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Nabla-X ClauseSense

Flags the clause. Keeps the paper trail on who signed off.

Reads incoming contracts against a company's playbook, redlines what deviates, and routes anything ambiguous to the right person — logging exactly who reviewed what, and when.

Illustrative redline — target output, not a real run
Clause FlaggedLimitation of liability cap set at 1x fees — playbook standard is minimum 3x fees
Redline SuggestedProposed revision to 3x fees, cited against playbook section 4.2
Ambiguous CaseIndemnification clause uses non-standard language — routed to legal counsel, not auto-redlined
Audit LogReviewer: J. Martinez, 2026-08-31, decision: accepted redline on liability cap

Core Capabilities

Playbook-Grounded Review

Reads incoming contracts against a company's own playbook, not a generic legal-AI baseline.

Automatic Redlining for Clear Deviations

Proposes specific redlines for clauses that clearly deviate from playbook standards.

Routes Ambiguity, Logs Everything

Sends anything unclear to the right person, and logs exactly who reviewed what, and when.

How ClauseSense Would Work

Planned design — this pipeline does not exist yet.

1. Ingest Contract Against Playbook

Reads an incoming contract's clauses against the company's own stored playbook standards.

2. Redline Clear Deviations

Proposes specific redlines for clauses that clearly fall outside playbook standards, citing the relevant playbook section.

3. Route Ambiguity and Log Everything

Sends non-standard or unclear clauses to the appropriate person, recording who reviewed what and the decision made.

The Paper Trail, Accumulating

Illustrative — no such log exists yet; this is what a completed review trail is designed to look like.

Contract ingestedsystem

MSA_Draft_v3.docx — compared clause-by-clause against playbook

Clause 7.2 flaggedsystem

Liability cap floor unstated — deviates from Playbook §4.2

Routed to reviewerqueued

Sent to legal for a decision on the flagged clause

Decision loggedpending

Reviewer, timestamp, and outcome recorded to the trail

How ClauseSense Would Think

The reasoning approach this concept is designed around — illustrated here as the comparison behind one flagged clause.

Playbook §4.2

Liability cap: total fees paid in the twelve (12) months preceding the claim. Cap floor: none below 12-month fees.

Draft clause 7.2

Liability cap: total fees paid in the twelve (12) months preceding the claim. Cap floor unstated.

Clear-cut deviation → auto-redline proposed, citing §4.2

Illustrative only — the actual comparison logic and what counts as "clear-cut" are unspecified.

Playbook-Specific, Not Generic Legal AI

Grounds every redline in a specific company's own playbook section, not a general notion of 'standard' contract terms.

  • •Every redline cites a specific playbook clause

Confident on Clear Cases, Humble on Ambiguous Ones

Auto-redlines only where the deviation is clear-cut; routes anything non-standard to a person rather than guessing.

  • •Explicit routing path for ambiguous clauses

The Audit Trail Is the Product

Tagline leads with 'keeps the paper trail' — who reviewed what and when is treated as core value, not a side effect.

  • •Reviewer, date, and decision logged for every clause touched

No Existing Engine to Extend

Like MirrorSense, ThreatSense, and ChainSense, this is new build work with no Decision Intelligence or Data Reliability foundation.

  • •Standalone build, same category as the other new-capability concepts
Concept Architecture

Planned Architecture

Nothing below is built. This describes the intended design and its dependencies — sketched as the document-review screen ClauseSense would show a reviewer.

MSA_Draft_v3.docx — under review (mock)

7.1 Term. This Agreement shall commence on the Effective Date and continue for a period of thirty-six (36) months, unless earlier terminated in accordance with Section 11.

7.2 Limitation of Liability. Except for breaches of Section 9 (Confidentiality), in no event shall either party's aggregate liability arising out of this Agreement exceed the total fees paid by Customer in the twelve (12) months preceding the claim.

9.1 Confidentiality. Each party shall protect the other's Confidential Information using no less than a reasonable standard of care...

Deviates from Playbook §4.2

Liability cap language present, but the cap floor is undefined in this concept.

Playbook comparison
Standard clause§4.2, 12-mo cap
This draftflagged — review
Deviation DetectionUnspecified
Redline GenerationUnspecified
Dependency: ClauseSense is a standalone contract-review agent concept with no dependency on Decision Intelligence or Data Reliability — no existing Nabla-X code to build from.
Parentcross-cutting (new capability, agent)
(new capability, no parent engine)Not started
Full buildBlocked on dependency

Playbook-Grounded

Every redline traces to a specific section of the company's own playbook.

Routes What's Unclear

Ambiguous clauses go to a person, not a forced auto-redline.

Full Sign-Off Trail

Logs exactly who reviewed each clause and what they decided.

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