AI products & enterprise services

AI that shows its work.

We build enterprise software where the AI drafts and explains, real engines do the math, and nothing important happens without a person saying yes. Every decision leaves a record you can hand to an auditor.

The AI talks. It explains, summarizes, and drafts — it doesn't decide.
The engine decides. Every number comes from real computation, not a guess.
People stay in charge. Anything sensitive waits for a named human to approve it.
Proof, not promises. Every action lands in a log no one can quietly edit.

Product portfolio

Different domains, one standard of trust.

Running a pipeline, governing a bank's data, grading a student's code — wherever our products work, the AI helps, the engine decides, and you can always see why.

AI assessment + LMS

Sparo Learn

Courses, coding practice, mock interviews, and a tutor that never gets tired. The AI explains what you got wrong; the grading engine decides the score — so the same work always earns the same result.

  • Real code execution with true pass/fail
  • Interview scoring against a rubric — identical every time
  • Study plans built from your actual gaps
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Revenue assurance

ContractIQ

Most companies leak revenue in the gap between what the contract says and what the invoice charges. ContractIQ reads the contracts, does the math, and checks every billing line against the terms you actually agreed to.

  • Catches discrepancies before your customer does
  • Contract terms surfaced right inside Sparo deals
  • Every finding backed by a reconciliation you can show an auditor
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Education platform

Medhaverse

Universities run on systems that were never meant to talk to each other. Medhaverse follows the student instead — one platform from first inquiry to graduation, across campuses, countries, and calendars.

  • The whole student lifecycle in one system
  • Built for multi-campus, multi-country reality
  • Staff spend their time on students, not spreadsheets
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How we build

The rules we don't break.

Four habits show up in everything we ship — the same discipline whether the domain is a sales pipeline, a bank's data estate, or a student's grade.

01

Engines do the math

Scores, totals, and verdicts come from SQL, graders, and rubrics. The AI explains a number — it never invents one.

02

People approve what matters

Agents suggest; humans decide. Every write shows exactly what it will touch, then waits for a yes.

03

Logs no one can edit

Approvals, decisions, and AI actions land in append-only, hash-chained records. "Prove it" takes a click, not three weeks.

04

Configuration over forks

New verticals, fields, and workflows ship as metadata on a tenant-safe core — deep customization that never forks the product.

Enterprise AI services

From first idea to running system, with proof at every step.

The same discipline we put into our products, applied to yours — from the first honest assessment to round-the-clock operations.

Phase 01 — Advise

Strategy & Advisory

Figure out what's worth building before you spend a dollar building it.

  • Readiness & use-case discovery Where AI will actually pay off in your business — and where it won't.
  • Roadmap & architecture A plan your engineers can build and your board can defend.
  • Regulation, handled early AI Act, SOC 2, GDPR, sector rules — designed in from day one, not bolted on.
Phase 02 — Build

Build & Deploy

From signed agreement to working software in weeks, not quarters.

  • Agent engineering Multi-agent workflows wired into your ERP, CRM, and data — with guardrails.
  • Governance built in Policy checks and audit trails inside every pipeline, not on a separate slide.
  • Proof of value in 6–8 weeks A real pilot with measurable results and no disruption to your teams.
Phase 03 — Operate

Operate & Scale

We stay on after launch — and the system gets better every month.

  • Managed operations, 24×7 SLA-backed monitoring and incident response, so your team can sleep.
  • Continuous improvement We measure what the system gets wrong and fix it, on a loop.
  • Adoption that sticks Success measured by outcomes your people feel, not tickets closed.

Why we exist

"Authority can be delegated to a machine. Accountability cannot."

We started Pramukha because we kept seeing the same thing: companies want what AI can do, but no one can answer the simple question — who approved that? So we build software that can always answer it. The AI helps, the engine decides, a person signs off, and the record keeps itself.

Get in touch

Tell us what you're building — or what's breaking.

We'll point you at the right product, a live demo, or a working pilot in 6–8 weeks. No slideware, no twelve-step discovery process.

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