Case studies

Every result starts from a measured baseline

Each story shows where the base model started, what we changed, and what the tuned model achieved on the same test set.

Illustrative Sample engagements while client-approved stories are prepared.

Financial ServicesIllustrative
Routing 40k support tickets a month with an 8B model
A frontier-API prompt pipeline was accurate enough to demo but too slow and too expensive at production volume.
Routing accuracy
Before: 71%After: 93%
Cost per 1K tickets
Before: $4.80After: $0.60
Healthcare & Life SciencesIllustrative
Discharge summaries clinicians actually sign off
Generic models produced fluent summaries that omitted or invented findings, so clinicians rewrote most of them.
Clinician acceptance
Before: 58%After: 86%
Unsupported findings per 100 notes
Before: 7.1After: 0.9
LegalIllustrative
Clause review that follows the firm's own playbook
Associates spent hours checking standard agreements against a 200-page negotiation playbook.
Clause extraction F1
Before: 0.74After: 0.91
Review time per contract
Before: 45 minAfter: 12 min

Want numbers like these on your data?

Share a sample of your data and we'll show you where a tuned model could move the numbers.

We reply within one business day (IST).

Send a data sample