Operator capability augmentation
Every operator, working at the level of your best one.
Industrial AI for manufacturing
Your best operator's knowledge shouldn't retire when he does.
Humac learns how your best operator does the job, and hand that know-how to every shift that comes after.
Humac - The Operator's AI for every operator, every machine, every shift
Humac.ai turns raw shop-floor data into instant, expert-level insights, actions & recommended decisions - enhancing output with the people & machines you already have.
The Manufacturing Reality
Manufacturing is running out of people who know how to run it.
An entire generation of master machinists is retiring, and their knowledge is retiring with them. Call it a workforce shortage if you want, it's really knowledge extinction
Operators are overloaded, under-guided, and scarce.
Upto $8Mn/year
Avg. annual revenue at risk per 200-machine factory from expertise gap alone
Machines getting smarter. The skill to run them keeps getting rarer.
~30%
of machine capacity remains underutilised
Data is disparate, delayed, and distorted while decisions stay reactive
6–7 hrs
average anomaly response time
When the skill is missing, losses aren’t the exception. They’re the default
90%
manufacturers say, skills shortage are hitting the shopfloors hard.
The missing layer
30 years of industrial technology. The operator is stillunder-skilled, overworked & unassisted.
Each generation of technology solved a real problem. None of them solved for the human standing in front of machines.
Current industrial technology landscape still misses layer that matters most: The Operator.
The layer that can make every other layer work better, faster, and more reliably.
Vertical domain depth
Built for your machines and your processes - not generic software.
Tacit knowledge retention
What your experts know doesn’t leave when they do.
This is the layer thirty years of automation, ERP, and IoT never built. It's the one Humac is built for.
The mechanism
This is what industrial AI actually looks like on your floor.
Not a dashboard. Not another screen to check.
An AI co-operator that watches, learns, and guides the way your best operator would, if he could be everywhere, on every shift, forever.
Every operator, working like your best one
answers operator capability augmentation: real-time judgment, not a generic checklist.
Built for your machines, not generic software
answers vertical domain depth: trained on your specific equipment and failure modes.
What your experts know, permanently
answers tacit knowledge retention: captured once, kept on the floor long after they leave.
The Solution
The knowledge that runs manufacturing is retiring. We’re capturing it before it’s gone.
Humac- The Operator’s AI for every operator, every machine, every shift
For - The operator
Manufacturing Intelligence Co-Operator
The next right move, explained, in real time.
For - Supervisors & managers
Operational Decision Intelligence
Catch the problem before it costs a shift.
For - Leaders
Enterprise Manufacturing Intelligence
See where expertise is thin, before it becomes a loss.
One platform. Three intelligence layers. Every stakeholder served simultaneously.
Proof
Deployed, Proven & Creating Impact
25+
Factories and counting
Across 6 manufacturing verticals
Trained on your equipment and contextual data not generic or synthetic data.
~20%
Fewer unplanned stoppages
Caught before they cost a shift
Learned from real operator decisions not simulated failure modes.
~7 hrs → 30 mins
Faster anomaly response
From reactive to real-time
Runs at the edge, on your machine not a generic cloud model bolted on after the fact.
~15%
Higher operator efficiency
Per shift, every shift
Captures your best operator's judgment not a one-size-fits-all playbook.
Platform
Manufacturing Intelligence Loop from raw machine signal to expert action in seconds.
Four stages. One continuous loop. Works on machines from 1990 to 2026 no rip-and-replace required.
Machine signalsDomain understandingRecommended actionlearned outcome
every cycle retrains the model advantage compounds
Data & technology moat Training and inference both run on organic shopfloor data not synthetic, not generic
Built For
Vertical by design, not general-purpose.
We go deep in a few industries not thin across every one.
Machine tools & metals
CNC / VMC / HMC, stamping & pressing
Extrusion
Plastic, PP, HDPE, PET, aluminium, rubber
Moulding & casting
HPDC, LPDC, gravity, vacuum die casting
Foundries & forging
Furnaces, hot & cold forging, heat treatment
One platform, any geography
No rip-and-replace
~8–40 min average installation time
Vertical depth, horizontal scale
Every machine onboarded sharpens the next deployment. That's compounded intelligence.
Governance, Compliance & Reliability
Industrial AI that can be trusted on the shop floor.
Humac never replaces judgment. It preserves and keeps a human in charge.
Human expertise stays in command. Humac.ai brings transparent, explainable intelligence to every decision strengthening judgment, never replacing it.
Human-controlled autonomy
No black boxes. No silent decisions. Every recommendation is explainable, and every judgement remains human.
Audit-ready intelligence
Every signal logged. Every action tracked. Every outcome traceable a complete operational history, always ready.
Built for Continuous Manufacturing
Live production. Zero pause. Resilient, dependable Intelligence that you can trust, shift after shift.
Observe → Understand → Recommend → Learn
The same decision discipline as your most experienced manufacturing expert. Humac continuously gets sharpened by validated outcomes.
Backed by
Let's talk
Ready to make every machine a source of intelligence?
If skilled talent, idle capacity, quality drift, or reactive decisions are slowing your factory down, Humac.ai is built for that conversation.