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LaurenceYangAI Product Manager & Builder
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Interactive Demo

Global Contract Preapproval

An interactive reconstruction of contract preapproval: parse a fictional intake, show where each field came from, run fixed risk rules, and record a human decision.

Interactive Demo · Clean-room reconstruction · Synthetic data

All applied AI projects
RoleProduct contributor & Co-Developer
StatusInteractive Demo · Clean-room reconstruction · Synthetic data

An interactive reconstruction of contract preapproval: parse a fictional intake, show where each field came from, run fixed risk rules, and record a human decision.

Target user
Contract-operations and finance reviewers
Input
Three fictional text-intake scenarios and public generic rules
Output
Field set, risk states, human decision, synthetic workbook, and action timeline
Public format
Interactive Demo
Public case

Use the case, then inspect the decision trail.

The case uses fictional, synthetic, or prepared material. It shows only the parts that can be released safely. The internal runtime is not public.

Interactive reconstruction · fixed public rules

Contract Preapproval Desk

Choose a fictional intake, trace each extracted value to its source line, change reviewer values, and see the risk result recalculate.

Fully synthetic · browser local
  1. 01SelectFictional source
  2. 02ExtractFields + missing
  3. 03EvaluatePublic rules
  4. 04DecideHuman authority
Source evidenceStandard services agreement
Synthetic text
SYNTHETIC SERVICES AGREEMENT
Agreement ID: SYN-CPA-104
Counterparty: Northglass Operations LLC
Effective date: 2026-09-01
Term: 12 months
Total value: USD 84,000
Payment terms: Net 30
Liability cap: 1x fees
Termination notice: 60 days
Auto-renew: No
Data processing: No
Governing law: State of New York
Purpose: A fictional operations-support engagement created only for this public demo.
Extraction receipt0 missing fields
Evidence attached
Agreement IDSYN-CPA-104

Agreement ID: SYN-CPA-104

extracted
CounterpartyNorthglass Operations LLC

Counterparty: Northglass Operations LLC

extracted
Effective date2026-09-01

Effective date: 2026-09-01

extracted
Term12 months

Term: 12 months

extracted
Total valueUSD 84,000

Total value: USD 84,000

extracted
Payment termsNet 30

Payment terms: Net 30

extracted
Liability cap1x fees

Liability cap: 1x fees

extracted
Termination notice60 days

Termination notice: 60 days

extracted
Auto-renewNo

Auto-renew: No

extracted
Data processingNo

Data processing: No

extracted
Governing lawState of New York

Governing law: State of New York

extracted

Deterministic result

low risk

Eligible for standard approval

System recommendation only. The buttons below record the human reviewer's decision.
low · standard-pathNo illustrative threshold triggered

Every required field was found and the extracted terms remain inside this public demo's standard path.

Human review is still required before any decision is final.
Modify extracted values and recalculate

Changes are recorded as human overrides. Leave a field blank to mark it missing.

Human decisionPending review

Workbook export is ready when you are.

Audit trailReview timeline
3 events
  1. 01
    Synthetic intake selected

    Standard services agreement

  2. 02
    Fields extracted

    Source lines remain attached to every extracted value.

  3. 03
    Rules evaluated

    Illustrative public thresholds ran deterministically in this browser.

Problem

The user problem

Contract requests arrive as incomplete free text. Reviewers need structured fields, the source line behind each value, visible missing data, and a decision they can accept, change, or return.

Workflow

Steps from input to decision

  1. Capture and extract fields with provenance
  2. Keep missing values visible and apply deterministic risk checks
  3. Route accept, modify, or return decisions to a human reviewer
  4. Generate a synthetic workbook and action timeline

Validation

What was checked

  • Historical source evidence: 159 of 159 project tests plus lint and build checks
  • Public replay verifies provenance, missing-data handling, human decision states, and synthetic output only

Evidence

What the case verifies

  • Three fictional text-intake scenarios preserve missing-data states, field provenance, human accept/modify/return decisions, a synthetic workbook, and an action timeline.
  • Historical repository evidence was 159 of 159 project tests plus lint and build checks.

Continue

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