Proof
One big number. And how we measured it.
Every case study here reports its golden-set size, its inter-annotator agreement, and both the benchmark number and the unseen-data number — because the gap between those two matters more than either alone. Where an NDA blocks the client's name, we describe them specifically; we never invent one.
Showing 7 results for All.
Freight invoice discrepancy detection for a European 3PL
A document-intelligence agent reconciles freight invoices against TMS data and carrier records, moving the operation from manual sampling to full-volume coverage.
- 340-case golden set
- 100% invoice coverage
Enterprise knowledge assistant for internal policy and SOP access
An internal assistant answers recurring HR and administration questions from approved policies across a multi-company group.
- 5,000+ employees
- 15+ subsidiaries
Inventory-aware B2B ordering and product recommendation agent
A conversational agent handles order intake and inventory questions, validating live stock before committing an order.
- Live inventory validation
- Conversational order intake
Governed AI delivery for financial-services workflows
A delivery pattern for document intelligence, fraud and AML workflows, and internal copilots that need traceability from model output to second-line review.
- Client-tenancy deployment
- Evaluation and governance evidence
Instruction-based image editing and refinement dataset
Structured examples pair source images, edit instructions, and reviewed outputs for training and evaluating instruction-following image systems.
- Instruction-following coverage
- Review-ready examples
Agent online correction and reasoning alignment dataset
Human-reviewed correction traces capture where an agent deviates, how it is repaired, and which reasoning pattern should be reinforced.
- Failure-mode taxonomy
- Correction and preference signals
Computer-use agent trajectory dataset
Action trajectories connect interface state, agent decisions, outcomes, and recoverable failure points for computer-use training and evaluation.
- Action and state sequences
- Outcome and recovery labels
See a real eval report before you talk to us.
A complete evaluation report from a production engagement, anonymized. Downloadable directly — no form, no gate.
Download the Sample Eval ReportYour workflow could be the next one here.
Six weeks, fixed timebox, thresholds agreed in week one — and if the system doesn't clear them, the final 30% isn't due.