What Tablif read on Panini 1.0's site
Panini 1.0 describes itself as: “Panini 1.0”
- Price model: free tier
- Free tier: Free forever
- Stage: Live, no waitlist
- How it differs: “Also ships the only public validators for ReBIT AA / ONDC / OCEN payloads & a multi-AA FIU client.”
What it is
Calls itself “BSA engine”.
- Calls itself: BSA engine
“BSA engine”
Where it puts itself
Claims “the only public validators for ReBIT AA / ONDC / OCEN payloads”. Rules out “black-box score”.
- Superlative claim: the only public validators for ReBIT AA / ONDC / OCEN payloads
- Says it will not: black-box score
“Also ships the only public validators for ReBIT AA / ONDC / OCEN payloads & a multi-AA FIU client.”
“No black-box score.”
What it costs
A free tier, free forever.
- Free plan: free forever
“Fully free under Apache-2.0, forever.”
Who it sells to
Sells to businesses. Made for FIUs. Sells into fintech.
- Sells to: businesses
- Made for: FIUs
- Sells into: fintech
“Indian fintechs pay vendors per-report for bank statement analysis.”
“For FIUs — entities already carrying fiduciary-grade obligations over AA data”
How it runs
A desktop app. Runs locally and works offline. Can be self-hosted. Hosted in the cloud. Distributed through the npm. Open source. Says it uses no AI.
- Kind: desktop
- Runs where: cloud / hosted · on the device, offline · self-hosted
- Distributed via: npm
- Open source: yes
- AI role: explicitly no AI
“Runs server-side or entirely in-browser.”
“The platform isolates the parsing core from the optional self-hosted ops layer”
What it works with
Integrates with SheetJS, Tesseract and exceljs. Built on Python and TypeScript. Names GitHub Copilot on its pages.
- Integrates with: SheetJS · Tesseract · exceljs
- Built on: Python · TypeScript
- Names: GitHub Copilot
“GitHub Copilot Write better code with AI”
“Panini is a zero-runtime-dependency TypeScript + Python engine”
What it offers as proof
Live, no waitlist. Publishes docs.
“Sign in”
“…docs -> https://github.com/peopleofproduct/Panini/tree/master/docs”
Sources
Tablif read these pages, last on 18 Oct 2026. Everything above is what the product says about itself; Tablif does not verify every claim.
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