The plumbing is done.
Start asking.
48TB of healthcare data from 80+ government sources —
curated, SQL-ready, and traceable to the original filing.
Company & Offering Overview · 2026
The problem
Healthcare data is everywhere.
Insight is nowhere.
- Dozens of agencies, hundreds of files — CMS, CDC, FDA, HRSA, AHRQ each publish data in their own formats and update cycles, making unified analysis nearly impossible.
- Generic AI doesn't understand healthcare — off-the-shelf tools can't navigate NPI directories, fee schedules, quality measures, or CMS transmittals without deep domain context.
- Answers take weeks — every market question becomes a download-normalize-join-visualize expedition before a single insight reaches decision-makers.
What we do
One platform. Every healthcare dataset.
AI-ready from day one.
Curated data, always fresh
80+ sources — CMS, CDC, FDA, HRSA, AHRQ, Census, BLS and more — curated, SQL-ready, and updated automatically. No downloads. No pipelines.
Ask in plain English
mimibot turns questions into SQL, runs them, and returns answers with charts and downloadable results — plus R code for further analysis.
Integrate anywhere
Query via REST API or Model Context Protocol (MCP) and pipe live healthcare data into your own products, workflows, and AI agents.
Offerings
Two tiers. One catalog.
Everything you need to go from question to answer — no data engineering, no infrastructure.
- ✓mimibot — AI chat that writes and runs SQL, generates R visualizations, and explains results in plain language.
- ✓Web SQL interface — query any table directly, download results as CSV, and save queries for reuse.
- ✓MCP access — connect Claude, Cursor, or any MCP-compatible agent directly to the full mimilabs catalog.
+ everything in Individual
Bring the entire mimilabs catalog into your own data platform — live, always current, no ETL required.
- ✓Delta Sharing — full 48TB catalog shared directly into your Databricks workspace or any Delta Sharing–compatible platform.
- ✓Platform-agnostic — Databricks is preferred, but sharing works with Snowflake, dbt, and other compatible platforms.
- ✓Always fresh — data updates propagate automatically; no re-ingestion, no stale snapshots.
Pricing on request — contact hello@mimilabs.ai
Your AI co-analyst for healthcare data.
Ask complex questions in plain English. mimibot discovers the right tables, writes optimized SQL, and returns structured answers with charts and downloadable results — all in seconds.
- ✓Natural language to SQL — mimibot handles table discovery, joins, and date logic. No query-writing required.
- ✓R code & visualizations — generates maps, charts, and statistical analyses; download the R script or the result data directly from the chat.
- ✓Built-in healthcare context — understands NPI lookups, HCPCS codes, CMS fee schedules, quality measures, and CMS transmittals out of the box.
- ✓Data quality evaluation — a second AI agent reviews every answer for truncation, arithmetic errors, and date mismatches before showing results.
Pipe healthcare intelligence into your own products.
REST API and Model Context Protocol access let your engineers and AI agents query the full mimilabs catalog programmatically — no data pipeline to maintain.
- ✓Model Context Protocol (MCP) — connect Claude, Cursor, or any MCP-compatible agent directly to the catalog; schema discovery included.
- ✓REST API with API key auth — run SELECT queries from any application stack; returns JSON with full column metadata.
- ✓Schema introspection — find tables, describe columns, and explore the catalog programmatically without manual documentation lookup.
- ✓Secure by default — SELECT-only enforcement, per-key rate limiting, and audit logging on every query.
Why mimilabs
The data infrastructure your
team never had to build.
From weeks to seconds
What used to require downloading raw government files, writing ETL pipelines, and waiting days for an answer now takes a single question in natural language.
AI that knows healthcare
mimibot understands CMS schemas, NPI structures, ICD-10 coding, quality measures, and fee schedules — domain knowledge is built in, not bolted on.
One source of truth
Strategy, analytics, and engineering teams all query the same curated, always-current catalog — no version drift, no stale spreadsheets, no duplicate pipelines.
Meets you where you are
Start with mimibot on day one. Graduate to web SQL, MCP agents, or full Delta Sharing into your existing platform as your needs grow.
Stop hunting
for answers.
- Web
- mimilabs.ai
- hello@mimilabs.ai
- Platform
- app.mimilabs.ai