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Ability AI

@Ability__ai

The applied AI lab behind AI-native companies.

ability.ai/
Joined February 2024
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Photo by Ability AI (@Ability__ai)Photo by Ability AI (@Ability__ai)Photo by Ability AI (@Ability__ai)Photo by Ability AI (@Ability__ai)Photo by Ability AI (@Ability__ai)Photo by Ability AI (@Ability__ai)Photo by Ability AI (@Ability__ai)Photo by Ability AI (@Ability__ai)Photo by Ability AI (@Ability__ai)Photo by Ability AI (@Ability__ai)
Shipping code is not the outcome. Software is finished only when it is useful to the person it serves. The fix isn't another tool - it's three questions, asked before you start. ability.ai/blog/ai-business-…
A statement card on an off-white canvas: an operations leader at dusk marking a printed page beside a dim laptop. Text reads - Shipping code is not the outcome. Software is finished only when it is useful to the person it serves.

ALT A statement card on an off-white canvas: an operations leader at dusk marking a printed page beside a dim laptop. Text reads - Shipping code is not the outcome. Software is finished only when it is useful to the person it serves.

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Meet Trinity, the operating system for AI-native companies, by Ability AI. 🚀
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Compounding intelligence your company owns: Trinity runs your agents the way your company runs, with departments and roles, a Workspace where your people work with them, and receipts for everything they do, inside your own infrastructure.
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Open source (Apache 2.0) and self-hosted. Watch the demo and get started at ability.ai/trinity  #AIAgents #OpenSource #AgenticAI #Trinity #AbilityAI
Trinity — the operating system for your company's AI

Trinity — the operating system for your company's AI

The open-source operating system for your company's AI. Agents work in departments beside your people, every action has a receipt, and what they build is yours.

ability.ai
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Your costliest employee isn't the highest-paid. It's the one burning tokens on ungoverned AI nobody can audit. Shadow AI isn't initiative - it's risk. ability.ai/blog/personal-ai-…
Image from Ability AI (@Ability__ai)
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Enterprise AI forgets everything the moment a chat closes. The fix isn't a bigger model - it's a persistent memory layer: a second brain your agents reason from. The moat isn't the model, it's your context. ability.ai/blog/ai-persisten…
Image from Ability AI (@Ability__ai)
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Tomorrow, @evyborov starts building an agency that runs on agents. You bring what you already run — Claude Code and Codex agents, n8n flows, a few scripts — and put all of it on one Trinity instance you own.
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Trinity is our own platform: the open-source runtime we built at Ability AI to run production agents on infrastructure you control. It's what runs our agents, and the workshop shows how it runs yours.
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Six sessions, Thursdays at 12 PM ET / 9 AM PT, from September 17 to October 29. Free. One registration covers all six, and you get the recordings of any session you miss: ability.ai/trinity/workshops…
The Agent-Native Agency workshop: get all 6 recordings

The Agent-Native Agency workshop: get all 6 recordings

Run your agency on agents and serve more clients with the team you have. Six recorded sessions and the slides, sent to your inbox.

ability.ai
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If you run an agency and any of this sounds familiar, this session is for you:
Image from Ability AI (@Ability__ai)
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On Sep 15 (12 PM ET), Eugene Vyborov shows how to bring all your automations and agents into one place you own, run them internally and for clients without becoming an IT department, and see what each one does and what it costs.
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Register free: ability.ai/webinars/making-y…
Make your agency AI-native: run more client work with agents you own

Make your agency AI-native: run more client work with agents you own

Join us on Tuesday, September 15, 2026. More client work, same team, on agents you own. In 60 minutes: how to bring all your automations and agents into one...

ability.ai
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Halting an AI agent at 90% done wastes every token spent. Steering it instead - inject cost guards, compact context, throttle tools - took task completion from 67% to 96% and cut spend ~78%. Govern the run, don't cap it.
Comparison diagram: halting an AI agent kills the run and wastes tokens at 67% task completion, versus steering it in the call-path - injecting cost guards, compacting context, throttling tools - reaching 96% completion and about 78% lower spend.

ALT Comparison diagram: halting an AI agent kills the run and wastes tokens at 67% task completion, versus steering it in the call-path - injecting cost guards, compacting context, throttling tools - reaching 96% completion and about 78% lower spend.

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When an internal AI tool hits 10,000 users in months, that's not chaos - it's a signal your old workflows were too slow. A Center of Excellence gives fast-moving teams the guardrails to scale safely. ability.ai/blog/internal-ai-…
Statement card: a Center of Excellence gives fast-moving teams the guardrails to scale AI safely, over a soft-futurism concrete cathedral with a glowing grey-blue monolith.

ALT Statement card: a Center of Excellence gives fast-moving teams the guardrails to scale AI safely, over a soft-futurism concrete cathedral with a glowing grey-blue monolith.

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Rented context decays. Owned context compounds. In our 100-company test, owning your AI context pipeline beats renting it once you cross ~15k-30k queries against the same entities. ability.ai/blog/context-as-a…
Statement card: Rented context decays. Owned context compounds. Two contrasting pillars in a concrete cathedral.

ALT Statement card: Rented context decays. Owned context compounds. Two contrasting pillars in a concrete cathedral.

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When a system is fast enough, it stops being a tool you consult and becomes a partner you inhabit. Ultrafast AI agents cut incident response from ~2 hours to ~10 minutes: ability.ai/blog/ultrafast-ai…
Soft-futurism image: an intellectual worker mid-task in a bright concrete cathedral, interacting with a grey-blue data stream flowing into a glowing monolith. Statement: When a system is fast enough, it stops being a tool you consult and starts being a partner you inhabit.

ALT Soft-futurism image: an intellectual worker mid-task in a bright concrete cathedral, interacting with a grey-blue data stream flowing into a glowing monolith. Statement: When a system is fast enough, it stops being a tool you consult and starts being a partner you inhabit.

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10x AI teams get velocity sickness: individual output soars while team coordination collapses. Four symptoms - and the cure is durable shared state, not asking people to slow down. ability.ai/blog/velocity-sic…
Ability.ai diagram: the four symptoms of velocity sickness in fast AI teams - review queue collapses, directions diverge, agent bankruptcy, ownership ceded.

ALT Ability.ai diagram: the four symptoms of velocity sickness in fast AI teams - review queue collapses, directions diverge, agent bankruptcy, ownership ceded.

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Interactive AI waits for your prompt - the 5% of work that's typing. Background AI runs on a schedule - the 95% that's discovery, context, alignment. Operations' future isn't a better chatbot. It's a system that works while you sleep. ability.ai/blog
Comparison diagram: interactive AI that waits for a prompt versus background AI automation that runs on a schedule, from Ability.ai.

ALT Comparison diagram: interactive AI that waits for a prompt versus background AI automation that runs on a schedule, from Ability.ai.

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