Who we build for
One approach. Every kind of organization.
Find the closest fit below. Each is the same engine, shaped to a different sector's workflow, data, and users — with a person in the loop where it counts.
Education
Live todayScribeAI: AI answer evaluation for UPSC & State PSC coaching institutes. Handwritten answers scored on content, structure, and language — every result reviewed by the institute's own mentor, delivered white-label.
- Answer & full-paper evaluation
- Mentor-in-the-loop review
- White-label per institute
Startups
We build with youMove fast with a partner who can take an AI product from idea to launch — the same 0→1 path we ran to ship ScribeAI, applied to your idea.
- 0→1 AI product build
- Rapid prototyping
- Launch & iterate
SMEs & Mid-market
We build with youAutomate the document- and decision-heavy work that eats your team's time — OCR, extraction, routing, and review — so people focus on judgment, not data entry.
- Workflow automation
- Document intelligence
- Practical, staged rollout
Enterprise
We build with youProduction-grade, auditable AI that integrates with the systems you already run and scales under real load — multi-tenant, isolated, and human-overseen by design.
- Custom AI & integration
- Audit trails & governance
- Scales with demand
How it works
From first call to production — together.
Talk
We start with your problem, not our tech. A real conversation about what you're trying to do and where AI actually helps.
Scope
We map the data, the workflow, and the risks — then propose a concrete plan with clear milestones and honest trade-offs.
Build
We build the pipeline — LLM + retrieval, validation, and a human-review gate — and put it in front of real users fast.
Launch & partner
We ship to production, then stay on to monitor, improve, and extend it as your needs grow. Not a one-off drop.
What you get
Outcomes, not just outputs.
A product that ships
Not a slide deck or a pilot that stalls — a working system in production, used by real people.
Trust built in
Human review where it matters and an audit trail throughout — so you can stand behind every output.
Your brand, your control
White-label and isolated per customer. It's your product, on your domain, with your data kept separate.
A partner, not a vendor
We stay on after launch to monitor, improve, and extend — the system gets better the longer it runs.