Our approach

Compounding intelligence your company owns.

Most software loses value from the day it ships. Our systems work inside your real operations, and the knowledge they build there stays with your organization, so they are worth more next year than they are today.

Value to the company, over timeConventional agentsOur systems
  1. From Demos that never survive the first real week

    To Operated as production infrastructure - scheduled, audited, recoverable

  2. From Configured once, degrading from day one

    To Turns operational experience into knowledge the company keeps

  3. From Tied to one model: switch it and the agents start over

    To Switch models and keep what the agents know - it lives in your knowledge base, not the model

  4. From Built on the same models as everyone else

    To Differentiated by the knowledge they accumulate in operation

The lab

A lab that ships.

Our approach · the moatCornelius, Trinity’s cognitive architecture.Every department feeds it, every agent reads from it. It turns what your company does into knowledge the company keeps, so the advantage stays yours, not your vendor’s.Explore Cornelius →Cornelius - a live 3D knowledge graph of what the organization knows
Agents & blueprints40+ production solutions since 2023.Built on Trinity from a blueprint library our partners reuse.RubyReeveAtlasCorbinAll agents →
Research · Jul 14, 2026Measurably self-improving multi-agent system — without retrainingWatch the talk ↗Read the paper (PDF) ↗All research →
Trinity's dashboard grid: the agents Ability AI runs on, each with its schedules, activity and success ratePictured: the agents we run Ability AI onThe operating systemTrinity.Where a company’s agents and workflows run with permissions, state, governance and receipts. Open source, Apache 2.0.★ 654 on GitHub ↗v0.9.5 · Sep 17 ↗Explore Trinity →
Eugene VyborovEugene Vyborov, founder of Ability AI and creator of Trinity, works out how companies should run on agents, then puts them there. He builds live every week, currently running the Agent-Native Agency series.About EugeneSee the series →

As featured in

Shaped to your company

Your organization, run by agents.

Departments, roles and reporting lines in one system: every agent answers to its people and works with them in one shared workspace.

In your control

Yours, and on the record.

Adaptive improvement inside strict governance: every piece of work an agent does leaves a receipt your people can read, check and undo, on infrastructure you own.

  1. Logged. Every action lands in an append-only audit trail.
  2. Approved. Decisions you choose wait for the person in that role.
  3. Owned. It runs inside your perimeter, on any model, and what it builds up is yours to keep or export.
  4. Reversible. Every change is a commit you can roll back.
Receipt · example#4826 · 09:14

Renewal offer sent to Northwind

Sales department · outbound agent

What happened
Drafted the renewal offer and queued the email to the client.
Why
The client asked for 15%. Pricing policy allows 12% on this plan.
Who signed off
Sales lead, in the Inbox Approved at 12%
What the company kept
Pricing-objection playbook, updated. Read by every agent.
Undocommit a3f19c · roll back any time

Written to the append-only audit trail

In production

AI at work inside real companies.

Agents we built, running inside our clients’ own operations, and what changed for them.

“We run our entire production agent fleet on Trinity - multi-user, scheduled, and audited, all inside our own perimeter. It just runs.”
Patrick H. DonohoeCEO · ParadigmLife
“They quickly understood our goals, proposed pragmatic solutions, and moved implementation forward with minimal friction. Their responsiveness and domain expertise have improved both our team’s efficiency and the impact of our campaigns.”
Mike RizzoCEO · MarketingOps.com
Also trusted byHOLYWATERNutraDirectGenesis10CEO Coaching InternationalTapestry

Next step

Three ways to work with us.

We set it up for you, give you the technology, or equip you to deliver it. One system underneath.

For teamsWe set it up for youFrom the agents to the infrastructure, built and run by us.
  • Agents built around your processes
  • Trinity operated for you, on infrastructure you own
  • Monitored, maintained and improved in production
Book a call
For buildersWe give you the technologyTrinity, open source under Apache 2.0, with Cornelius built in.
  • Start from GitHub, DigitalOcean or AWS
  • Run it on your own infrastructure
  • Add Enterprise for governance at scale
Get started
For agenciesWe equip you to deliver itDeliver it to your clients, with us behind every install.
  • You own the client; we share every license
  • Our methodology and blueprint library
  • Training and a supervised first install
Partner program

From the lab

We share what we build.

Webinars for leaders, workshops for builders, articles for everyone - knowledge, findings and work, on the record.

AI adoption for business leaders — strategy, governance, and what it takes to put agents into production across an enterprise. Built for executives and partners.

Upcoming

Latest recordings

Questions

Before you ask.

Still curious? Book a call →

What does Ability AI actually do?

We are the applied AI lab behind AI-native companies. We build Trinity, our operating system, and Cornelius, our cognitive architecture, and release both as open source, so the intelligence your company builds compounds and stays yours.

You can run the foundation yourself, have us build and run your agents on it, or deliver it to your own clients as a partner.

What are Trinity and Cornelius?

Trinity is the open-source operating system for AI-native companies: your agents and workflows run on it with permissions, state, and receipts - governed, audited, scheduled, multi-user, and recoverable, inside your own perimeter.

Cornelius is the cognitive architecture: it turns operational experience into knowledge the company keeps and builds on - adaptive improvement inside strict governance.

Is it really open source? What's the catch?

The whole platform is Apache 2.0 - self-host it, inspect it, extend it, free forever. There is no gated core.

Enterprise is the same foundation plus the governance an organization needs: org management, single sign-on (OIDC and SAML) with 2FA and SCIM provisioning, advanced RBAC, compliance tooling (an audit dashboard and SIEM export), managed data retention, and offline license management.

Do we own the platform, or are we renting it?

You own it. Sovereign means your data, your logic, your agents, on infrastructure you control - not rented SaaS.

No vendor lock-in - self-host on your own hardware, or have us run it for you and take it in-house whenever you choose.

Can we run it ourselves, or does Ability run it?

Both. Self-host the open-source platform inside your own infrastructure, or have us build your agents, run them in production, and maintain them as your business changes.

Because you own the platform either way, switching from managed to in-house is a decision, not a migration.

Can we deliver this to our own clients?

Yes - that is the partner program. Agencies and integrators deliver Trinity-based agents to their clients: you own the client and the services, your client owns the install, and we pay you a share of every license you bring.

Behind every install you get the platform, our methodology and blueprint library, training with a supervised first install, and last-line support.

How is this different from agents that are built once?

Conventional agents are built once and decay. Our systems turn operational experience into knowledge the company keeps.

Cornelius compounds knowledge and ships its own improvements, with receipts - under your control, behind human gates, never on its own.

What happens if an agent makes a mistake?

Every agent follows business rules you approve before deployment, with deterministic guardrails that keep it on your playbook.

All actions are logged with full chain-of-thought transparency - you can see exactly why a decision was made, and review, override, or adjust any action.

How fast do we see value?

Weeks, not quarters. We start with one focused process, put the agent that runs it into production, and grow from there.

Across our production deployments we have documented 70-95% time savings on the work we automate - and outcomes like EV Energy's first response time dropping from a business day to seven minutes.

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Workshops, webinars, releases, product news, and research - in one list.