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Platform Overview¶

Current MVP

The MVP focuses on PDF scraping, ETL, database storage, and a basic REST API with a Next.js landing page deployed on Vercel.

What FinSight API Does¶

Target Users¶

Free Tier¶

Paid Tier¶

Covered Companies (MVP)¶

Company	Exchange	Report Type
Maybank	Bursa Malaysia	Quarterly / Annual
CIMB	Bursa Malaysia	Quarterly / Annual
TNB	Bursa Malaysia	Quarterly / Annual
Petronas	Bursa Malaysia	Annual
Maxis	Bursa Malaysia	Quarterly / Annual
Telekom Malaysia	Bursa Malaysia	Quarterly / Annual
Genting	Bursa Malaysia	Quarterly / Annual
Sunway	Bursa Malaysia	Quarterly / Annual

Monetization Strategy¶

Six-Month Roadmap¶

Planned Architecture (Future Phases)

Phases 3–6 are planned and not yet implemented.

gantt
    title FinSight API — 6-Month Roadmap
    dateFormat  YYYY-MM-DD
    section Phase 1
    MVP & Data Acquisition       :done, p1, 2026-01-01, 3w
    section Phase 2
    ETL Pipeline & Database      :done, p2, after p1, 4w
    section Phase 3
    RAG & Backend API            :active, p3, after p2, 4w
    section Phase 4
    Dashboard & Auth             :p4, after p3, 5w
    section Phase 5
    Agentic Workflows            :p5, after p4, 3w
    section Phase 6
    MLOps & CI/CD                :p6, after p5, 4w

Key Design Principles¶