A Cognitive Lab system · Automotive parts & complex manufacturing

The AI decision intelligence layer that wraps around your ERP and MRP.

CogniFlow does not replace SAP, Kinaxis or your MRP. It sits on top of them and answers the question they cannot: when a supplier slips or an engineering change lands, what breaks, where does the risk propagate, and what should we do about it. In real time, with a human approving every consequential move.

Request a pilot See the intelligence loop Wraps around your stack. Connected in a day.
app.cogniflow.world ILLUSTRATIVE

Illustrative preview. Figures are sample data, not customer results. Where this goes: a full decision cockpit. The pilot starts with one loop, below.

The wedge: one working intelligence loop

Supplier and engineering-change impact intelligence.

We do not start by selling you a platform. We start by solving one expensive, unsolved problem: knowing, in real time, what a supplier delay or an engineering change actually breaks across your programs. One decision engine, one loop, measurable results.

Detect

What happens if Supplier A is late? CogniFlow reads the signal the moment it appears, from your ERP, supplier feeds, or a spreadsheet, and starts reasoning before it becomes a crisis.

Propagate

Which work packages does an ECO or ECR touch? How does the risk cascade across BOM tiers and into which programs? CogniFlow traces the impact through the engineering-to-supply thread, tier by tier.

Decide

It simulates the responses, ranks them by cost, schedule and risk, and routes the call to the right person for approval. Nothing consequential happens without a human in the loop.

Supplier A confirms a 3-week slip on forging F-220
Detected from ERP receipt update, 0.2s ago
Impact propagated: 4 work packages, 2 programs, BOM tiers 2 to 4
Program Falcon at risk of a 9-day milestone slip
Recommended: expedite alternate forging, re-sequence WP-118
Recovers 7 of 9 days. Routed to Program Lead for approval

The output, in one line: CogniFlow detects and predicts supplier and engineering impact in real time, and recommends the recovery before the schedule slips.

A layer, not a replacement

We wrap around your stack. We never ask you to rip it out.

CogniFlow is a decision augmentation layer that sits on top of the systems you already run. Your ERP stays your system of record. Your MRP keeps planning. CogniFlow adds the reasoning layer above them, the part that connects engineering change to supply risk to a decision.

It works with whatever you already have, and it requires nothing you do not. Most operations start with ERP alone. If a supply chain or shop floor system is there too, CogniFlow uses it. If a PLM is not connected, it infers the engineering view from your ERP and says so plainly. Every capability runs at the level your data supports today and sharpens as you connect more.

  • Connectors for ERP, MRP, Excel and supplier data, live in a day
  • A risk scoring engine across suppliers, BOM tiers and programs
  • Scenario simulation: what if this delay, this change, this shortage
  • Runs ERP-first, so it is useful from your very first connection
  • A human approval loop on every consequential action
CogniFlow decision layer
Detect, propagate, simulate, recommend, approve
↓ reads from, never replaces ↓
SAP · Oracle · Kinaxis · your MRP
Your systems of record, untouched
Inventory intelligence

It sizes the buffer, then proves it holds.

CogniFlow does not just flag a shortage after it happens. It sizes the right buffer for each part from real demand and lead time, scales it to the conditions you are actually in, and tests it against thousands of simulated futures before it ever recommends a number. Calm periods release capital you do not need to tie up. Volatile periods widen the guard before the gap appears.

  • Demand-driven buffer zones, sized per part, not one blanket rule
  • Every recommendation simulation-tested for service level and stockout risk
  • Sees the whole supply picture: on order, in transit and work in process
  • Long-lead and low-volume parts handled honestly, never forced into a formula
Buffer sized and simulation-tested
Red, yellow, green zones tuned to current conditions
Whole supply picture
On hand, on order, in transit, work in process
Recommendation, routed for approval
Resize on a real signal, hold on noise
Engineering view
How the product is designed
↓ change flows down, in order ↓
Manufacturing view
How it is actually built
Every system kept in step
Nothing left on an old revision
BOM and change intelligence

It speaks BOM, and catches what falls between your systems.

CogniFlow understands the product structure the way your teams do: the engineering view, the manufacturing view, and the service view. It watches the gap between how a product is designed and how it is built, traces the true reach of every engineering change before it is approved, and makes sure no system is left quietly running an old revision.

  • Detects drift between the design and the build before it reaches the floor
  • Traces the full impact of a change across parts, suppliers and programs
  • Flags every system still on an outdated revision, in the order to fix them
  • Closes the loop, so what the floor and the field learn returns to engineering
Where it grows: from one loop to a network

A network of decision agents, not a single model.

The first loop proves the value. From there, CogniFlow expands into a coordinated network of specialist agents, each reasoning about its own domain and sharing what it learns with the others. This is what turns a point solution into a decision intelligence system.

Engineering agent

Traces ECO and ECR changes through the engineering-to-supply digital thread and flags every work package and part affected.

Supply risk agent

Scores supplier and lead-time risk continuously and propagates the impact across BOM tiers before a slip becomes a shortage.

Logistics agent

Reasons about transit, expediting and routing options, and quantifies what each recovery move costs and saves.

Planning agent

Tests re-sequencing and capacity options against the constraint, so a recommended plan is feasible, not just optimal on paper.

Executive decision agent

Synthesizes the specialists into one ranked recommendation with the trade-offs shown, and routes it for human approval.

The destination

The cognitive decision layer for industrial supply chains. It integrates with SAP, Oracle and Kinaxis rather than replacing them, and becomes your control-tower intelligence brain.

How it works

Trust, earned one step at a time.

CogniFlow starts by informing your team and never moves faster than you allow. Every step up the ladder is your decision, and every action stays logged, bounded, and reversible.

Understand

Connect your systems, drop in your documents. Within a day, CogniFlow reads your operation and shows one trusted picture. No clean data required.

Advise

It surfaces what needs attention and recommends what to do, to the right person, at the right moment, in plain business language. Your team decides.

Approve

When you are ready, routine actions route for one tap approval, with full context, instead of manual paperwork. Only what truly needs a person reaches one.

Act & verify

For actions you trust, CogniFlow handles them end to end, confirms the outcome against expectations, and reverses anything that drifts, under hard limits and an instant stop.

Self-learning

It gets sharper every single day.

CogniFlow does not just run. It learns. Every outcome it sees makes its judgment better, so the recommendations you get next month are grounded in what actually worked at your operation this month.

  • Learns which actions succeed in which conditions, and weights its advice accordingly
  • Captures lessons from every human decision and every reversal
  • Proposes, never imposes, where you might safely widen what it handles
Reorder action verified
Outcome matched expectation, confidence up
Lesson captured
A reversal taught it to be more cautious here
Confidence updated
Stable regime, reorder, now trusted higher
The knowledge that never retires

Your experts' judgment, captured and kept.

Your most valuable knowledge walks out the door when your best people leave, and no training program fully captures it, because the best judgment is the hardest to write down. CogniFlow captures it a different way: the way an apprentice learns from a master, by observing the decisions your experts make and how they turn out.

It even reports how far that knowledge has matured in each decision area, using the old craftsmanship levels. A level is an earned track record, never a claim: it rises only as the system's judgment is proven against real outcomes, and it stays honest about where it is still learning.

DeshiApprentice, learning
ShokuninSkilled, a proven record
TakumiMaster, deep proven judgment

Levels are earned per decision area, from a verified track record, and reported with their evidence. This is what makes your operational knowledge an asset that grows instead of one that retires.

Built for Industry 5.0

Decision intelligence that makes your people better.

Industry 4.0 connected your machines. Industry 5.0, happening now, is people and machines working together, with technology that augments human judgment rather than replacing it. That is exactly what CogniFlow is: your experts stay in control, and the system makes them faster and sharper. As it learns your operation, your decision intelligence matures along a clear path, at your own pace.

Stage 0
Sight
CogniFlow sees the operation, traces impact, recommends. People decide everything.
Stage 1
Judgment
It learns from every verified outcome. The knowledge starts to appreciate.
Stage 2
Mastery
Decision areas reach master level, proven with evidence. Humans still approve.
Stage 3
Governed
It handles the mastered routine within guardrails, escalates the rest. People govern.
The horizon
Industry 6.0
The largely self-running operation the sector expects around 2050. CogniFlow is how you start now.
Augmented, not replaced. Earned, not installed. Human in control. CogniFlow delivers value as an Industry 5.0 decision partner today, and measures how your decision intelligence matures over time, area by area, from the verified record. Some decisions stay human-only by design, always.
Any format, any source

If your business produces it, CogniFlow can read it.

Your data does not have to be clean, structured, or in one place. CogniFlow ingests whatever you already have, and connects to your core systems in under a day.

  • Documents, spreadsheets, the Microsoft Office suite, plans, diagrams and drawings
  • ERP records from SAP, Microsoft Dynamics 365 and Oracle NetSuite
  • Live shop floor signals, read only, never commanding your machines
📄
Delivery note, PDF
380 units, reconciled
ERP export, SAP
500 units, flagged conflict
One verified truth
420 units, 94% confidence
Safe by design

Automation you can actually trust.

The reason most teams will not let software act on their operation is fear of what happens when it is wrong. CogniFlow is built so that being wrong is contained, visible, and reversible. By design, not by policy.

An instant stop, always

Anyone can halt all automated action with one control. Resuming it takes an administrator. Stopping is everyone's right. Restarting is a deliberate, governed act.

Every action reversible

Nothing CogniFlow does is one way. Each action is bounded, logged, and carries a clean way back, and the system reverses itself if an outcome does not match expectations.

A human in the loop

You decide what may ever be automated, and within what limits. Anything beyond those limits routes to the right person for approval, with full context, and never acts on its own.

A complete, tamper-evident record

Every recommendation, approval and action is recorded in plain language and can be reconstructed after the fact, so automated operations stay auditable and defensible.

1 day
to connect and start reading your data, not a six month implementation
4 states
of operational reality tracked continuously, each with the confidence behind it
$2M+
typical cost of a single disruption CogniFlow is built to help you prevent
Built for the people doing this by hand

Each person sees exactly what they need.

Supply Chain Manager
"You know something is wrong before the system does, but you cannot prove it because the data is contradictory."
CogniFlow surfaces the evidence your instinct already had, with a confidence level you can act on.
Procurement Director
"Every major decision is a conflict. Stock up versus stay lean. You compromise every single time."
CogniFlow weighs cost, service, throughput and risk together and proposes the action that balances them, ranked, with the reasoning shown.
Plant / Operations Manager
"You find out about a problem on the line when it is already making scrap."
CogniFlow reads your shop floor signals live and recommends the adjustment before the problem lands. You stay in control of every change.
COO / CFO
"Disruptions cost six and seven figures. You only hear about them in the post mortem."
CogniFlow shows operational health and financial exposure in one place, and the pattern forming before it becomes a crisis.
CogniFlow Secure

Defense and government grade. Your data never leaves your building.

CogniFlow Secure runs entirely inside your own environment, including its intelligence, with no external calls. Built for security-sensitive manufacturing, regulated operations, and IP-critical automotive and defense programs.

Fully air-gapped

The complete platform runs inside your enclave. Nothing reaches outside, and that boundary is proven, not promised.

One-way data boundary

Our proprietary boundary architecture lets classified and unclassified operations share intelligence safely, under your classification policy.

Full audit of every movement

Every data movement and every action is recorded for compliance, with a complete and verifiable trail.

What if your operation got smarter every single day?

CogniFlow is selecting its first design partners, companies where the problem is real, the data is messy, and the team is ready to move. If that is you, tell us below. We respond personally within 48 hours.

Or reach Cognitive Lab directly at [email protected]

Every registration is reviewed personally. No automated responses, ever. Or email us directly at [email protected].