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Applied AI Lab for Agentic Systems

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Type
Open Source
Founded
2023
Company
Ability.ai

About Web

Ability.ai is an applied AI lab for sovereign agentic systems, founded in 2023 by Eugene Vyborov (former CTO and co-founder of YayPay). The company builds self-improving agent systems that run in production for mid-market and enterprise teams. Its core offerings include Trinity, an open-source (Apache 2.0) production runtime for agents, and Cornelius, a self-improving cognitive core that upgrades agent fleets over time. The platform provides features such as agent fleet management, orchestration (scheduling, monitoring, recovery), multi-channel integration (Slack, Telegram, WhatsApp, MCP, CLI), security (encryption, hardened containers, audit logs), and sovereign deployment on user-owned hardware. Ability.ai's own operations—sales, support, content, and recruiting—run on the same systems it ships to clients. The company has raised $1.1M pre-seed and received recognition from CB Insights and Google for Startups.

Key Features

Open-source runtime (Trinity) under Apache 2.0 license
Self-improving cognitive core (Cornelius) that learns from production usage
Agent platform supporting fleet, chat, voice, and terminal
Orchestration with scheduling, monitoring, and recovery
Multi-channel integration: Slack, Telegram, WhatsApp, MCP, CLI
Security: core encryption, hardened containers, audit log
Sovereign deployment on user-owned hardware with no phone-home
User and organization management (invite, deactivate, activity view)
Advanced RBAC with workspaces and granular roles (Enterprise)
Compliance suite with audit dashboard and SIEM export (Enterprise)

Pros & Cons

Pros
  • Fully open-source runtime (Apache 2.0) with no usage metering
  • Self-improving agents that get better with every cycle of operation
  • Production-grade infrastructure designed for unattended, recoverable operation
  • Sovereign deployment: agents run on user's own hardware, data stays inside perimeter
  • No per-seat or per-token pricing; pay for build and operation
  • Built by experienced founder (Eugene Vyborov, former CTO of YayPay)
  • Proven in hackathons: every winning team at Nevermined's SF hackathon used Trinity
Cons
  • Pricing is custom and requires a scoping call; no transparent tiered pricing
  • Enterprise governance features (SSO, RBAC, compliance) require paid Enterprise version
  • Relatively new company (founded 2023) with limited public reference customer stories
  • May require technical expertise for self-hosted setup and maintenance
  • No free tier beyond open-source code; enterprise support is paid

Best For

Outbound enrichment: researches, scores, and drafts replies and outbound touchesCustomer support: triages and resolves tickets to playbook, escalating only complex casesContent social: drafts, schedules, and ships posts, articles, and site writingRecruiting ops: parses job descriptions, runs Boolean search, logs candidate touchesMarket research: monitors market and competitive set, briefs team dailyBack-office ops: email, scheduling, CRM hygiene, file organization

FAQ

Why aren't prices on this page?
Ability.ai does not publish fixed prices because cost depends on workflow complexity, integrations, volume, and governance needs. A 30-minute scoping call determines an honest, fixed price for your specific use case.
Do you charge per seat or per token?
No. Ability.ai charges for the build and operation of agents, not per seat or per token. The pricing is a fixed build cost followed by a predictable monthly retainer for maintenance and expansion.
Is there a pilot before we commit?
Yes. The 'starter project' phase places a real agent into production for one workflow at a fixed scope and cost, proving value before any long-term commitment. If the project isn't viable, they will advise on the scoping call.
What changes if we self-host?
Self-hosting means you take the entire stack in-house under a license plus support. There is no usage metering; your data, models, and keys remain entirely yours, with full portability and no vendor lock-in.