From collateral documents to evidence-linked agreement intelligence.
Pyligent assembles related Master Agreements, Schedules, CSAs, collateral schedules and amendments into a traceable agreement package. It determines the operative document set, extracts supported commercial and operational terms, and links every finding to source evidence for review.
For documentation, legal and collateral onboarding teams. Available for controlled institutional trials as a focused documentation workflow, or as a module alongside Pyligent Allocate.
A controlled trial is an evaluation against an agreed document set with agreed success measures. It is not production use, and it does not sit in a settlement path.
Turn a document collection into a reviewable agreement record
Govern intake
Register documents with provenance, integrity checks, access controls and processing status.
Assemble the agreement package
Connect Masters, Schedules, CSAs, amendments and collateral documents into an explicit, reviewable relationship graph.
Determine the operative scope
Evaluate effective dates, amendment precedence, document relationships and missing-document conditions before extraction begins.
Extract terms with evidence
Produce structured findings for supported commercial, collateral and operational fields, with source locations and evidence attached.
Route exceptions for review
Surface missing, conflicting, ambiguous or unsupported findings instead of silently treating them as correct.
Preserve lineage
Record the document set, processing stages, evidence, exceptions and reviewer decisions associated with each run.
- 01 — Govern
- Verify document identity, provenance, access and processing eligibility.
- 02 — Assemble
- Build the agreement package and identify the role of each document.
- 03 — Determine
- Select the operative document set and evaluate amendments, effective dates and completeness.
- 04 — Extract and verify
- Extract supported terms, reconstruct collateral information and verify findings against source evidence.
- 05 — Review and record
- Route exceptions to the appropriate reviewer and preserve the resulting decision history.
Every run produces a record, not just an answer.
Initial trial scope can include high-value CSA fields such as base currency, eligible currency, threshold, minimum transfer amount and rounding, together with selected collateral schedule, operating-model and segregation indicators.
Exact coverage and success measures are agreed for each trial document set.
A finding is not accepted merely because a parser or model produced it.
Pyligent keeps source facts, extracted findings, unresolved issues and reviewer decisions distinct. Evidence remains attached to the finding, and uncertain or unsupported results are routed for review.
The core workflow is deterministic and evidence-first.
Where a trial requires model-assisted analysis, it can be introduced for agreed use cases under bounded context, provider authorization and independent verification. Model-generated proposals cannot approve themselves or replace the source evidence.
Mapping outputs remain proposals until validated.
Pyligent produces evidence-linked structured outputs designed to support deterministic mapping proposals toward FINOS Common Domain Model Legal Agreement and Eligible Collateral Specification structures — proposals that stand only once the required schema, semantic and operational validation has been completed.
A trial evaluates the workflow against an agreed document set and measurable success criteria:
Results are measured on the participating institution's agreed test cases, rather than inferred from generic reference material.
Define the documents, fields, review roles and success criteria that matter to your team.
If your question is the morning allocation file rather than the documentation behind it, the other trial is the one you want — Shadow Mode Trial for Allocate →