{"slug":"pact","title":"Pact","subtitle":"Legal Tech · RAG · Document AI","description":"Your AI contract analyst — extracts clauses, flags risks, tracks obligations, and compares terms across your entire contract portfolio.","category":"Enterprise Automation","color":"violet","metrics":[{"label":"Review Time","value":"90% faster"},{"label":"Clause Accuracy","value":"97%"},{"label":"Risk Detection","value":"99.2%"},{"label":"Cost Reduction","value":"75%"}],"features":[{"title":"Clause Extraction","description":"Automatically extract and categorize key clauses from contracts using fine-tuned NLP models. Supports 50+ clause types across NDAs, MSAs, and SLAs.","icon":"FileText"},{"title":"Risk Flagging","description":"AI identifies and scores contractual risks including indemnification gaps, liability caps, and unusual termination clauses with severity ratings.","icon":"AlertTriangle"},{"title":"Obligation Tracking","description":"Track and monitor contractual obligations, SLAs, and deadlines with automated reminders and compliance dashboards.","icon":"Clock"},{"title":"Term Comparison","description":"Compare contract terms across versions and against standard templates. Highlights deviations and suggests alternative language.","icon":"GitBranch"},{"title":"RAG-Powered Q&A","description":"Ask natural language questions about your contract portfolio and get instant, accurate answers grounded in actual contract language.","icon":"MessageSquare"},{"title":"Batch Processing","description":"Process thousands of contracts simultaneously with parallel AI agents. Extract metadata, classify documents, and generate summaries at scale.","icon":"Zap"}],"agents":[{"role":"Extraction Agent","description":"Identifies and extracts key clauses, terms, and metadata from contract documents with high precision.","capabilities":["Clause identification","Entity extraction","Metadata parsing","Format normalization","Multi-language support"]},{"role":"Risk Agent","description":"Analyzes extracted clauses against risk patterns and scoring models to identify potential issues.","capabilities":["Risk scoring","Pattern matching","Severity assessment","Compliance checking","Benchmark comparison"]},{"role":"Comparison Agent","description":"Compares contract terms across versions and against organizational standards or templates.","capabilities":["Version diffing","Template matching","Deviation detection","Language suggestions","Historical tracking"]},{"role":"Obligation Agent","description":"Tracks deadlines, SLAs, and contractual commitments with automated monitoring and alerts.","capabilities":["Deadline tracking","SLA monitoring","Alert generation","Escalation routing","Compliance reporting"]},{"role":"QA Agent","description":"Answers natural language questions about contracts using RAG over the entire contract corpus.","capabilities":["Question understanding","Context retrieval","Answer generation","Citation tracking","Confidence scoring"]}],"workflow":[{"step":1,"title":"Document Ingestion","description":"Upload contracts in PDF, DOCX, or scanned format. OCR extracts text from scanned documents.","details":["PDF parsing","OCR processing","Format normalization","Batch upload"],"time":"Instant"},{"step":2,"title":"Document Classification","description":"AI classifies contract type (NDA, MSA, SLA, Employment, etc.) and routes to appropriate extraction pipeline.","details":["Type detection","Template matching","Pipeline routing","Priority scoring"],"time":"< 5 seconds"},{"step":3,"title":"Clause Extraction","description":"Fine-tuned NLP models extract key clauses, terms, obligations, and metadata with high accuracy.","details":["Entity extraction","Clause segmentation","Term identification","Metadata capture"],"time":"< 30 seconds"},{"step":4,"title":"Risk Analysis","description":"Extracted clauses are analyzed against risk patterns, scoring models, and compliance requirements.","details":["Risk scoring","Pattern matching","Compliance check","Severity rating"],"time":"< 1 minute"},{"step":5,"title":"Comparison & Review","description":"Contract terms compared against templates, previous versions, and organizational standards.","details":["Template comparison","Version diffing","Deviation analysis","Suggestion generation"],"time":"< 2 minutes"},{"step":6,"title":"Obligation Setup","description":"Deadlines, SLAs, and commitments are extracted and added to tracking with automated reminders.","details":["Deadline extraction","SLA mapping","Reminder configuration","Escalation rules"],"time":"< 1 minute"},{"step":7,"title":"Report Generation","description":"Comprehensive contract analysis report with risk summary, key terms, and actionable recommendations.","details":["Summary generation","Risk dashboard","Action items","Export options"],"time":"< 3 minutes"},{"step":8,"title":"Continuous Monitoring","description":"Ongoing monitoring for obligation deadlines, renewal dates, and compliance status with alerts.","details":["Deadline alerts","Renewal tracking","Compliance monitoring","Audit trail"],"time":"Ongoing"}],"useCases":[{"title":"Legal Due Diligence","description":"Accelerate M&A due diligence by automatically reviewing thousands of contracts for risks, obligations, and key terms."},{"title":"Compliance Management","description":"Ensure ongoing compliance with contractual obligations, regulatory requirements, and organizational policies."},{"title":"Contract Negotiation","description":"Compare proposed terms against your standards and identify deviations that require negotiation."},{"title":"Vendor Management","description":"Track vendor contracts, SLAs, and performance obligations across your supply chain."},{"title":"Risk Mitigation","description":"Proactively identify and address contractual risks before they become liabilities."},{"title":"Portfolio Analytics","description":"Gain insights into your contract portfolio with aggregated analytics and trend reporting."}],"techStack":["Azure AI Foundry","Azure AI Search","Python","FastAPI","Azure Database for PostgreSQL","Azure Cache for Redis","Azure Kubernetes Service"],"status":"Active","technicalDesign":{"overview":"Multi-agent RAG architecture with document intelligence pipeline. Contracts are ingested, chunked, and embedded into Azure AI Search for semantic retrieval. Specialized agents handle extraction, risk analysis, and comparison tasks.","components":[{"name":"Document Ingestion Service","description":"PDF/DOCX parsing with OCR support using Azure Document Intelligence"},{"name":"Vector Store","description":"Azure AI Search with semantic ranker for contract clause retrieval"},{"name":"Extraction Agent","description":"Fine-tuned GPT-4 models for structured clause extraction"},{"name":"Risk Scoring Engine","description":"ML-based risk assessment with configurable thresholds"},{"name":"Comparison Engine","description":"Diff-based contract version comparison with deviation detection"}],"dataFlow":"Document Upload → OCR Processing → Chunking → Embedding → Vector Store → Agent Query → Risk Analysis → Report Generation"},"technologyChoice":{"primary":"Azure AI Foundry + LangChain","rationale":"Azure AI Foundry provides enterprise-grade LLM hosting with fine-tuning capabilities. LangChain orchestrates the multi-agent workflow with built-in RAG patterns and tool integration.","alternatives":"AWS Bedrock + LlamaIndex, GCP Vertex AI + Semantic Kernel","frameworks":[{"name":"Azure AI Foundry","purpose":"LLM hosting, fine-tuning, and model management"},{"name":"LangChain","purpose":"Multi-agent orchestration and RAG pipeline"},{"name":"Azure AI Search","purpose":"Vector storage and semantic retrieval"},{"name":"FastAPI","purpose":"REST API layer with async support"}]},"plan":{"phases":[{"name":"Foundation","duration":"4 weeks","deliverables":["Infrastructure setup","Document ingestion pipeline","Basic RAG implementation"]},{"name":"Core Intelligence","duration":"6 weeks","deliverables":["Extraction agent","Risk scoring engine","Comparison engine"]},{"name":"Multi-Agent Orchestration","duration":"4 weeks","deliverables":["Agent coordination","Workflow automation","Quality assurance"]},{"name":"Production Readiness","duration":"3 weeks","deliverables":["Security audit","Performance optimization","Monitoring & alerting"]}],"milestones":["MVP with single-agent extraction","Multi-agent coordination working","97% clause accuracy achieved","Production deployment"],"riskMitigation":["Fallback to rule-based extraction for edge cases","Human-in-the-loop for high-risk decisions","Continuous model evaluation against golden dataset"]}}