Our Story

Manufacturing Runs
in Our Families

Our families have run manufacturing plants. We've built enterprise software at Fortune 500 scale. Unified AI is what happens when those two worlds finally meet.

Where We Come From

We Didn’t Pivot Into
Manufacturing.
We Grew Up In It.

Our families have operated manufacturing facilities for generations We grew up understanding that production problems aren’t abstract engineering challenges.

Before Unified AI, we built enterprise software at scale. Automation Anywhere (Fortune 500 RPA). Authenticate (identity verification for 2M+ users). We co-invented a US patent on autonomous workflow orchestration, cited by IBM, Amazon, and Morgan Stanley.

Unified AI is where those two worlds converge. Deep manufacturing intuition meets enterprise-grade AI. We’re not outsiders applying technology to an industry we read about—we’re insiders who finally have the tools to solve problems we’ve known our entire lives.

Manufacturing plant floor
Why Now

For the First Time, AI Can Read Your SOPs and Your Sensor Data—Together

LLMs can finally connect what should happen with what actually happened—at plant scale. This wasn’t possible two years ago.

Knowledge Lake

Process data and process knowledge—SOPs, batch recipes, operational history—unified for the first time. One system that understands your operations, not just your numbers.

Agentic Architecture

Agents that monitor, investigate, and act autonomously. Not dashboards waiting for humans to ask the right question.

Orchestration Layer

Agents coordinate across production, maintenance, quality, and supply chain. Closes loops—not just surfaces insights.

Our Approach

Most Systems Tell You
‘Temperature Is High.’
We Tell You Why It Matters.

01

SOP Intelligence

Real-time correlation of data streams with SOPs delivers context-aware insights—not generic alerts. Your operators get recommendations backed by the procedures they already trust.

02

Operations Orchestration

Issues route automatically to the right teams. Resolution is tracked. Recurring problems surface before they compound. Coordination failures stop costing you 11% of revenue.

03

Knowledge Capture

Every operator decision is timestamped and captured—digitizing tribal knowledge. Solutions become permanent. Expertise stops walking out the door.

The Team

Three Founders. Two Generations of Manufacturing.

Repeat founders. Enterprise software veterans. US patent holders. And families that have operated manufacturing plants for decades.

Mammen Kurien

Mammen Kurien

Co-Founder, Engineering

Engineering Technical Product Lead at Automation Anywhere, building enterprise RPA for Fortune 500 companies. Repeat founder and co-inventor of US Patent 11645599B2 on autonomous workflow orchestration. His formaive years were spent in India's manufacturing hubs, watching company's be built. He didn’t pivot into manufacturing AI—he’s returning to solve problems he’s known his entire life.

LinkedIn
Anshaj Goel

Anshaj Goel

Co-Founder, Product & Forward Deployed Engineer

Co-founded Authenticate as CTO, building the technology stack from zero to production. Scaled engineering and compliance teams while shipping AI/ML systems in a heavily regulated environment. Second-time founder. His father retired as head of a paper manufacturing company in India. Anshaj grew up understanding that production problems aren’t abstract engineering challenges.

LinkedIn
George Mammen Jacob

George Mammen Jacob

Co-Founder, Sales & Marketing

Employee #1 at Authenticate, scaling identity verification infrastructure to 2M+ verifications in 72 hours for a government program. Co-inventor of US Patent 11645599B2 on autonomous workflow orchestration, cited by IBM, Amazon, and Morgan Stanley. His family has operated manufacturing companies for two generations.

LinkedIn
25%
Capacity increase from pilot
90%
Faster root cause analysis
6 Weeks
ROI. Zero CapEx.
US Patent
Cited by IBM, Amazon, Morgan Stanley

The Self-Healing Factory Starts With One Conversation.