Welcome to Forgemind
The AI Companion Layer That Learns From Your Factory
We start as an AI layer on top of your existing ERP, IoT, and PLC data.
Soon we become the brain of the factory.
Bring us your toughest
factory-floor problem
We’ll uncover a quick win — free.
A battle-tested crew of engineers will run a no-cost discovery sprint to surface bottlenecks and low-risk improvements.
Common Pain Points
Downtime is unpredictable ... Root cause analysis takes time and labor
Operators wade through thick manuals & tribal knowledge.
Legacy ERPs ignore real-time shop-floor conditions.
New tools stall because they weren’t built for operators on the factory floor.
Where We’re Headed
Phase 1: The Mouth on a Machine
- Ingest ERP / PLC / IoT data
- Predict downtime & surface root-causes
- AI co-pilot guides operators through fixes
- Shift-aware plans that learn from yesterday
Phase 2: AI-Native ERP
- Lightweight, modular AI-native ERP
- Learns from workflows & human feedback
- Grows smarter over time—no consultants needed
Phase 3: Dark Manufacturing
- Autonomous machine-to-machine coordination
- Zero-light, zero-operator production shifts
- Self-healing maintenance windows scheduled by AI
- No more human intervention only monitoring needed!
ForgeBridge — Your Machine’s AI Co-Pilot
ForgeBridge is our signature tool that plugs into any PLC or IoT stack already on your factory floor. Our agentic brain ingests live telemetry, historical logs, and OEM manuals to run intelligent diagnostic loops, solve issues autonomously, and chat with operators in plain English—no rip-and-replace, no custom middleware, no six-month onboarding.
Plug-and-Play Protocol Tap
OPC-UA, Modbus, CAN, MTConnect, REST—if your asset speaks it, ForgeBridge understands it.
AI Diagnostic Loops
Learns from manuals + past failures, isolates root-cause in real time, and self-executes fixes when safe.
Operator Chat & Alerts
Instant WhatsApp-style guidance, task confirmations, and KPI push-notes at the line or in the break room.
Minutes, Not Months
New hires become effective operators on day one—training shrinks from weeks to minutes.
Asset-Agnostic Workforce
Any operator can run any machine, regardless of brand or generation—true cross-skilling.
Shop-Floor ERP Feeds
Pushes part counts, downtime, and completed work orders straight into your ERP/ ... ERPs aren’t just for managers now.
Watch ForgeBridge in Action
In this 13-minute capture, ForgeBridge taps directly into an Airbus A320-neo’s SimConnect bus during a Delhi → Mumbai sector. Mid-cruise, Engine 1’s N1 drops below idle. ForgeBridge’s on-edge agent detects the anomaly, executes the QRH “ENG 1 RELIGHT” sequence autonomously, and then launches a full diagnostic loop.
- Root-cause in < 8 s – correlates N1, EGT & fuel-flow to confirm relight.
- MCC hand-off – pushes log + graph + recommended parts to the maintenance control centre.
- Boroscope assist – guides the on-call engineer through an N1 turbine inspection.
The same loop can wrap itself around any industrial asset—CNC, SMT line, extrusion press— because ForgeBridge speaks OPC-UA, Modbus, CAN, MTConnect and legacy serial. By turning each PLC into an agentic co-pilot, we slash operator onboarding, let machines negotiate tasks with one another, and march toward truly lights-out manufacturing.
Pilot Factories Wanted
Join our free pilot program and turn one nagging issue into a measurable win.
Free 1-hour call + optional on-site walk-through
Factory-specific diagnostic on downtime & planning gaps
Custom experiment to eliminate one bottleneck in < 30 days
Who Are We?
Raghav Gupta
CEO and Co-Founder
- BS CS @ Georgia Tech
- Ex-Amazon SDE
- Worked on ML for Firestick's Content Delivery Network
Siddhanta Panda
CTO and Co-Founder
- BS/MS ECE @ GTech
- Nvidia Chip Design, Honeywell Flight Control Systems
- Commercial Pilot and Certified Flight Instructor
Veerkaran Gill
CFO and Co-Founder
- BS Finance & Management, UW Seattle
- Ex Private Equity - Gaudium Capital
About Us
We’re a small team of Georgia Tech and University of Washington engineers—ex-NVIDIA, Amazon, and Honeywell automation specialists—who’ve spent our careers elbow-deep in production lines across automotive, textiles, semiconductor, and aerospace.
Listen first. We interview your operators and review live data to surface day-to-day pain points—downtime, quality drift, scheduling headaches, siloed sensors, you name it.
Spot quick wins. We outline low-risk experiments (software tweaks, dashboard mock-ups, simple ML pilots) that could lift throughput or cut scrap without new hardware.
Hand you the roadmap. You keep the findings—no strings attached. If you’d like deeper help, great; if not, you still have a clear next step.
Have a stubborn shop-floor problem? Book a 1-hour call.