30,412 signals · three decades of systems · nothing talks
AI for heavy industry
Your plant already knows what’s wrong.Now it can tell you.
HEFYR is an AI brain for industrial plants. It reads everything the plant already has and answers plainly: what’s happening, why, and what it costs.
The blind spot
Heavy industry is
data-rich and decision-poor.
The information to run a plant better exists inside it today.
<1%
of 30,000+ signals ever reach a decision
7+
systems that don’t talk to each other - control screens, business software, spreadsheets
70%
of industrial digital programmes never escape the pilot
The crore-rupee decision still rides on a 1995 screen and a retiring operator’s memory.
Industry estimates · sourced detail in the data room, on request
In plain words
Your plant’s data becomes its brain.
Four things happen inside - all of them checkable.
01 · Read
Reads everything
Every sensor, system and thirty-year archive - even paper and Excel. Nothing replaced.
02 · Remember
Remembers everything
A living memory of the plant - every fact keeps its source.
03 · Compute
Computes, never guesses
Physics and mathematics under the AI - when unsure, it says “I don’t know.”
04 · Explain
Answers anyone, plainly
Anyone can ask, in their own language - and get a plain answer.
Advisory first · read-only taps · a human always in command · your data stays yours
Why everything else stalls
They bring a template. We grow the brain.
Everyone else asks your plant to fit their model - HEFYR grows the model from your plant, machine by machine.
Them - a template, imposed
When the template doesn’t fit, the pilot dies.
HEFYR - intelligence, grown
It fits because it’s made of you.
FIG 04 The inversion. You can’t rip out a brain made of your own operation.
Trust, engineered
It proves what it says - or admits it can’t.
Every answer is checked against physics, scored for confidence, and traceable to the sensor that measured it.
Recommendations you can audit, not guesses dressed as answers.
demo group EBITDA/t ₹1,087/t
Watch it say “I don’t know” - live
route → physics.gate(chlorine, supply) → gate 0.62 ✗ below threshold
Asked to push alternative-fuel use past a safe limit, it declines, says why, and offers a human expert.
Hear it live, in the walkthroughThe people layer
Learn one screen. Inherit thirty years.
Training shrinks from many systems to one screen, and every role starts with the plant’s whole memory.
01 · Learn
One screen to learn
Every control system used to demand its own course. HEFYR reads them all, so a new hire learns one screen.
02 · Inherit
Thirty recorded years, day one
AI agents carry every shift, fault and fix the plant remembers - new hands start with old judgment.
03 · Move
Skills that travel
The screen is the same in every section, plant and industry, so people move where they’re needed.
04 · Build
Build your own agents
Anyone can turn a routine into an agent that watches, computes and reports - no coding, same safety gates.
FIG 08 One brain, four altitudes - the same answer, shaped to each seat.
Role views are illustrative · one engine underneath · agent builder arrives with pilots
Why it lasts
Hard to copy. Harder to rip out. It compounds.
Grown, not installed
Made of your data - yours to export, pointless to copy.
It never bluffs
Refuses to guess near your kiln - a record no rival starts with.
Every plant makes it smarter
Anonymised patterns (your call, never your private data) compound into the models of industry.
Now
Plant OS
One brain per plant, across sixteen industries.
Next
Industry models
Anonymised patterns train each industry’s first models.
The endgame
Foundation models
The layer beneath every operator screen.
Where HEFYR runs
One engine. Sixteen industries. Built for all.
Fragmented systems, physical processes, retiring expertise - one problem in every heavy industry, solved once.
LEGEND ● in the engine · cement is the deepest-built reference · tap a hex for its line
Who’s building this
Built by people who have shipped before.
Three proofs
Pedigree. A team that has shipped enterprise AI through global platforms, factory floors and supply chains.
The bench. Nine CXOs across €25B+ of industry, by role.
The work. This entire website is our own working demo.
The work - this demo is the spec
FIG 10 The live ops log - 44 agents · synthetic stream.