Agentic Workflow Orchestrator

Agentic Workflow Orchestrator

A production-style agentic workflow platform for procurement intelligence. Discovers opportunities across 12 fragmented public portals, filters and scores them through a 7-agent pipeline, enriches them with stakeholder contacts, and delivers a ranked intelligence digest — fully automated, twice weekly.

   

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What It Does

Government procurement portals publish hundreds of RFPs per week across fragmented sources with no unified API. Manual review is inconsistent, time-consuming, and misses opportunities that don't match obvious keywords. This platform automates the full intelligence cycle:

1. Discovers — scrapes 12 Canadian and US government procurement portals twice weekly
2. Scores — runs a two-phase LLM scoring pipeline against a configurable capability profile
3. Enriches — discovers and validates decision-maker contacts at each issuing organization
4. Delivers — produces a ranked Intelligence Digest with scored opportunities and personalised outreach openers every Monday morning

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Architecture

flowchart TD
    A[12 Procurement Portals] --> B[ProcurementIntelligenceSpecialist\nPlaywright + BeautifulSoup4]
    B --> C[OpportunityQualificationSpecialist\nPre-filter LLM · 0–100 score]
    C --> D[StrategicScoringAgent\nScoring LLM · 9 structured fields]
    D --> E[ScoringAssuranceAnalyst\nValidation + retry · max 2]
    E --> F[StakeholderIntelligenceSpecialist\nSerpAPI + Hunter.io]
    F --> G[StakeholderRelevanceAgent\nWeighted relevance scoring]
    G --> H[ExecutiveOutreachStrategist\nPersonalised opener]
    H --> I[(SQLite DB)]
    I --> J[IntelligenceDeliveryA