Ground Truth & Blueprint Drifts

Know exactly what’s inside every unit you’ve ever built and prevent death by a thousand drifts.

Every physical change is captured and verified the moment it happens — so your blueprints, inventory, and reality finally agree.

The Problem

You have the perfect blueprints, design a perfect product in CAD, create a detailed BOM, write up SOPs to build each part, the manufacturer prepares routings etc. . Then reality arrives. A technician files down a bracket that doesn’t fit. An engineer swaps a capacitor to fix a voltage issue. None of it gets written down. Three weeks later your physical prototype matches nothing in the blueprints.

This is the “ground truth vacuum,” and it’s expensive. It causes Bill-of-Materials drift, costly errors, and a striking reality: 85% of engineers aren’t confident they know which components are actually inside their deployed prototypes. When nobody knows what’s in each unit or how units differ, decision-making stalls, inventory becomes guesswork, and a remote engineer can’t fix a unit they can’t accurately picture.

How Matobas Works

Matobas closes the gap between the design and the bench, change by change.

• Notice the change and add to “Sessions”. When a component is altered, Matobas observes it through the capture hardware already in the workspace.
• Confirm it and commit to the “Timeline ”: The system drafts the change — “Swap Rev A for Rev B?” — and routes it to the technician for a one-tap confirmation.
• Propagate the truth and update your existing documents. Once approved, the change writes to a permanent, time-stamped log and flows outward automatically: inventory counts adjust, blueprints update, and the SOP reflects what’s actually on the bench.

🎥 [Coming soon]

What Changes

Any engineer, anywhere, can look at a deployed unit and know its exact, verified physical state. Blueprints stop lying. Inventory stops drifting. The “what’s actually in this thing?” question — the one that quietly burns hours and causes field failures — simply goes away.

With Matobas, any engineer can access a verified, real-time physical state of any deployed unit. The persistent uncertainty of “what is actually inside this thing?” is replaced by a single source of truth. This eliminates the hours wasted on manual confirmation and prevents the field failures caused by blueprint inaccuracies.

• Restored Engineering Confidence: Document trust is binary. When systems fail, engineers resort to time-consuming meetings and technician interviews. Matobas eliminates this daily drain on productivity by providing data that engineers can actually rely on.
• Drastic Reduction in Rework: By maintaining a current BOM or flagging pending reviews immediately, rework time is significantly cut. This addresses the roughly 30% of total time typically lost to BOM and documentation drift.
• Blueprint-to-Reality Precision: Internal robotics use cases have shown accuracy improvements exceeding 70%, ensuring that design intent matches the final physical build.

Frequently Asked Questions

Is manual logging required for every small part?
Absolutely not. Matobas automatically detects work as it happens. Technicians simply tap to confirm a change the system has already identified, removing the burden of manual data entry.

How does inventory stay synchronized?
Inventory updates are autonomous. Once a physical change is confirmed on the bench, the linked inventory counts adjust automatically to reflect reality.

Common Questions

Q: Do technicians have to log every screw?
No. Matobas observes the work and only asks for a tap to confirm a change it already detected — no manual data entry.

Q: Does the inventory really update on its own?
Yes — a confirmed physical change adjusts the linked inventory counts automatically.