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AI & Intelligent Systems

Agentic AI Systems

Autonomous workflows across your stack.

Enterprise AI Copilots

Domain assistants on your data.

AI Workflow Automation

Replace operational overhead.

RAG & Knowledge Systems

AI search across your corpus.

Computer Vision

Quality, safety, surveillance AI.

Software & Infrastructure

AI Infrastructure & GPU

Private clusters, inference, on-prem.

Enterprise Software

Custom platforms, dashboards.

ERP & Operations

ERPNext, Odoo, custom ERP.

Zero-trust, AI security audits.

Lakehouses, ETL, analytics.

Frontier Engineering

Industrial & autonomous systems.

Ground systems, telemetry, mission ops.

Hybrid Education

AI-native learning platforms.

Autonomous Vehicles

Perception, planning, fleet AI.

Plant Automation

MES, SCADA, industrial AI.

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

Risk, ops, KYC, treasury.

Clinical AI, RCM, patient ops.

Government & Defense

Sovereign AI, secure deployments.

Hybrid learning, content ops.

Operations

Predictive ops, supply chain AI.

Retail & E-commerce

Personalization, inventory.

Route, fleet, warehouse AI.

Plant intelligence, BIM AI.

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.

Strategy & Engineering

AI Transformation Consulting

Strategy → roadmap → implementation.

Custom AI Engineering

Bespoke models, fine-tuning, evals.

MLOps & Evaluation

Production observability + safety.

Run & Operate

Managed Cloud & Infra

24/7 ops, SLAs, cost optimization.

Security & Compliance

SOC 2, ISO 27001, audits.

Embedded AI Teams

Senior engineers, embedded with yours.

Venture & R&D

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.

Explore the stack

Read

Production deployments at scale.

Engineering Writing

Field notes from the team.

Long-form on AI, infra, ERP.

Build

Eval harnesses + utilities.

Reference Architectures

Battle-tested blueprints.

Implementation guides.

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.

Read the write-up

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.

Talk to engineering directly.

Rohit Wakode — Founder & Director

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

Read the profile

Service · 04

Managed Cloud & Infra

24/7 SRE operations, SLA management, cost optimisation across stacks.

Schedule Consultation Message on WhatsApp

Running AI infrastructure 24/7 is a specialist job most teams shouldn't have to staff. We operate it for you — private GPU clusters, model serving, and the whole stack — to real SLAs, at predictable cost.

You get frontier capability without the on-call rota or the surprise bill.

Format24/7 SRE, SLAs, cost control

TeamSenior SREs

OutputOperated infra to a real SLO

EntryMSA + onboarding

01 — What's included

We run it; you use it.

/ 01

24/7 operations

Senior SREs operate your AI and infra around the clock.

/ 02

SLA management

Availability and latency held to agreed SLOs.

/ 03

Cost optimisation

Continuous right-sizing across cloud and on-prem.

/ 04

Security operations

Patching, secrets, and posture managed.

/ 05

Capacity planning

Scale ahead of demand, not behind it.

/ 06

Incident response

Playbooks, on-call, and post-incident review.

02 — How we engage

From first call to production.

01

Onboard

02

Operate

03

Optimise

04

Report

STEP 01

Onboard

We assess and take over your stack with documented runbooks.

STEP 02

Operate

24/7 monitoring, on-call, and SLA management.

STEP 03

Optimise

Continuous cost and performance tuning.

STEP 04

Report

Transparent dashboards on availability, latency, and spend.

03 — Where it pays

Use cases.

24/7 cluster operationSLA managementCost optimisationSecurity operationsCapacity planningIncident response

04 — Engineering

Stack & standards.

Operate

24/7 on-call

SLO management

Incident response

Optimise

Cost dashboards

Right-sizing

Capacity planning

Secure

Patching

Secrets / KMS

Posture

05 — Outcomes

What good looks like.

99.95%

Availability

Operated to a real SLO.

Predictable

Cost

Transparent, controlled spend.

Zero

On-call for you

We carry the pager.

06 — Questions

Answers, before you ask.

Cloud or on-prem?

Both — we operate your stack wherever it runs, including hybrid, to the same SLAs.

What SLAs do you offer?

Availability and latency SLOs agreed to your needs, with transparent reporting and incident review.

Can we take it back in-house later?

Yes — everything is documented and transferable; you're never trapped.

Ready when you are

Let's talk about Managed Cloud & Infra.

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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