Roadmap

From product to platform.

A phased approach: ship fast, validate with real lab operations, then scale.

Phase 1

MVP

Months 1–4
  • Sample management & barcoding
  • Test management & OOS flagging
  • CoA generation & e-signatures
  • Client portal & submission
  • QuickBooks sync
Phase 2

Intelligence Layer

Months 4–7
  • Instrument integration framework
  • Inventory management
  • QMS module (CAPA, deviations)
  • AI anomaly detection
  • Salesforce integration
Phase 3

Enterprise Scale

Months 7–10
  • SAP integration
  • Predictive analytics
  • Natural language queries
  • Multi-site support
  • Validation packages (IQ/OQ/PQ)
Phase 4

Platform

Month 10+
  • Connector marketplace
  • Public API ecosystem
  • Continuous compliance AI
  • White-label option
  • Industry benchmarking

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