AI for the moments that can't be re-run.
We build AI systems for high-stakes, high-volume moments — where millions of forms, ballots, or answer sheets need to be read fast, and read right.
Two domains. One job: read structured human input, at scale, without slowing down.
2026 State Elections
We deployed AI systems to support state election operations in 2026 — built to handle high volumes of data under strict time pressure, with accuracy as the only acceptable outcome.
- Large-scale data processing during live election operations
- Systems designed for verifiability and audit, not just speed
- Built to hold up under real-time load on a single, non-negotiable day
Exam evaluation, at scale
For UPSC-track preparation and coaching institutes, we built AI that reads and scores at volumes no human panel can match — consistently, and on deadline.
- Automated evaluation of UPSC-style descriptive answer papers
- MCQ generation for institutes, built from their own syllabus and question banks
- Consistent scoring logic across thousands of submissions
AI-Powered Election Analytics
We develop AI and data-driven solutions for political research, election analysis, media organizations, public policy teams, and campaign decision-makers.
Our solutions transform complex election data into interactive dashboards, research reports, constituency insights, and decision-support tools. Forecasts and scenario models are presented with transparent assumptions, data limitations, and confidence indicators.
Focused AI products for the problems that eat the most time.
Beyond elections and exams, we build AI systems for the operational moments where volume and accuracy matter just as much.
AI Customer Support Agent
An intelligent AI assistant that answers customer queries using company knowledge, supports multiple languages, captures leads, and seamlessly hands off complex conversations to human agents.
Intelligent Document Processing (IDP)
AI-powered document processing solution that extracts structured data from invoices, receipts, contracts, bank statements, and identity documents with high accuracy.
Sales Forecast & Demand Prediction
Machine learning solution that forecasts sales, predicts customer demand, identifies seasonal trends, and helps businesses optimize inventory and revenue planning.
Predictive Maintenance System
AI-driven predictive maintenance platform that monitors equipment health, detects anomalies, predicts failures before they occur, and minimizes downtime using sensor data.
Computer Vision Quality Inspection
Automated visual inspection system that detects manufacturing defects, missing components, scratches, and quality issues in real time using deep learning and computer vision.
The same discipline, in more rooms that can't afford to get it wrong.
We're not chasing every AI use case. We're going deeper into the ones where volume, deadlines, and accuracy all collide at once.
More exam boards, more institutes
Extending evaluation and question-generation tooling beyond UPSC prep to other competitive exams and coaching networks.
Deeper civic infrastructure
Building on our election work with systems for other high-stakes public processes that run on paper, forms, and deadlines.
Audit-first AI, by default
Every system we ship is built to show its working — because in our domains, "trust us" was never going to be good enough.
Have a high-stakes problem to solve?
If it involves reading a lot of forms, fast, and getting every one of them right — that's our kind of problem.