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AI Driven
Value Creation
for Industrials

We go beyond deploying AI projects. We install an AI capability that compounds. Our operator-led model focuses on industrial companies. Our success is measured in EBITDA.

The standard AI transformation model relies on clean data and digital-native workflows. Most industrial businesses have neither.For an industrial business value sits in pricing, planning, sourcing, and uptime. Our tools deliver value, integrate your existing data stack, and make your products, services, processes and workforce AI-native.

Why Forge

Driving
industrial technology

Impact-Driven

We define success as P&L movement, not go-live.  Our AI tools are anchored in specific P&L value drivers determined before we write a line of code. We focus on pricing optimization, quoting automation​, production planning and more.

Works With Your Systems

We build on your existing ERP, MES, CRM, and IoT infrastructure you already run. SAP, Epicor, Infor, Syspro, Acumatica, FactoryTalk, Tulip, AVEVA. We can connect on your existing platforms within weeks

Last-Mile Ownership

We embed into operations until the capability is self-sustaining and owned by your team. We stay the course through change management, ensuring workflow adoption on the floor.

Operator-Led

Our team has run industrial P&Ls. We speak the language of the plant floor, and every solution we design accounts for how work actually gets done.

Capabilities

An AI Factory for Industrial Value Creation

Building custom tools to drive measurable impact.

EBITDA

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Sandbox Environment

Explore our Tools

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Choose a Tool

Ideas, insights, and conversations on
AI and industrials

See all
Case StudyCommercial Excellence
~$46M
pricing upside and ~200 bps of gross margin

Rebuilt pricing end to end — architecture, incentives, governance, and AI tooling on existing systems — lifting realization from 50-60% to about 90%.

~$3B equipment manufacturerRead the case study
Case StudySupply Chain
~$5M
annual freight savings on a $70M spend

A multi-constraint route optimizer cut each planning run from four hours to five minutes and freed four planners from daily firefighting.

Multi-site manufacturerRead the case study
PodcastTitanium Economy
Industrial AI That Moves the P&L

Why industrial AI stalls in execution rather than technology, and how Trane Technologies turned digital into its primary sustainability engine.

Riaz Raihan, CDO — Trane TechnologiesWatch the podcast

The People

Our Team

Mohit Jaju

Mohit Jaju

Founder

  • •Former Associate Partner in the Operations Practice at McKinsey
  • •Led P&L transformation for multiple industrial businesses
  • •Experience across building products, engineered components, industrial distribution, equipment manufacturing sectors
Ajith Warrier

Ajith Warrier

Head of Engineering

  • •Applied AI and data engineering background
  • •Experience deploying AI in production environments not research
  • •Deep expertise in the industrial technology stack.
JD Kristenson

JD Kristenson

Vice President

  • •Led digital transformations for industrials at McKinsey
  • •Former US Navy Warship captain

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