Government & public sector, on the record.
Citizen-facing sites in the local language, records digitised with AI and OCR, and deterministic AI that scores fairly and shows its working. Public work carries a different bar: citizens need information in Gujarati, records on paper need to become searchable data, and where AI helps decide, it has to be explainable and consistent. We build to that bar — for accountability, not just for a launch photo. 🏛️
Public work has to be fair, in the language people speak, and on the record.
Citizens need information in Gujarati, not developer English. Records in physical files need to become searchable data. And where AI helps decide, the same input must give the same output, every time.
The public site is dead or unreadable
Broken, outdated, English-only, no mobile — citizens can't find a notice, a form or a contact.
Records are on paper
Registers and files that can't be searched, backed up or audited. One missing file stalls a citizen for weeks.
Screening is inconsistent
Manual assessment means different officers reach different decisions on similar cases, and there's no audit trail.
"Black box" AI is a non-starter
A model that can't explain a score can't be defended to a citizen, an auditor or a committee.
Complaints go into a void
No structured intake, no tracking, no closure — just a register nobody reads.
Digital public services that are fair, findable and on the record.
Citizen portals, records digitisation, deterministic screening and grievance workflows from one team, built to survive a review.
Local language, done properly. Explainable AI only.
Real Gujarati typography and content, not a machine translation dropped into an English template. Deterministic scoring with hard gates and visible reasoning — nothing you can't defend. Sensitive records handled with backups, access control and an audit trail.
Gujarat-based and accountable. On the ground, reachable, and here for the AMC and roadmap after go-live.
Citizen portals & municipal sites
Modern, mobile, accessible sites in the local language with real information architecture — notices, forms, departments, contacts and structured complaint intake. We rebuilt Palanpur Nagarpalika as a modern Gujarati municipal site with a working complaint-to-portal flow, using proper Gujarati typography so it reads as it should.
Records digitisation with AI & OCR
We turn paper registers into searchable, backed-up, audited data using document AI and OCR. Our Palanpur digitisation pitch mapped exactly this — municipal records converted so a file lookup takes seconds, not weeks, and nothing is lost to a flood or a fire.
Deterministic AI screening & scoring
Where AI supports a decision, we build it deterministic — a 0–100 score with hard gates, the same input always giving the same output, and the reasoning shown. For i-Hub Gujarat we are building an incubation management system with a deterministic AI screening assistant. It is defensible to a citizen, an auditor and a committee, because it explains itself.
Grievance & workflow systems
Structured complaint intake, routing, tracking and closure so a citizen's issue has a ticket, an owner and a status — not a line in a dead register.
Why public bodies work with us
Public work is judged in a review, not on a launch day. We build so a portal, a digitised register or an AI score can be defended to a citizen, an auditor or a committee — because it reads in the right language, keeps its records, and shows its working.
- Local language, done properly — real Gujarati typography and content, not machine translation in an English template.
- Explainable AI only — deterministic scoring with hard gates and visible reasoning, nothing you can't defend.
- Sensitive records handled with care — digitisation with backups, access control and an audit trail.
- Gujarat-based and accountable — on the ground, reachable, and here for the AMC and roadmap after go-live.
From dead registers to public services on the record.
The outcome public bodies actually want: information citizens can find, records that survive, and decisions that hold up under scrutiny.
Built for accountability, not the launch photo
Local language, explainable AI, and records handled with backups, access control and an audit trail.
Systems built for accountability.
i-Hub Gujarat
Incubation management system with explainable 0–100 deterministic screening.
Palanpur Nagarpalika
Modern Gujarati municipal site and a records digitisation pitch.
Local language done properly, explainable AI only, and sensitive records handled with backups, access control and an audit trail.
Government, answered.
Can you build a citizen or municipal website in Gujarati?
How do you digitise old paper records?
Is AI safe to use in a government decision process?
Do you work with incubators and institutions, not only departments?
How do complaints get tracked to closure?
Tell us the mandate. We'll scope it.
Whether it's a citizen portal, records digitisation or explainable screening, start the conversation. Or explore every industry we serve, and siblings Healthcare & AYUSH and Professional Services.