# Contract Rules Engine

*/Software/Contract_Rules_Engine*

## Solution Overview

The Contract Rules Engine is an API-first application that parses executed enterprise agreements and translates their legal obligations into deterministic code. It extracts service-level agreements, payment terms, and renewal triggers from unstructured text and outputs them as strict JSON logic gates, creating a continuously monitored digital twin of the document's operational parameters.

Revenue operations and procurement teams integrate this engine to eliminate manual obligation tracking in spreadsheets. Instead of contract managers manually calculating penalty clauses or missing notification windows, the system audits live operational data against the extracted rules, routing edge cases and ambiguous breach conditions to a human legal checkpoint for final adjudication.

Sitting in the stack as a headless SaaS primitive, the engine ingests raw PDF and DOCX payloads directly from storage layers like SharePoint or enterprise contract lifecycle management platforms. Above it, autonomous billing agents, compliance bots, and ERP systems consume its structured webhooks to automatically apply SLA credits, issue renewal invoices, or halt out-of-policy vendor payments.

## Headless Saas Data Model

**Entities**:
- Name: Agreement · Description: A parsed enterprise contract containing unstructured text and extracted parameters
- Name: ObligationRule · Description: An extracted legal parameter compiled into a deterministic JSON logic gate
- Name: OperationalEvent · Description: Live external data ingested to audit against active obligation rules
- Name: RuleEvaluation · Description: The deterministic result of auditing an operational event against an obligation rule
- Name: AdjudicationTask · Description: A human legal checkpoint for edge cases and ambiguous breach conditions
- Name: Workspace · Description: The tenant organization that owns the agreements and rules
**Relations**:
- To: Agreement · From: Workspace · Label: owns agreements · Cardinality: one-to-many
- To: OperationalEvent · From: Workspace · Label: ingests events · Cardinality: one-to-many
- To: ObligationRule · From: Agreement · Label: contains rules · Cardinality: one-to-many
- To: RuleEvaluation · From: ObligationRule · Label: generates evaluations · Cardinality: one-to-many
- To: RuleEvaluation · From: OperationalEvent · Label: triggers evaluations · Cardinality: one-to-many
- To: AdjudicationTask · From: RuleEvaluation · Label: requires adjudication · Cardinality: one-to-one
**Tenant Anchor**: Workspace
**Primary Resource**: Agreement

## Api Definition

**Protocols**:
- REST
- SDK
- MCP
- Webhooks
**Consumed By**:
- [Autonomous Billing Agent](/Agents/Autonomous_Billing_Agent)
- [Compliance Audit Bot](/Agents/Compliance_Audit_Bot)
- [Procurement Operations Agent](/Agents/Procurement_Operations_Agent)
**Integrations**:
- [SharePoint](/Products/SharePoint)
- [Ironclad](/Products/Ironclad)
- [DocuSign CLM](/Products/DocuSign_CLM)
- [NetSuite](/Products/NetSuite)
**Consumption Model**: An agent registers the MCP server to parse newly uploaded agreements, submits operational events via REST for continuous auditing, and subscribes to rule evaluation webhooks to trigger subsequent billing adjustments.
**Workflow Wrappers**:
- Name: Parse Agreement Rules · Wraps: ingests raw PDF payloads, extracts unstructured text, and creates compiled obligation rule gates
- Name: Audit Operational Event · Wraps: ingests live external data, evaluates it against active obligation rules, and returns outcomes
- Name: Trigger Legal Adjudication · Wraps: flags ambiguous breach conditions and generates a human adjudication task for legal review

## Api Function Cascade

**Ai Role**: Generative models run straight-through to extract unstructured obligations and assess breach ambiguity, while deterministic code evaluates the continuous event stream, requiring a human only to adjudicate ambiguous edge cases flagged on exception.
**Cascade**:
- Kind: Code · Note: Fetches raw PDF contracts from Ironclad or DocuSign CLM. · Step: Ingest Agreement Payloads · Verb: ingest · Realizes: Acquire Digital Records · Oversight: none
- Kind: Generative · Note: Translates unstructured contract text into structured obligation parameters. · Step: Extract Obligation Rules · Verb: extract · Realizes: Analyze Contractual Commitments · Oversight: none
- Kind: Code · Note: Converts extracted parameters into deterministic, executable evaluation rules. · Step: Compile Logic Gates · Verb: compile · Realizes: Develop Business Rules · Oversight: none
- Kind: Code · Note: Scores live data streams from NetSuite against the active logic gates. · Step: Evaluate Operational Events · Verb: evaluate · Realizes: Audit Compliance Data · Oversight: none
- Kind: Generative · Note: Generates an adjudication task if breach conditions lack deterministic certainty. · Step: Flag Ambiguous Breaches · Verb: flag · Realizes: Identify Compliance Deviations · Oversight: review-on-exception
- Kind: Code · Note: Emits final audit outcomes to autonomous billing and procurement agents. · Step: Dispatch Outcome Webhooks · Verb: dispatch · Realizes: Transmit Operational Data · Oversight: none
**Optimizes**:
- [Obligation Extraction Accuracy](/Metrics/Obligation_Extraction_Accuracy)
- [Rule Evaluation Latency](/Metrics/Rule_Evaluation_Latency)
- [False Positive Breach Rate](/Metrics/False_Positive_Breach_Rate)
- [Straight-Through Audit Rate](/Metrics/Straight-Through_Audit_Rate)

## Headless Saas Representative Offer

**Warranty**: Guarantees 99.9% API uptime and sub-second rule evaluation latency, providing prorated service credits if monthly availability thresholds are missed.
**Price Band**: ~$0.10 to $0.50 per parsed agreement and ~$0.005 per audited operational event, depending on monthly volume commitments
**Pricing Kind**: UsageMeter
**Deliverables**:
- API and MCP server access for document ingestion and event submission
- Compiled obligation rule gates extracted from unstructured PDF text
- Evaluated operational event outcomes and compliance statuses
- Webhook alerts triggering downstream billing or legal workflows
- Human adjudication task assignments for ambiguous breach conditions
**Delivery Mode**: Buyers and autonomous agents instantly provision API keys and register the MCP server through a self-serve portal, metering consumption continuously as documents are parsed and events are audited.
**Business Function**: ProvideService
**Agent Checkout Support**:
- agentic-commerce-protocol
- stored-credential

## Headless Saas Crud Surface

**Auth Model**: API Key
**Endpoints**:
- GET /agreements — list agreements
- POST /agreements — ingest a new agreement
- GET /agreements/{id} — fetch a specific agreement
- PATCH /agreements/{id} — update agreement parameters
- GET /agreements/{id}/obligation-rules — list obligation rules contained in an agreement
- GET /obligation-rules — list obligation rules
- POST /obligation-rules — create an obligation rule
- GET /obligation-rules/{id} — fetch a specific obligation rule
- PATCH /obligation-rules/{id} — update obligation rule logic
- GET /obligation-rules/{id}/rule-evaluations — list rule evaluations generated by a rule
- GET /operational-events — list operational events
- POST /operational-events — ingest a new operational event
- GET /operational-events/{id} — fetch a specific operational event
- PATCH /operational-events/{id} — update an operational event
- GET /operational-events/{id}/rule-evaluations — list rule evaluations triggered by an event
- GET /rule-evaluations — list rule evaluations
- POST /rule-evaluations — create a rule evaluation
- GET /rule-evaluations/{id} — fetch a specific rule evaluation
- PATCH /rule-evaluations/{id} — update rule evaluation outcome
- GET /rule-evaluations/{id}/adjudication-task — fetch the adjudication task required by an evaluation
- GET /adjudication-tasks — list adjudication tasks
- POST /adjudication-tasks — create an adjudication task
- GET /adjudication-tasks/{id} — fetch a specific adjudication task
- PATCH /adjudication-tasks/{id} — update adjudication task notes
- POST /adjudication-tasks/{id}/resolve — resolve an adjudication task
- GET /workspaces — list workspaces
- POST /workspaces — create a new workspace
- GET /workspaces/{id} — fetch a specific workspace
- PATCH /workspaces/{id} — update workspace configuration
- GET /workspaces/{id}/agreements — list agreements owned by a workspace
- GET /workspaces/{id}/operational-events — list operational events ingested by a workspace
**Multitenancy**: Row-level isolation
**Webhook Events**:
- agreement.parsed
- rule_evaluation.failed
- adjudication_task.assigned
- adjudication_task.resolved

## Headless Saas Erd

```mermaid
erDiagram
  Workspace {
    UUID id PK "tenant key"
    VARCHAR name
    VARCHAR webhookUrl
    TIMESTAMP createdAt
  }
  Agreement {
    UUID id PK
    UUID workspaceId FK
    VARCHAR sourceDocumentUrl
    VARCHAR parsingStatus
    TIMESTAMP effectiveDate
  }
  ObligationRule {
    UUID id PK
    UUID agreementId FK
    VARCHAR ruleCategory
    JSONB logicDefinition
    BOOLEAN isActive
  }
  OperationalEvent {
    UUID id PK
    UUID workspaceId FK
    VARCHAR sourceSystem
    JSONB eventPayload
    TIMESTAMP occurredAt
  }
  RuleEvaluation {
    UUID id PK
    UUID obligationRuleId FK
    UUID operationalEventId FK
    VARCHAR outcome
    TIMESTAMP evaluatedAt
  }
  AdjudicationTask {
    UUID id PK
    UUID ruleEvaluationId FK
    VARCHAR status
    TEXT resolutionNotes
    TIMESTAMP resolvedAt
  }
  Workspace ||--o{ Agreement : "owns agreements"
  Workspace ||--o{ OperationalEvent : "ingests events"
  Agreement ||--o{ ObligationRule : "contains rules"
  ObligationRule ||--o{ RuleEvaluation : "generates evaluations"
  OperationalEvent ||--o{ RuleEvaluation : "triggers evaluations"
  RuleEvaluation ||--|| AdjudicationTask : "requires adjudication"
```

## Neighborhood

### Composed into

- [Visionpark](/Startups/Visionpark) — composes · Startups
- [Remittancesyard](/Startups/Remittancesyard) — composes · Startups
- [Shipperhaven](/Startups/Shipperhaven) — composes · Startups

### Optimizes

- [False Positive Breach Rate](/Metrics/False_Positive_Breach_Rate) — optimizes · Metrics
- [Obligation Extraction Accuracy](/Metrics/Obligation_Extraction_Accuracy) — optimizes · Metrics
- [Rule Evaluation Latency](/Metrics/Rule_Evaluation_Latency) — optimizes · Metrics
- [Straight-Through Audit Rate](/Metrics/Straight-Through_Audit_Rate) — optimizes · Metrics

### What it uses

- [SharePoint](/Products/SharePoint) — uses · Products
- [Ironclad](/Software/Ironclad) — uses · Software
- [NetSuite](/Software/NetSuite) — uses · Software
- [DocuSign CLM](/Products/DocuSign_CLM) — uses · Products

### Who consumes this

- [Autonomous Billing Agent](/Agents/Autonomous_Billing_Agent) — consumed by · Agents
- [Compliance Audit Bot](/Agents/Compliance_Audit_Bot) — consumed by · Agents
- [Procurement Operations Agent](/Agents/Procurement_Operations_Agent) — consumed by · Agents

### Similar Software

- [Contract Lifecycle Management](/Metrics/Penalty_Avoidance_Rate/Software/Contract_Lifecycle_Management) — similar · Software
- [Contract Lifecycle Management](/Resources/Regulatory_code_databases/Software/Contract_Lifecycle_Management) — similar · Software
- [Contract Intelligence API](/Software/Contract_Intelligence_API) — similar · Software
- [Contract Clause Extraction API](/Software/Contract_Clause_Extraction_API) — similar · Software
- [Contract Lifecycle Software](/Metrics/Internal_Review_Cycle_Time/Software/Contract_Lifecycle_Software) — similar · Software
- [SLA Monitoring Software](/Metrics/Penalty_Avoidance_Rate/Software/SLA_Monitoring_Software) — similar · Software
- [SLA Monitoring Software](/Software/SLA_Monitoring_Software) — similar · Software

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### Similar Problems

- [Contract Rule Ingestion](/Problems/Contract_Rule_Ingestion) — similar · Problems