Industrial AI Co-Operator for Modern Manufacturing
When your best operator retires, so does everything they knew.
Humac is an industrial AI co-operator for manufacturing — it captures operator knowledge as factory intelligence and delivers machine guidance to every shift, permanently.
Live Manufacturing Intelligence
CNC Cell 04
"Recommendation" feels collaborative. "Guidance" feels passive.
The Manufacturing Reality
Automation doesn't retire.
Your best people do.Manufacturing is at an inflection point. Industry 4.0 automated machines, while Industry 5.0 solutions augment the humans who run them. The future frontline worker does not need fewer machines. They need smarter ones.
Problems
- Operators are expected to solve increasingly complex problems with limited real-time guidance.
- Critical machine knowledge often exists only in the minds of a few experienced experts.
- Valuable production data remains scattered across machines, systems, and spreadsheets instead of supporting better decisions.
- Most production decisions happen only after quality, downtime, or productivity losses have already occurred.
Impacts
₹8Mn
annual output at risk when a typical 50-machine factory loses key expertise
~30%
of machine capacity remains underutilised despite growing customer demand
6–7 hrs → 30 mins
anomaly response time compresses when humans and machines act together
Future
frontline workers need smarter machines, not fewer machines, to stay productive
Why this moment
Your most experienced shift is retiring faster than the next one can learn.
The question is no longer whether AI belongs on the shop floor. It is whether manufacturers can deploy industrial intelligence fast enough to preserve operator expertise, improve quality, and keep production reliable across every shift.
The labour cliff
Experienced operators retire faster than new talent can be trained, creating a widening knowledge gap on the shop floor.
Edge AI for factories
Factories need AI that runs close to machines with low latency, robust protocols, and dependable uptime.
Connected manufacturing, no tribal memory
New and expanding plants can't rely on a handful of experts holding the knowledge. Every machine shares what it knows, not just the memory of the people running it.
The New Operating Layer
Every machine becomes part of your manufacturing knowledge graph.
Purpose-built, domain-specific manufacturing AI — not a generic model bolted onto a factory.
For decades, factories have invested in machines, automation, ERP, MES, dashboards, and data systems. Yet the most critical production decisions still depend on individual experience and human judgement. Humac.ai introduces a new operating layer that continuously observes, understands, and guides manufacturing in real time — helping every operator, every manager, and every leader make better decisions with greater confidence.
Every operator learns in weeks, not decades.
Humac.ai captures the tribal knowledge of your most experienced operators and puts it beside every operator, every shift — turning decades of hard-won expertise into guidance any operator can act on from day one.
Tells operators what an expert would do, and why.
Instead of waiting for experienced operators to diagnose problems, Humac.ai continuously interprets machine behaviour, recommends the next best action, and explains the reasoning behind it — exactly when decisions matter most.
Catches drift before it becomes downtime.
Every minute between detecting a problem and taking action creates hidden losses. Humac.ai shortens that decision window, catching quality drift and machine wear before they become scrap, downtime, or costly disruption.
What we've proven
Not smarter machines. Machines that know what your best people knew.
Humac is already supporting live production environments with measurable gains in response time, continuity, and operator performance. These proof points are designed to convert curiosity into confidence.
25+
live factory deployments across 4 sectors
Operational traction already exists in production environments where downtime, quality, and cycle time matter.
20%
average reduction in unplanned stoppages
Faster detection and decision support reduce losses before they become costly disruptions.
6–7 hrs → 30 mins
anomaly response time
A dramatic shift from delayed investigation to near-real-time intervention.
15%
average operator efficiency uplift per shift
Worker augmentation that helps teams act faster with less dependence on tribal know-how.
The Solution
Transform every machine into a source of expert manufacturing intelligence.
Every machine is already generating valuable information. The challenge is that very little of it reaches the people making production decisions. Humac.ai continuously interprets machine behaviour, operational context, and manufacturing knowledge to deliver timely guidance, recommended actions, and explainable decisions — helping your existing workforce perform with greater confidence, consistency, and speed.
For the Operator
01
Manufacturing Intelligence Co-Operator
- Every operator deserves access to expert guidance, regardless of experience.
- Humac.ai interprets machine conditions, detects emerging issues,
- recommends the next best action, and explains why,
- before small deviations become costly losses.
For the Managers
02
Operational Decision Intelligence
- Replace reactive firefighting with proactive operational control.
- Humac.ai surfaces production risks, hidden opportunities,
- performance trends, and recommended interventions,
- so managers act early and keep production moving.
For Leadership
03
Enterprise Manufacturing Intelligence
- Gain a living view of your manufacturing business, not just yesterday's reports.
- Humac.ai connects signals across machines, people, and plants
- to reveal capacity, productivity, quality, utilisation, and risks
- through simple conversations for faster strategic decisions.
Platform
The Manufacturing Intelligence Loop™
Every successful factory follows the same cycle—observe what is happening, understand why it is happening, decide what should happen next, and continuously learn from every production outcome.
Humac.ai transforms this natural decision-making process into a continuous intelligence loop that works alongside your people, machines, and operations. Rather than replacing existing systems, Humac becomes the intelligence layer that helps every production decision become faster, more consistent, and more informed with every cycle completed.
OPC-UAModbusMTConnectFANUC FOCASIEC 62443
The Manufacturing Intelligence Loop™
Continuous improvement across every production cycle
01
Observe
Understand your factory in real time.
02
Understand
Convert signals into manufacturing knowledge.
04
Learn
Continuously improve every production cycle.
03
Recommend
Deliver explainable next-best actions.
HUMAC EDGE
Runs beside the machine with protocol support for OPC-UA, Modbus, MTConnect, and FANUC FOCAS to keep intelligence close to the process.
Inference Engine
Combines machine signals, process context, and operational rules to produce explainable recommendations in real time.
OPASSIST
Presents next-best actions in operator-friendly language so the human remains in control while the machine guides.
Manufacturing Intelligence
Aggregates outcomes across shifts, lines, and plants into a living operating layer for managers and leaders.
Built For
Purpose-built for the manufacturing environmentswhere expertise matters most.
Not every factory faces the same operational challenges. Every manufacturing process has its own machines, constraints, quality risks, and decision patterns. Humac.ai is built for high-skill, high-precision manufacturing environments where preserving expertise, reducing operational variability, and improving production decisions create measurable business value — not just more data.
Machine Tools & Metals
(Focusing on - CNC, VMC, HMC, Stamping & Presses)
Industry Pains
Hundreds of small decisions shape quality, cycle time, tool life, and machine utilisation.
How Humac.ai helps
Preserves machining expertise, guides operators in real time, and helps every machine perform closer to its true potential.
Extrusion
(Plastic / PP / HDPE / PET, Aluminium, Rubber)
Industry Pains
Small parameter drift quickly becomes scrap, quality variation, energy loss, and production waste.
How Humac.ai helps
Monitors process behaviour and recommends timely adjustments to maintain consistency with less operator dependency.
Moulding & Casting
(HPDC / LPDC / Gravity Die Casting, Injection Moulding)
Industry Pains
Narrow process windows make quality dependent on temperature, pressure, timing, material behaviour, and expert intuition.
How Humac.ai helps
Converts operational know-how into explainable intelligence that detects variation earlier and reduces defects.
Foundries & Forging
(Furnaces, Hot & Cold Forging, Heat Treatment)
Industry Pains
High energy use, complex thermal processes, and limited visibility pressure quality, productivity, and cost.
How Humac.ai helps
Builds continuous understanding across critical stages so teams stabilise processes and decide with confidence.
Governance, Compliance & Reliability
Industrial AI that can be trusted on the shop floor.
Humac never replaces judgment. It preserves it — and keeps a human in charge.
This is human-machine convergence done right — human-centric automation, not autonomous replacement. Humac.ai is designed for real manufacturing environments where every recommendation has operational consequences. Human expertise remains in control while Humac provides transparent, explainable intelligence that strengthens decision-making without compromising safety, continuity, or operational confidence.
Human-controlled autonomy
Humac never replaces engineering judgement, it strengthens it. Every recommendation is transparent, explainable, and remains under human control while maintaining complete operational authority.
Audit-ready intelligence
Every machine signal, recommendation, operator action, and production outcome is securely recorded, creating a transparent operational history that supports quality, compliance, continuous improvement, and decision-making.
Built for Continuous Manufacturing
Factories cannot pause while technology catches up. Humac is engineered to operate alongside live production environments while delivering resilient, dependable intelligence that can be trusted shift after shift.
Humac follows the same decision discipline as your most experienced manufacturing expert: it first observes, then understands, then recommends, and continuously learns from 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.