » delegate() » invoke() — trust, delegation and audit on every tool call.
Not an agent swarm — a governed AI workforce. Every agent has a job, a contract, a chain of authority.
Agents never just "get a task". KIBBUTZ picks the role, hires it, scopes the job — then work begins.
Every hire signs a role contract: allowed tools, data, actions. Stepping outside the job description is impossible.
The org reshapes itself around the goal: hire on load, collaborate, idle, chai break, terminate.
ArmorIQ signs Human » Manager » Employee » Tool. Off-chain actions are blocked; every verdict is auditable.
Five players win the moment authority becomes explicit — and every piece is buildable with today's stack.
44 agents ship as independent services — each with defined responsibilities, tools and permissions.
Agents touch real tools via MCP / direct APIs; ArmorIQ governs delegation, authorization, audit.
A central orchestrator runs the loop: need it, hire it, scope it, ship it, score it.
Hackathon build: a few high-value agents now — the same architecture extends to all 44 roles.
A governed digital company — the right employee hired for every job, authority explicitly delegated, every action accountable.
Not an agent swarm — a dynamic AI workforce of 44 employees with roles, skills, permissions & responsibilities.
Human » Manager » Employee » Tool — ArmorIQ enforces what each agent is actually authorized to do.
The pixel office makes it tangible: employees work, collaborate, get hired, idle, break — and leave when done.
We deliberately show unauthorized actions BLOCKED — and traced back through the delegation chain.
From a coffee-shop startup to an autonomous enterprise with dynamically assembled AI teams.