PramanOS
An India-first, AI-powered platform that makes every survey — field, phone or online — faster, cheaper and audit-grade. From raw data to verified findings on one system.
Good governance runs on good survey data
Every flagship programme — health, education, nutrition, livelihoods — is designed, monitored and course-corrected using survey evidence. The quality and speed of that evidence directly shapes policy outcomes. Yet the machinery producing it still runs on manual cleaning, WhatsApp queries and month-long reporting cycles.
Every problem, answered by design
What holds survey research back today — and how PramanOS closes each gap.
AI translation & standardisation, with Bhashini integration for Indian-language depth.
Real-time anomaly engine — speeder, GPS-clone and straight-lining detection, plus audio audit and auto back-checks.
Offline-first digital collection (CAPI) with delayed sync — field work never stops.
Device fingerprinting, attention checks and deduplication — field, phone and online on one platform.
One-click AI Clean with researcher approval — hours instead of weeks.
India-hosted, consent-aware pipelines, role-based access, encrypted at rest and in transit.
Model-agnostic layer routing across Anthropic, OpenAI, Google and Indian LLMs — best model per task, no dependence.
The Evidence Trail — every edit flagged, reversible, logged and exportable for any auditor.
Six modules, one research operating system
A model-agnostic AI core routes each task to the best of Anthropic Claude, OpenAI, Google Gemini or Indian LLMs — sovereignty and cost control by architecture, not by promise.
Design
AI converts Word questionnaires to validated digital forms; skip-logic checks; instrument translation.
Collect
Field (CAPI), phone (CATI) and online (CAWI) on one platform; offline-first; integrates KoboToolbox / SurveyCTO.
Live
Real-time dashboards: enumerator productivity, quality flags, automated back-check sampling.
Clean
AI translation, standardisation, anomaly detection and a query workflow with full audit trail.
Report
Auto topline tables, cross-tabs and branded draft findings within hours of field close.
Portal
Read-only window for the commissioning department or funder: live progress, live quality.
Built in step with India's digital priorities
Digital India
Digitises a paper-and-Excel industry end to end — collection, quality control, evidence and reporting.
DPDP Act 2023
Privacy-by-design: India-hosted data, consent-aware pipelines, role-based access — compliance as architecture.
Bhashini & Indian AI
Indian-language AI in the core loop; model-agnostic routing keeps room for sovereign LLMs as they mature.
Startup India / Make in India
DPIIT-track Indian startup building export-ready software for a market global vendors ignore.
Evidence-based policy
Faster, audit-grade survey evidence for programme evaluation — the raw material of Viksit Bharat 2047 planning.
Employment & skilling
Upskills lakhs of field investigators into digital-first data professionals rather than replacing them.
Be first to know when PramanOS launches.
We're piloting PramanOS with early government, PSU and CSR partners. Reach out to explore a pilot survey or get notified at launch.
From raw data to verified findings — in days, not months.
Evidence you can trust. Decisions that create impact.