VendorShield - Vendor Risk Scorecard

Model: openai/gpt-4o-mini
Status: Completed
Cost: $0.063
Tokens: 182,872
Started: 2026-01-03 20:59

MVP Roadmap & Feature Prioritization

MVP: Automated vendor risk assessment platform

Core Problem: Companies face significant risks from third-party vendors, and existing manual assessments are outdated and ineffective.

Must-Have Features: Continuous risk monitoring, vendor discovery, risk scoring, automated workflows, reporting & compliance.

What's NOT in MVP: Advanced AI capabilities for anomaly detection, deep vendor assessments, and enterprise features.

Feature Prioritization Matrix

PHASE 1 (MVP)
  • Continuous Risk Monitoring
  • Vendor Discovery
  • Risk Scoring
  • Automated Workflows
  • Reporting & Compliance
PHASE 2-3
  • Advanced AI capabilities
  • Deep vendor assessments
  • Enterprise features
DON'T BUILD
  • Low priority features
PHASE 4+
  • Nice-to-Have Features

Phased Development Plan

Feature Priority Effort Week
User authentication P0 3 days Week 1
Continuous Risk Monitoring P0 5 days Week 2-3
Vendor Discovery P0 3 days Week 4
Risk Scoring P0 4 days Week 5
Automated Workflows P1 6 days Week 6-7
Reporting & Compliance P1 5 days Week 8

Implementation Strategy

AI/ML Components:

Feature AI Approach Tools/APIs Complexity Cost/User
Risk Scoring Regression models Python, scikit-learn Medium $0.15
Anomaly Detection Clustering algorithms Python, TensorFlow High $0.20

Development Timeline & Milestones

Gantt-style Timeline:

Week 1-2: ████████░░░░░░░░░░░░░░ Foundation & Setup

Week 3-4: ░░░░░░░░████████░░░░░░ Core Features

Week 5-6: ░░░░░░░░░░░░░░░░████░░ Polish & Testing

Week 7-8: ░░░░░░░░░░░░░░░░░░████ Beta Launch

Milestone Checklist:

  • Milestone 1: Technical Foundation (Week 2)
    • [ ] Development environment set up
    • [ ] CI/CD pipeline configured
    • [ ] Authentication working
    • [ ] Database schema deployed
    • [ ] API routes scaffolded
  • Milestone 2: Core Functionality (Week 4)
    • [ ] Primary user workflow complete
    • [ ] AI integration functional
    • [ ] Basic UI/UX implemented
    • [ ] Error handling in place
  • Milestone 3: Beta Ready (Week 6)
    • [ ] End-to-end testing passed
    • [ ] 20 internal testers validated
    • [ ] Performance optimized
    • [ ] Analytics integrated
    • [ ] Landing page live

Success Metrics by Phase

Phase Metric Target Measurement
Phase 1 Beta signups 50-100 Email list
Phase 2 Active users 250+ Weekly active
Phase 3 MRR $3,000+ Stripe dashboard

Post-MVP Roadmap Vision

Next 6 Months (Months 4-9):

  • Focus: Product-market fit refinement
  • Key Features: Financial and operational risk modules, deep vendor assessments
  • Goals: 2,500 users, $10K MRR, break-even

Next 12 Months (Months 10-15):

  • Focus: Scale and enterprise readiness
  • Key Features: API access, white-label, advanced analytics
  • Goals: 10,000 users, $50K MRR, Series A ready