The Management Operating System
your Factory deserves —
Governed by AI, led by YOU.
Not another dashboard. A management system that acts. Eight AI executives. Continuously. Autonomously. AI-Governed. Human-Led.
MINUTE GOV · PLAN FILE
COMPLIANCE · ORDER GATE
BUYERS · SAMPLING
VENDORS · READINESS
AUDIT · REWORK
TRAINING · PAYROLL
The factory runs on memory, heroics, WhatsApp — and you at the centre of everything.
The average Indian manufacturing SME operates at less than half its productive capacity. Not bad machinery. Not unskilled workers. Not difficult buyers. The complexity of running a modern manufacturing business has outgrown the management system built to run it.
The factory runs. Not because of the management system. Despite it.
Decisions routed through one phone. Crises arrive after the damage is done.
Gates enforced. Recovery during the shift. Target MU 68–78% as the system matures.
You do not buy fabric.
You buy minutes.
Every morning you purchase labour-minutes. They convert into garments — or they vanish. No third state.
You did not miss opportunity. You paid for minutes and discarded them.
Every lost minute has a cause.
Every cause has a name.
Five Ms bleed at once. Fix one, the other four reopen the wound.
Man
30% · EMPTY CHAIRSAbsenteeism you learn at 08:00. Attrition that turns the floor into a training school.
Machine
20% · SURPRISE STOPSNo PM. Wrong machine. Layout never re-engineered.
Method
20% · NO IESAM for the buyer, not the line. Every operator invents her own method.
Material
30% · UPSTREAM FAILT&A < 40%. Nine of ten orders start late. A missing button stops a line.
Management
OWNS 100%The factory has no operating system. It has an operator. That operator is you.
One number.
Your bleed, named.
Enter topline. The 5Ms write the rest.
Annual topline
212 engagements. 20–35% of topline lost to the 5Ms. Model uses 25% — the midpoint we have documented.
on infrastructure already paid for
Model: 25% of topline as 5M midpoint across 212 engagements — estimate, not your audited number.
Eight AI executives.
One complete C-Suite.
Each executive governs a function. Escalates only what needs your judgement. Orchestrated by APEX.
PLAN FILE is a hard gate. When a line falls short, it finds the 5M cause and deploys backup — in-shift, not after.
Costs every PO against your real efficiency before you say yes. Flags an order losing money while it is still on the line.
T&A from confirmation to shipment. Tells you which buyer makes you money — and which one you have been subsidising.
Tracks fabric and trims against T&A. Warns 72 hours before a shortage stops the line. No PP gate, no start.
Independent of production. Cannot be pressured to pass what should be held. DHU live — by line, style, operation.
Live skill matrix. Predicts absence 48 hours ahead and seats backup before the line feels it.
No AI operates in isolation. AEGIS draws from CADENCE · FISCUS costs on CADENCE · ATLAS plans from MERLIN · VIGIL places QC from AEGIS · PRAGMA deploys the operators AEGIS calls for. The factory runs as one system — because it finally has one.
Extended · Talent
OPERONIX
Structured hiring across manufacturing leadership. A wrong Production Manager costs a year of factory speed, not one month's salary.
Extended · Strategy
STRATOS
Cascaded KRAs/KPIs for every leadership role, real-time accountability, structured reviews that make strategic drift visible before crisis. Strategy stops living in a PowerPoint the day STRATOS goes live.
Governance. Not reporting.
Dashboards tell you what happened yesterday. TheFactoryAI acts before, during and after — every output is a decision, a gate, or an action. Not a chart.
Hard Gates That Never Bend
No PLAN FILE → no production start. No costing → no order acceptance. The gate is the Agent — never pressured, never political, never tired. Enforced structurally. Every time.
In-Shift, Not Post-Mortem
The Minute Monitor flags deviation during the shift — when recovery is still possible. Root cause diagnosed against 30 years of documented failure patterns. Corrective action sent to the floor immediately.
Escalation With Full Context
When human judgement is genuinely needed you get one message: deviation, probable root cause, options, recommendation. You decide in thirty seconds. Not after a two-hour meeting. Not after the damage is done.
Execute. Think. Prove.
Three platforms. One intelligence layer. Capture the floor. Govern the decision. Prove it to the buyer.
STITCH MES
Every operator, every hour. Without it you manage by memory. With it, by data.
THEFACTORYAI
Stitch captures what is happening. This layer decides what to do about it.
REPUT.AI
Floor data turned into buyer-ready proof — compliance, audit, the record that makes you preferred.
Run it. Think it. Prove it.
This is not software you plug in.
It's intelligence you build — together.
AI dropped into a company doesn't work. AI built with a company does. Nine structured stages. No shortcuts. Co-build, co-govern.
Discuss
Conversation, not pitch
Understand
Map your data landscape
Assess
Readiness Score
Customise
Tailored to your reality
Build
On your data & history
Train
Governance orientation
Deploy
Parallel · Shadow mode
Hand-Hold
2–4 weeks active
Go Live
AI-governed ops
Not a concept.
Running in five factories today.
Financial decisions on instinct, numbers a month old. FISCUS now sends a cash brief every morning — what came in, what must go out, what each order is really earning. Costing happens when the enquiry arrives, not after the shipment leaves.
Ended a pattern of expensive wrong hires in leadership. Strategy came off the offsite slide and into what each HOD answers for on Monday morning.
Four systems at once — money, delivery, hiring, strategy. Delivery adherence was 22%. It is now 75%. Target 90. Named client. Named metric.
Financial governance, hiring discipline and strategy execution running together — the clarity most companies at that scale never build.
Better hires feeding a tighter merchandising operation, aligned to a strategy every leader can see.
Thirty years of floor intelligence,
encoded permanently.
Any vendor can ship a dashboard. Nobody can download thirty years of floor intelligence.
From 212 factories. Not textbook SAMs. This is why CADENCE survives a buyer meeting.
5M patterns and the corrections that held. Encoded. It does not resign on Friday.
Engineering knowledge compounds. Commercial data never leaves your instance.
The ten questions we get asked
in every first meeting.
Our engineers sit in your factory for six months. Month one we measure. Month two your first executive is live. Month six we step back and your team owns it.
Every factory we have ever entered was like that. You do not clean up before we arrive. Sorting that out is most of what month one is.
No. It connects through APIs and reads what is already there. Your ERP records what happened. This decides what to do about it.
Your data stays yours. It sits in your own instance, never pooled with another factory, never shared — not with a buyer, not with a competitor, not with anyone. Costing, buyer prices, margins and order book never leave your instance. What improves across the industry is engineering knowledge: methods, motions, operation bulletins. Never your commercial data.
No. Your supervisors stop guessing, your merchant stops chasing, your accountant starts doing finance instead of bookkeeping. Nobody in a factory running at 40% is surplus.
One AI executive live and producing inside sixty days. A measured waste number for your factory before that.
Yes — and you should. Start with the function costing you the most and add the next once the first is paying for itself.
Because a factory is not one objective. Quality wants the line stopped, planning wants it running, finance wants inventory down. One system with one goal picks a side. Eight with eight mandates argue it out — which is exactly what a real leadership team does.
That depends on your factory, and we would rather look at it before quoting. What we can tell you now: it is a fraction of what is leaking.
You will know inside ninety days, not after a year, because you will have a measured number to check against. Start with the free diagnostic — half a day of your time, and you keep the report either way.