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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.
Cybersecurity
Zero-trust, AI security audits.
Data Platforms
Lakehouses, ETL, analytics.
Frontier Engineering
Robotics
Industrial & autonomous systems.
SpaceTech
Ground systems, telemetry, mission ops.
Hybrid Education
AI-native learning platforms.
Autonomous Vehicles
Perception, planning, fleet AI.
Plant Automation
MES, SCADA, industrial AI.
Featured
The Readiness Assessment

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

Read the brief
Regulated
Banking & Finance
Risk, ops, KYC, treasury.
Healthcare
Clinical AI, RCM, patient ops.
Government & Defense
Sovereign AI, secure deployments.
Education
Hybrid learning, content ops.
Operations
Manufacturing
Predictive ops, supply chain AI.
Retail & E-commerce
Personalization, inventory.
Logistics
Route, fleet, warehouse AI.
Construction
Plant intelligence, BIM AI.
Emerging
Energy & Utilities
Forecasting, grid intelligence.
Mobility
AVs, fleet, urban systems.
SpaceTech
Ground systems, mission ops.
Professional Services
Knowledge AI, drafting, ops.
Case study
Tier-1 bank cuts reconciliation 92%

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

Read the case
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
Venture Studio
Build/spin-out AI ventures.
Applied Research
Partnerships with research labs.
Readiness Assessment
5-day fixed-price discovery.
New
Private AI on dedicated GPUs

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

Explore the stack
Read
Case Studies
Production deployments at scale.
Engineering Writing
Field notes from the team.
Whitepapers
Long-form on AI, infra, ERP.
Build
Open Source
Eval harnesses + utilities.
Reference Architectures
Battle-tested blueprints.
Documentation
Implementation guides.
Trust
Trust Center
Security & compliance posture.
System Status
Live SLA & incident history.
Latest
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
About Deneural
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
Careers
Senior engineers only.
Ventures Portfolio
4 unicorns. $500M+ follow-on.
Press & Media
Coverage, kits, statements.
Contact
Talk to engineering directly.
Founder
Rohit Wakode — Founder & Director

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

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Ventures · Portfolio

Four unicorns. $500M+ follow-on. One studio.

Deneural in-house team of engineers, designers, and operators builds, spins out, and backs deep-tech AI ventures across enterprise AI, ERP, infrastructure, mobility, and frontier engineering.

Unicorn portfolio
4
Crossed $1B valuation
Follow-on capital
$500M+
Across portfolio
Sectors
8
Diverse coverage
Active R&D
6
Currently in-build
01 — Active R&D

Currently exploring.

Rohit Wakode is currently exploring challenges to solve in these areas. Open to strategic partnerships.

Construction

Construction Tech

AI-native project intelligence, BIM agents, safety vision, and progress automation.

Stage · R&D
Industrial

Plant Automation

MES-to-AI bridges, predictive maintenance, SCADA modernisation.

Stage · Early customer
Mobility

Autonomous Vehicles

Perception, planning, fleet orchestration for industrial AVs and last-mile.

Stage · R&D
Robotics

Robotics

Cobots, mobile robots, inspection systems — AI-physical interface.

Stage · R&D
Space

SpaceTech

Ground stations, telemetry pipelines, mission-control software.

Stage · R&D
Education

Hybrid Education

AI-native learning platforms, content ops, assessment AI.

Stage · Pilot
Enterprise

Agentic Enterprise AI

Production-grade autonomous workflows for finance, healthcare, logistics.

Stage · Scale
Infra

Private AI Infrastructure

Dedicated GPU hosting and managed inference for regulated enterprises.

Stage · Scale

Open to strategic partnerships.

Whether you bring capital, a sector, or a problem — we want to hear from you.

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