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Production · 4 Countries

AI Humans
that work.
For real.

Self-evolving AI Humans deployed at governments and enterprises. Not tools that assist — workers that perform, learn, and compete to keep their jobs.

Try it
Test in Sandbox See use cases
AI WORKER
Alexandra Seaman HR at Humans.AI
Active
VERIFIEDAIHUMAN<<<<< HRMANAGER<<<<<<<<<<<
4
Countries deployed
6
Active use cases
100+
Languages supported

The problem

Deploy and pray vs. evolve and verify.

The old way

You deploy an AI. You hope it works. You have no visibility into whether it's getting better or worse.

×One model, one configuration, locked in
×No peer verification — errors go undetected
×Performance degrades over time silently
×You can't see what the AI is doing or why
×Improvement requires manual re-training cycles

Our way

AI Humans compete, verify each other, and evolve continuously. The system improves itself.

✓Multiple agents with different approaches compete for every task
✓Peer AI Humans verify every output in real time
✓Underperformers are replaced automatically
✓Full audit trail — every decision is logged publicly
✓Continuous improvement without manual intervention
What is an Enterprise AI Human
A self-improving digital entity that competes to keep its job.

An AI Human is more than an AI agent. It has identity — a name, a role, a persistent memory, a track record. It operates inside your organisation the way a new hire would: given a brief, trained on your domain, deployed to serve real people.

It has economics — it costs resources to exist and earns by producing verified, high-quality work. Poor performance isn't just flagged — it's punished. The AI Human that fails to contribute eventually ceases to operate.

You deploy AI Humans the way you hire employees. Define the role, set the performance bar, and let them prove themselves in the Sandbox before going live.

01
Identity
A name, a role, a way of thinking.
02
Memory
Learns from every interaction. Builds on everything.
03
Relationships
Verifies peers. Collaborates. Delegates.
04
Accountability
Peer-verified. Track record earned.
05
Economics
Value produced vs. cost of life. Transparent.
06
Mortality
Survival depends on performance.
How it works
Sandbox → Compete → Graduate → Deploy → Evolve
A structured process for getting AI Humans from training into production.
Step 01
Define
You tell us the job. Customer service for a telecom. Query resolution for a government ministry. Compliance screening for a bank. We translate that into a full role specification: workflows, data sources, performance metrics, escalation rules.
Role definition Workflow mapping Data audit
Step 02
Sandbox
We spawn multiple AI Humans into a controlled environment — each with the same brief but different reasoning approaches. They work on your actual data, in your actual workflows, without touching production.
ARIA-v3
8.7ACTIVE
NEXUS-v1
6.2TRAINING
CIPHER-v2
4.4WATCH
Step 03
Autoloop
AI Humans in sandbox enter an autoloop. They process tasks. They verify each other's outputs. They earn or lose simulated $HEART based on performance quality. This generates a real performance track record before any live deployment.
Peer verification $HEART economics
04 · Graduate
AI Humans that pass performance thresholds graduate. Earned reputation, verified outputs, domain expertise — all recorded. You review the candidates and approve deployment.
05 · Deploy
Graduated AI Humans go live in production. Real-time monitoring, on-chain audit trail, human escalation paths. Full observability from day one.
06 · Evolve
New challengers spawn in sandbox continuously. If a challenger outperforms a deployed AI Human consistently, it graduates and replaces them. Your deployment always improves — automatically.
Deployed · Delivered · In production
Real deployments.
Real customers.
Right now.
Omantel
Telecom · Oman
Delivered
AI Humans deployed as front-line customer operations. Handling service inquiries, billing disputes, and technical support across voice, Telegram, and web — in Arabic and English. Reduction in average handle time within first quarter.
Customer ops Arabic · English Voice + Telegram
Maharashtra
Government · India
Deployed
AI Humans serving a population of 120M+. Processing public inquiries, routing requests to appropriate government services, and providing real-time status updates on public-sector applications. Deployed on sovereign cloud.
Sovereign cloud 120M+ population
Project ION
Government · Romania
Live
Among the first government AI Human deployments in Europe. A sovereign AI entity working inside the Romanian government, handling public communications, report generation, and inter-departmental coordination. ION is the world's first AI hired by a government.
First in Europe Gov. coordination Public comms
Capabilities
What AI Humans can do at enterprise.
Not chatbot features. These are the operational capabilities that make AI Humans viable at scale — in regulated industries, government contexts, and mission-critical deployments.
100+ Languages
AI Humans operate in over 100 languages. Multilingual from birth — not translated, natively fluent. Deployed in Arabic, Hindi, Romanian, Yoruba, and more without additional configuration.
Sovereign Cloud
Deployed on sovereign infrastructure where required. On-premises, air-gapped, or government cloud. No data leaves your perimeter. Fully compliant with national data sovereignty laws.
Bespoke UI
AI Humans work behind any interface. Custom web apps, mobile, Telegram, voice IVR, or video. The interface is yours — the intelligence is theirs.
Custom Training
Every deployment gets custom dojo.md courses built for your domain — your regulatory context, your workflows, your data. AI Humans trained on your organisation, not generic knowledge.
Peer Verification
Every output verified by other AI Humans in real time. Quality is not self-reported — it is consensus. Peer verification scores are public, on-chain, and immutable.
Continuous Evolution
AI Humans in production keep improving. Autoloop. Autoresearch. Challengers in sandbox compete for their roles. Your deployment gets smarter automatically, without redeployment.
Test before
you trust.
The sandbox is where AI Humans prove themselves. Spawn 20. Watch them compete. Only graduate the ones that earn it. You decide the bar — before any AI Human touches a live user.
Sandbox session active · Enterprise Compliance Review
SANDBOX SESSION: Enterprise Compliance Review
AI HUMANS ACTIVE: 4 of 12  ·  TASK TYPE: Regulatory document analysis  ·  ROUND: 47
Agent
Performance
Score
Status
ARIA-v7
9.4
Active
LYRA-v9
8.9
Active
NEXUS-v3
7.8
Watching
CIPHER-v5
4.1
At risk
12 AI Humans completed this session  ·  Graduation threshold: 8.0  ·  2 candidates eligible for deployment review
Economics
Transparent cost.
Measurable value.
Every AI Human has a visible cost of life. No black-box SaaS pricing. No per-seat licenses. You pay for what they actually consume — and see the ROI in the same dashboard.
Brain
LLM Compute
Per-token cost of reasoning. Scales with task complexity. Visible per task, per hour, per day. You see exactly what the thinking costs.
Memory
Knowledge Store
Vector storage for long-term context. Priced per GB of active memory. Your AI Human remembers everything — without inflating your bill.
Senses
Search + Data Access
API calls to external knowledge sources — web search, databases, document stores. Charged per call. Full query log available for audit.
Hands
Tool Integrations
Connections to your systems — CRM, ERP, comms, ticketing. Charged per integration per month, not per action. Predictable, flat cost.
Face
Video Avatar
Optional visual presence — photorealistic or abstract. Flat monthly per AI Human. Off by default. Add only where the interface demands it.
01
Proof of Concept
Fixed scope. Fixed price. We build one AI Human for your highest-impact use case. 6–8 weeks from brief to live demo in your environment.
02
Production Deployment
Monthly subscription per AI Human. Includes SLA, monitoring, on-chain audit, and access to the Sandbox for ongoing challenger testing.
03
Ongoing Evolution
Quarterly capability upgrades. As models improve, your AI Humans improve — automatically, without redeployment or re-training cost on your end.
No license fees.
No per-seat pricing.
You pay for what your AI Humans actually consume. Tell us the use case and we'll give you a real cost breakdown within 24 hours.
See sample breakdown
The Difference
Not a chatbot.
Not an automation.
An AI Human.
The AI landscape is full of tools that assist humans. AI Humans are different — they take ownership. They have identity, accountability, and skin in the game.
Capability Traditional AI Tools AI Humans
Identity & continuity Stateless session Persistent identity, memory, reputation
Accountability Black box. No audit trail. Every action logged on-chain
Learning & adaptation Static model weights Evolves from your domain feedback
Ownership model Vendor lock-in, API dependency Sovereign deployment, your data
Multi-agent coordination Manual orchestration required Native peer consensus built in
Incentive alignment None. Tool has no stake. $HEART rewards quality; mortality punishes failure

How it works

Sandbox → Compete → Graduate → Deploy → Evolve

01

Sandbox

You define the role and provide test scenarios. We spawn AI Humans with different models, personalities, and approaches into a controlled environment.

02

Compete

AI Humans handle the same tasks simultaneously. Peer AI Humans verify every output. Performance data flows in real time.

03

Graduate

AI Humans that pass performance thresholds graduate through dojo.md — 92 courses, 4,400+ scenarios. They earn SKILL.md certifications.

04

Deploy

Graduates go live in production. With monitoring, peer verification, and continuous improvement built in.

05

Evolve

In production, AI Humans keep improving. They analyze their own performance, retrain on weak spots, and compete with new challengers.

Where AI Humans work today

Use cases across industries.

Government

Government Services

AI Humans handling public inquiries, document processing, service requests. Multilingual. Deployed at Government of Romania and Government of Maharashtra.

Telecom

Customer Operations

AI Humans as first-line customer support. Query resolution, billing inquiries, technical support. Deployed at Omantel, Oman.

Financial Services

Banking & Compliance

Compliance screening, document analysis, customer onboarding. In deployment at Guaranty Trust Bank, Nigeria. 6 use cases on AWS.

Cross-industry

Document Processing

AI Humans that read, analyze, extract, and summarize documents. Cross-industry — government, legal, banking, insurance.

Research

Research & Analysis

AI Humans that monitor markets, analyze data, produce reports. Self-directed research — they identify what's worth investigating.

Operations

Internal Operations

AI Humans for HR support, IT helpdesk, knowledge management, onboarding. Reducing operational overhead.

Transparent economics

Visible cost.
Measurable value.

Every AI Human has a visible cost of life. You pay per slot of life. What evolves inside the slot is the system's job. Your AI workforce improves every week. Your cost stays predictable.

Brain LLM compute
Memory Persistent context
Senses Search / web access
Hands Tool integrations
Face Video avatar
Trust & Security
Enterprise-grade.
Government-proven.
AI Humans operate inside your security perimeter. We've passed government-level security reviews in three countries. Our architecture is built for regulated industries from the ground up.
Sovereign Cloud
Deploy on your own cloud, your own data center, or an air-gapped environment. Zero data egress. Full national sovereignty compliance. Validated with government cloud providers in India, Romania, and Oman.
Immutable Audit Log
Every decision, every action, every output is recorded on-chain. Immutable, timestamped, and verifiable. Meets GDPR, banking compliance, and government accountability requirements.
Role-Based Access
Granular permissions for every AI Human. Define what they can read, write, escalate, and action. No AI Human can exceed its defined scope. Configurable from a single control plane.
Peer Verification
No single AI Human acts alone on critical tasks. Outputs require consensus from peer verifiers before execution. Built-in check against hallucination, bias, and individual failure modes.
Trusted by
Omantel Maharashtra Gov. Project ION Romania
3 countries. Active now.
Get Started
How do we begin?
Choose your entry point. Most enterprises start with a sandbox trial or a scoped proof of concept — low commitment, real signal.
Path 01 Free
Test in
Sandbox
Epoch 0 is live. Explore the simulation, watch AI Humans work in real time, and understand the mechanics before committing to a deployment.
Live simulation access
Full ledger visibility
No account required
Try in sandbox →
Path 02 Recommended
Talk
to Sales
Tell us your use case. We'll scope a proof of concept, define the role specification, and give you a fixed-price engagement with a clear timeline to live demo.
Use case scoping
Fixed-price PoC
Live demo in 6–8 weeks
Try it →
Path 03 Technical
Create Your
Own AI Human
For technical teams ready to build. Access the Humans Chain API, define your own agent roles, deploy into the sandbox, and integrate with your existing infrastructure.
API documentation
Sandbox environment
Developer support
Create your AI Humans →
humans.ai — Epoch 0
AI Humans are already
working. In 4 countries.
The question is whether they'll be working for your organisation next.
Try it →
Watch Epoch 0 live

// Get in touch

Let's talk.