RETRIEVAL / AGENTS / MCP AVAILABLE FOR SELECT AI SYSTEMS WORKINDIA / IST

THE ANSWER STARTS
AT THE BOUNDARY.

Change the chunking strategy. Follow the reference span. See why structural integrity deserves to be measured before ranking quality.

RETRIEVAL
IS MEASURABLE.

What happens before
the model ever answers?

CONTRACT / ABSTRACT01—04

01 / DEFINITIONS

The agreement defines the services, obligations and responsibilities of each party. Defined terms apply throughout this document.

02 / TERM & TERMINATION

Either party may terminate this agreement upon thirty days’ written notice. Obligations incurred before termination remain in effect.

03 / GOVERNING LAW

This agreement shall be governed by and interpreted in accordance with the laws of the designated jurisdiction, without regard to conflicts of law.

REFERENCE SPAN

04 / CONFIDENTIALITY

Each party shall protect confidential information received from the other party and use it only for the purposes of this agreement.

SYNTHETIC DOCUMENT / BOUNDARY ILLUSTRATION
CHANGE THE CHUNKING STRATEGY
PUBLISHED SPAN INTEGRITY43.0%

Fixed-width boundaries split reference spans. The answer is broken before the model sees it.

20 CUAD CONTRACTS / 50 QUERIES
114 LAWYER-ANNOTATED GOLD SPANS

Published results from the retrieval evaluation harness, not a live benchmark of this illustration. Span integrity measures chunk boundaries—not answer accuracy. Small sample; no confidence intervals.

READ THE EXPERIMENT ↗INSPECT THE HARNESS ↗
VIEW THE FULL RESULTS & DIAGNOSTIC SCOPE →