Four products. One loop.

Sense perceives the line, Control acts on it, Twin simulates the change before it happens, and Genealogy proves what was made. Buy one, or run the whole loop.

Independently licensedShared data modelSame audit log

Running in passenger, truck, off-road and specialty plants

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Perception that ends the four-hour feedback loop

A finding is only useful if it points at a station

Sense fuses inspection modalities on one timeline and links every finding to the component, roll, builder, drum, batch and press behind it. That is the difference between a scrap count and a corrective action.

  • Bubbles, separations, bare spots, cord shift, splice and bead defects
  • Confidence per modality, fused into one decision
  • Sub-100 ms local hold decisions [ASPIRATIONAL]
  • False-hold rate reported per station, every shift

See sensing features

treadum sense · station xray-2
$ treadum sense stats --station xray-2 --shift current
tires inspected 1,842
findings 21 (cord shift 9 · separation 5 · splice 7)
holds issued 18
false holds 2 (0.11%)
mean decision 74 ms
all findings linked to builder, drum and batch

Acting is the hard part, so it is the governed part

Control turns predictions into bounded setpoint writes and motion plans. Every action has a risk class, a hard limit, an approver and a rollback path — and none of it depends on the cloud being reachable.

  • Per-action risk class and signed limits
  • Shadow, assist and bounded autonomy per agent
  • Edge-resident: no cloud dependency for line decisions
  • One-key return to assist mode for any station or line

Platform architecture

action-commit.log
// bounded autonomy · plant-nl-02 · envelope v7
11:14:02 cure.dwell      press-07  -9s  auto   committed
11:14:40 cure.dwell      press-12  +4s  auto   committed
11:15:12 mold.allocate   mold-41         auto   committed
11:16:31 mix.recipe      C-42            high risk  escalated
11:18:04 mix.recipe      C-42   approver r.menon  approved
// 0 out-of-envelope writes · 0 rollbacks

Find the 40 seconds before you spend a shift looking for it

The twin simulates builders, presses, molds, conveyors, robots and WIP buffers against the as-built tire, so a proposed cure or construction change is evaluated on uniformity, quality, energy and takt before it costs production time.

  • As-built versus as-designed comparison
  • Uniformity, quality, energy and takt predicted per scenario
  • Schedule and mold-allocation what-ifs
  • Scenario results attach to the change record

Audits stop being a project

Genealogy links every entity in the plant to the tire, keeps the evidence immutable, and turns IATF 16949, DOT and UNECE evidence requests into exports rather than expeditions.

  • Forward and backward trace from any entity
  • Immutable action and evidence log
  • Non-conformance workflow with linked corrective actions
  • Export packages for customer and regulator requests

Security and compliance

treadum genealogy · audit export
$ treadum audit export --standard iatf-16949 --period Q2
linked tires 412,884
agent actions 1,209,441 (100% logged)
engineer approvals 18,220
envelope versions v5, v6, v7 (all signed)
evidence gaps 0
package ready: iatf-q2-plant-nl-02.zip

Which product to start with

The right entry point depends on which number your economic buyer is judged on.

Which product to start with
If your pain is…Start withWedge metricTypical expansion
Escapes and rejects found too lateSenseEscape rate, false holdsControl on the same cell
Cure energy and press throughputControlCure energy per tire, taktTwin for schedule and mold work
Uniformity rejects and grade mixSense + ControlGrade A rateTwin for construction changes
Audit burden and recall exposureGenealogyEvidence completeness, audit hoursSense for linked imagery
Compound drift and batch varianceControlRheology varianceSense at extrusion and building

How the four compound

01Sense aloneYou stop shipping surprises and learn where defects actually originate.
02Add ControlThe findings become corrections, and the wedge metric starts moving instead of being reported.
03Add TwinChanges get evaluated in software first, so production time is spent making tires, not experiments.
04Add GenealogyEvidence becomes a by-product of running the line rather than a quarterly project.
05ExpandThe same loop moves to the next cell, the next line, the next plant, on shared models where you want them.
  1. Sense alone: You stop shipping surprises and learn where defects actually originate.
  2. Add Control: The findings become corrections, and the wedge metric starts moving instead of being reported.
  3. Add Twin: Changes get evaluated in software first, so production time is spent making tires, not experiments.
  4. Add Genealogy: Evidence becomes a by-product of running the line rather than a quarterly project.
  5. Expand: The same loop moves to the next cell, the next line, the next plant, on shared models where you want them.

Where plants started, and where they went

“We had three people watching X-ray images and still shipped uniformity rejects. Treadum flagged the cord shift at the building drum, not four hours later at final inspection.”

Ilse VandermeerPlant Director, passenger radial plant [PLACEHOLDER]

“The cure agent found 40 seconds of margin on a construction we had run the same way for eleven years. It proved it in shadow mode before it touched a press.”

Rahul MenonPrincipal Process Engineer, truck & bus radial [PLACEHOLDER]

“Genealogy is the part I did not expect to care about. Every tire now has a linked record from batch to grade, and audit prep went from weeks to an afternoon.”

Camille DuarteQuality Systems Manager, IATF 16949 site [PLACEHOLDER]

[PLACEHOLDER] Design-partner quotes are illustrative until pilot references are published.

How the products are licensed

$15kCell plan, per building or curing cell or line, per month
$95kFactory plan, whole plant, per month
$700k+Enterprise landing ACV, multi-site
78%Target gross margin at scale

See the pricing page for packaging, annual terms and outcome-based components.

Choosing and combining products

Yes, and a number of plants do exactly that for the first two quarters. Sense pays for itself on escape rate and rework alone, and it produces the labeled data Control needs later.

No, but it is far more useful with it. Without Control you get high-quality what-if analysis; with it, a validated scenario can be promoted directly to an assist-mode trial.

It is a linked record plus an immutable action log plus the export machinery. The value is that the links are created automatically by the same runtime that makes the decisions, so there is no reconciliation step.

Yes. A site commonly runs Sense in bounded mode, Control in assist mode on building and bounded mode on curing, with Twin advisory. Gates are per agent, per station.

Put one cell on autonomy in 90 days

Pick one wedge — splice inspection, X-ray defect detection, cure-state optimization or uniformity prediction. We baseline it, run shadow mode, then graduate to bounded autonomy under a signed control envelope.

Pilots start in shadow mode. No line changes until accuracy and safety gates pass.