MEDA

The challenge

Research is abundant but fragmented, inconsistently structured and hard to compare across geographies and disciplines. Chat AI answers inside a conversation and the output dies with the chat; traditional business intelligence is powerful but demands clean warehouses, analysts and licences. Neither leaves you with something verifiable you can keep, publish or defend.

Product strategy

Treat intelligence as a lifecycle rather than an answer: research, verified figures, dashboard, live asset, audience — in one place. The model designs and explains; the engine does the arithmetic, so calculable facts are computed deterministically rather than guessed. Information is held in three states that are never blurred — grounded in a cited source, computed from your own data, or honestly marked unavailable — and a claim the figures do not support is dropped whole rather than softened.

User experience

A short brief is enough. Bring spreadsheets, PDFs, Word reports, scanned tables or images — detected by content rather than file extension — or pull in saved research, and MEDA returns KPIs, charts, a written summary, key takeaways and a source list, with layout and chart types chosen for the data. From there a dashboard can be hosted live, versioned, branded, shared with a team, questioned through a dashboard-aware assistant that labels where each answer came from, and expanded with one tap into related products, practitioners or research. Sponsor-funded public-service dashboards on public health topics sit free above the paid marketplace.

Technology solution

A research and intelligence platform across web and mobile: ingestion and detection pipelines, a deterministic computation engine, an AI dashboard generator, grounded summarisation bound to a dashboard version, provenance carried through every transformation, hosted live dashboards with teams, roles and brand themes, engagement reporting, and a marketplace with sponsorship and commission handling.

Outcome

MEDA turns scattered searching, manual spreadsheet work and unverifiable AI answers into published intelligence assets — free to the public where sponsors fund them, commercial where they are sold — with local knowledge presented as global, verifiable intelligence.

Key capabilities

• Global research map
• Structured research with citations intact
• AI dashboard generator
• Any-source ingestion (Excel, CSV, PDF, Word, images)
• Deterministic computation of figures
• Grounded summaries & key takeaways
• Ask this dashboard
• Quick keys — related products & practitioners
• Live hosted, versioned dashboards
• Teams, roles & brand themes
• Sponsorship & advert surfaces
• Engagement reporting & CSV export
• Dashboard marketplace

Technology stack

• React
• TypeScript
• Node
• Supabase
• Microsoft Azure
• PostgreSQL
• API infrastructure
• AI models