AI

AI in production, not in slides.

We build AI into software people use every day. It reads scanned medical files, drafts doctors’ notes, follows up with patients on WhatsApp and summarises a team’s day. Here is what is running.

SurgicalJourney

Care programmes on WhatsApp

Recovery journeys in English or Hindi. Worrying replies reach a clinician in minutes, and programmes are translated by AI.

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occuhealth

Paper files to verified records

Ten-page scanned medical exams read, cross-checked and structured for a whole workforce. 99.4% agreement at about $0.08 a file.

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DoctorGo

An AI scribe that speaks Hinglish

Doctors just talk. The clinical note, prescription and follow-ups are drafted for them.

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Inside the work

How it actually works.

occuhealth: every value read twice, then checked

Scanned occupational-health files, about ten pages per employee, are classified page by page and extracted twice, independently. Arithmetic cross-checks catch confident misreads, and any field the two reads disagree on goes to a doctor. The result: 99.4% agreement at about $0.08 a file, with the model chosen by benchmarking several.

Read the occuhealth case study
occuhealth: the doctor’s review queue of extraction disagreements
The doctor’s review queue: fields the two extraction runs read differently.

DoctorGo: the doctor talks, the note writes itself

On the doctor’s phone, DoctorGo records the consultation and transcribes it in English, Hindi or Hinglish, speaker by speaker. From the transcript it drafts the SOAP note, the prescription and the follow-ups, ready for the doctor to check and sign.

Read the DoctorGo case study
DoctorGo: the live transcript, the patient in Hindi and English and the doctor in English
The live transcript on the doctor’s phone: the patient in Hindi and English, the doctor in English.

SurgicalJourney: care programmes in the patient’s language

Recovery programmes run on WhatsApp in English or Hindi, translated by AI and previewed message by message before they go out. A worrying reply goes straight to a clinician’s queue.

Read the SurgicalJourney case study
SurgicalJourney: the protocol builder with a live WhatsApp preview
The protocol builder, with a live WhatsApp preview.
AI in our products

Built into Eligenix.

Catch up on a busy channel in seconds

“Catch me up” summarises what a channel missed, and meeting summaries come with action items. Calls are transcribed in Hindi, English and Hinglish, with live captions.

Explore Eligenix
Eligenix: the AI “catch me up” summary of a busy channel
“Catch me up” on a busy channel.

Replies, rewrites and translation

Suggested replies, help rewriting a message, and translation between Hindi and English. Each company decides which AI features its people get.

Eligenix: AI-suggested replies in a conversation
AI-suggested replies in a conversation.
How we build with AI

AI makes us fast, not careless.

Our engineers build with Claude Code and GitHub Copilot every day. Every change is still reviewed and approved by a person.

  • Planning with AI

    Requirements, edge cases and a step-by-step build plan, drafted with AI and agreed with you before we write code.

  • AI pair programming

    Engineers write code alongside AI, so routine work that used to take days takes hours.

  • Written rules for every codebase

    Each project has rules for AI assistants: our conventions and security guardrails, so suggestions fit your product.

  • Tests with every feature

    AI drafts automated tests alongside the code, and engineers extend them.

  • A person approves every release

    AI flags likely problems in each change; an engineer reviews and approves it before it ships.

  • An MVP in about four weeks

    A working product with real users in about a month, then new modules in planned releases.

  • Faster support

    When something breaks, AI helps us read the logs, find the cause and prepare the fix.

  • Docs that stay current

    Setup guides, runbooks and handover notes are written while we build, not after.

Want AI that earns its keep? Let’s talk.

Tell us where the paperwork, the waiting or the repetition is. We’ll tell you honestly whether AI fixes it.