Base agent
Without correction
Decision
Cancel anyway.
Recognizes the booking is ineligible, but proceeds.
Refund issued
$286
Booking cancelled outside the policy.
Ryquo Applications
AI in step
with your business.
Intelligence shaped by your expertise, built around the way you work.
Introducing
Handbook
Keep enterprise AI aligned with
how your business works.
Human expertise, in the loop
Your experts.
In control.
We're building Handbook to help your experts improve AI through focused, reusable corrections.
Identify.
Surface recurring errors and suggest specific corrections for review.
Review.
Let subject-matter experts refine each correction and decide what goes live.
Apply.
Carry approved corrections across relevant tasks as policies change.
A correction at work
The same request.
A better decision.
The right decision includes knowing when to involve a human.
Customer request
Tau²-Bench Airline · Condensed from task 26
Cancel my flight and refund the booking.
- Fare
- Basic economy
- Booked
- 9 days earlier
- Insurance
- None
Failed
Handbook
One correction
Decision
Apply the policy.
Checks the booking date and flight status before acting.
Request escalated
Human review
Booking remains unchanged.
The correction in Handbook
Check cancellation eligibility before changing a booking.
Initial Handbook results
One correction.
Meaningful gains.
More tasks completed, from multi-turn tool use to airline workflows.
+6.75percentage points
Base agent29.75%
Handbook · one correction36.50%
Task success rates · GPT-5.2 · 800 task variants
+12.0percentage points
Base agent55.5%
Handbook · one correction67.5%
Task success rates · GPT-5.2 · 50 tasks, four trials each
Build with Ryquo