Use Cases · In production at Ainary
One system. All your areas.
The same ontology, pointed at the work that eats your weeks. Every use case below runs in my own operation first — gated, logged, and published only after it survived contact with reality.
01 SalesLive
Research defines it. You configure it. It runs — and never sends without you.
One sales pipeline as a closed loop: research writes the process, you make the tasks concrete, the system executes — gated and logged, feeding your standards.
See the use case →
Same loop, next areas
02 FinanceNext up
Faster close, no missed early-pay discounts.
Invoices, reconciliation and the monthly close on the same gated loop.
03 HiringNext up
Every applicant answered fast; you see the shortlist first.
Intake to shortlist as defined tasks — the gate is your final read.
04 ResearchNext up
Decision-grade reports for better decisions.
Sourced, cited, reviewer-scored — research that a decision can stand on.
05 ContentNext up
A publishing cadence without the grind.
From signal to published article through one pipeline with a human pass.
How to Build an Ontology for AI Agents: Your First Manifest
The manifest these use cases run on — five moves, one day, in production.Book a pilot.
01 See a live output02 Run a two-week pilot on your worst workflow03 Keep what works, or walk away
Book a pilot Or keep running a hundred half-finished tasks by hand.