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The Readiness Assessment

A 5-day engagement that maps your data, surfaces high-ROI AI candidates, and recommends a pilot — fixed price.

Regulated

Banking & Finance

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Operations

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Emerging

Energy & Utilities

Forecasting, grid intelligence.

AVs, fleet, urban systems.

Ground systems, mission ops.

Professional Services

Knowledge AI, drafting, ops.

Tier-1 bank cuts reconciliation 92%

Agentic reconciliation across 14 source systems — six-week pilot, full rollout in one quarter.

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SOC 2, ISO 27001, audits.

Embedded AI Teams

Senior engineers, embedded with yours.

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Build/spin-out AI ventures.

Applied Research

Partnerships with research labs.

Readiness Assessment

5-day fixed-price discovery.

Private AI on dedicated GPUs

Frontier-class models on isolated infrastructure — your data never leaves the perimeter.

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Read

Production deployments at scale.

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Long-form on AI, infra, ERP.

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Eval harnesses + utilities.

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Trust

Security & compliance posture.

Live SLA & incident history.

Field notes: agentic eval at production scale

How we ship and operate eval harnesses for systems running ten-million-plus actions a month.

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Who we are

India's 1st IIT-IIM AI venture studio.

Founder & Director

Rohit Wakode · IIT Bombay · GLC Mumbai.

Vision & Mission

What we're building toward.

Engineering Philosophy

Systems thinking, deeply applied.

People & ventures

Senior engineers only.

Ventures Portfolio

4 unicorns. $500M+ follow-on.

Coverage, kits, statements.

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Rohit Wakode — Founder & Director

B.Tech IIT Bombay · LLB GLC Mumbai. Building intelligent enterprise systems in India since 2014.

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Service · 08

Applied Research

Applied-research partnerships with leading institutions, turning frontier methods into production systems.

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There's a gap between a promising paper and a production system, and most teams fall into it. We close it — taking frontier methods and engineering them into things that actually run, reliably, on your problem.

Research that doesn't ship is a hobby. We keep it pointed at outcomes.

FormatApplied-research partnerships

TeamResearch-literate engineers

OutputMethods that ship, not just papers

EntryResearch scoping

01 — What's included

Frontier methods, made production-grade.

/ 01

Applied research

Frontier methods evaluated against your real problem.

/ 02

Feasibility studies

Honest answers on what's possible, and what isn't yet.

/ 03

Prototyping

Fast prototypes that de-risk before full build.

/ 04

Method engineering

Turning research into reliable, production-grade systems.

/ 05

Evaluation

Rigorous benchmarking against ground truth.

/ 06

Partnerships

Collaboration with leading institutions, focused on outcomes.

02 — How we engage

From first call to production.

01

Frame

02

Investigate

03

Engineer

04

Transfer

STEP 01

Frame

We frame the research question against a real, valuable problem.

STEP 02

Investigate

Prototype and benchmark candidate methods rigorously.

STEP 03

Engineer

Harden the winning approach into a production-grade system.

STEP 04

Transfer

Hand over methods, code, and findings to your team.

03 — Where it pays

Use cases.

Applied researchFeasibility studiesPrototypingMethod engineeringBenchmarkingResearch partnerships

04 — Engineering

Stack & standards.

Method

Literature → prototype

Benchmarking

Ablations

Engineering

Production hardening

Eval harness

Reproducibility

Focus

Outcome-driven

Honest feasibility

Transfer

05 — Outcomes

What good looks like.

Shippable

Not just papers

Methods engineered to run.

Honest

Feasibility

Clear on what's possible now.

Transferred

To your team

Code and findings handed over.

06 — Questions

Answers, before you ask.

Is this academic research?

It's applied research — frontier methods pointed at your real problem and engineered to ship, not papers for their own sake.

Will you tell us if something won't work?

Yes — honest feasibility is the point. We'd rather save you a quarter than chase a dead end.

Do we get the IP?

Methods, code, and findings are transferred to you, subject to the engagement terms.

Ready when you are

Let's talk about Applied Research.

Start with a fixed-price 5-day Readiness Assessment or a 6-week pilot. Senior engineers, measurable evals, and a system you own on handover.

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