Product Development Roadmap
Verif-Ai
From MVP to Universal Verification Layer.
A four-phase build plan — Now, Next, Scale, Vision — across the five product lanes that compound into an enterprise-grade verification platform.
Verif-Ai · Product roadmap
Click any item to explore
Core verification engine
Doc extraction MVP
OCR, layout parsing, 12 doc types
Eligibility validation
HL7/FHIR, EDI 270/271 support
LLM extraction layer
Unstructured fields, confidence scoring
Self-improving models
Feedback loops, drift detection
Exception handling
Review queue dashboard
Priority queue, audit trail
Smart routing engine
ML triage, specialist queues
Auto-resolution
70% hands-free, pattern library
Predictive prevention
Pre-submission validation, broker SDK
Compliance & audit
SOC 2 + audit logs
HIPAA compliant, immutable trail
Compliance rule engine
State/LOB rules, NAIC aligned
Enterprise certifications
SOC 2 Type II, ISO 27001
Global compliance
GDPR, Solvency II, FCA
Integrations & APIs
REST API + webhooks
OAuth 2.0, Python & JS SDKs
Enterprise connectors
Guidewire, Salesforce, Epic EHR
AI platform embed
Azure, AWS, GCP marketplaces
Open ecosystem
Developer portal, ISV program
Market expansion
Health + auto launch
92% & 88% AI adoption verticals
Home + life expansion
Full P&C and life coverage
Adjacent verticals
Healthcare credentialing, KYC/AML
Universal platform
Legal, global regulated industries
Phase 1 · Now (Q3–Q4 2026)
Phase 2 · Next (Q1–Q2 2027)
Phase 3 · Scale (Q3–Q4 2027)
Phase 4 · Vision (2028+)
Select any roadmap item above to see details, success metrics, and rationale.