Pricing
Priced against the waste it removes
Start on one line, expand across the mill, negotiate outcome-based terms at group scale. No per-seat maths on a factory floor.
Plans
Three ways to buy
Monthly list price shown. Annual prepay saves 15 to 20% depending on term; the annual figure is shown at 15%.
Line
Mills validating ROI on a single wedge workflow.
- One agent workflow on one line, yarn/fabric control, dyeing, or inspection
- Mill-edge inference appliance and connector for that line
- Run timeline, tool-call log and immutable audit trail
- Assist mode with human approval on every control action
- Standard email and shared-channel support, 1 business-day response
Mill
Full loopScaling mills adopting the full perceive–decide–act loop.
- All nine agents: spin, weave/knit, dye, finish, defect, shade, yield/takt, robotics, conformance
- As-produced fabric digital twin with pre-run simulation
- Graduated autonomy with per-workflow approval policies and spend limits
- Mill-edge fleet management and offline fallback control
- Roll genealogy, buyer conformance packets and sustainability reporting
- Named mill engineer and quarterly outcome review
Enterprise
Integrated textile groups standardising on Yarneon.
- Multi-site deployment with group-level benchmarking
- Custom fibre, construction and shade models trained on your archive
- On-prem or private-VPC deployment via NVIDIA AI Enterprise
- SSO, SCIM, RBAC, data residency and signed SLAs
- Outcome-based commercial components on yield, seconds, re-dyes and utilities
- Dedicated solutions team and 24×7 support
What is included
Line against mill against enterprise
| Capability | Line | Mill | Enterprise |
|---|---|---|---|
| Mill agents | 1 workflow | All nine | All nine, multi-site |
| Fabric Twin | Single line | Whole mill | Group-wide |
| Edge appliance | 1 included | Up to 4 included | Sized per site |
| Autonomy level | Observe → assist | Bounded control | Bounded control |
| Conformance packets | Standard | Standard + buyer templates | Custom + API |
| SSO / SCIM / RBAC | SSO | SSO + RBAC | SSO + SCIM + RBAC |
| Deployment | Cloud + edge | Cloud + edge or VPC | On-prem or air-gapped |
| Support | Business hours | 24/7, named engineer | 24/7, SLA, quarterly reviews |
| Outcome-based terms | Not offered | Available | Standard |
The business case
How mills justify it
Re-dyes
The single biggest line
A re-dye costs water, steam, chemistry, machine hours and a late shipment. We model the licence against your own re-dye rate before anything is signed.
Seconds
Grade B fabric
Every point of seconds recovered to first quality is margin that already exists in your building.
Utilities
Water and energy
Optimised exhaust curves and stenter profiles cut litres per kilogram and kWh per lot measurably.
Downtime
Unplanned stops
Predicted end-breaks and beam faults turn an emergency into a scheduled change.
Audit labour
Evidence work
Reconstructing genealogy by hand is days of skilled time per audit. The packet takes minutes.
Chargebacks
Buyer claims
A defensible per-roll record changes the conversation when a claim arrives.
Trust signals
What the runs actually produce
No customer results are published yet. These are platform facts and plan terms from our own documents. Outcomes will be measured against each mill’s own trailing twelve months, in shadow mode before anything is controlled.
Mill agents, one per stage, from spinning to release.
Products in the loop: Vireon, Spindra, Loomix, Shadeon, Doffex and Twinly.
Design partners we are onboarding first, one wedge workflow each.
Per line per month on the Line plan. Mill and Enterprise sit above it.
Items marked ASPIRATIONAL are design targets ahead of production validation.
Design-partner programme
What a design partnership involves
Three to five mills, one wedge workflow each, shadow mode first. The sequence comes from our MVP plan and does not change for anyone.
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Phase 1
Instrument
The wedge workflow is connected in shadow mode and the baseline for seconds, re-dyes and waste is measured from the mill’s own data.
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Phase 2
Assist
The agent recommends yarn, construction and recipe moves and predicts defects and shade. An engineer approves each one, and accuracy is scored in the open.
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Phase 3
Graduate
Low-risk inspection, dye and finishing loops move to bounded auto-control one setpoint at a time. Exceptions escalate to a named person.
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Phase 4
Expand
Adjacent modules are added within the same mill once the wedge holds its numbers. Publication of results is the mill’s decision.
Deployment
From first connector to bounded control, one phase at a time
No mill hands over a jet on day one. The path is deliberately slow at the start and faster once the numbers hold. Durations are quoted after the assessment, because they depend on how instrumented the mill already is.
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Phase 1
Connect
Mill survey, edge appliance install, connectors to machines, MES and meters. Telemetry starts flowing; nothing is controlled.
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Phase 2
Observe
Models run in shadow against live production. Predictions are scored against what the mill actually produced, on your data.
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Phase 3
Assist
The agent proposes; a human commits. Approval gates, setpoint envelopes and revert paths are agreed with the process owners.
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Phase 4
Control
Bounded auto-control on the setpoints you authorise, one at a time, with autonomy ceilings that you can lower at any moment.
Agent graph
One run, ten steps, one human decision
This is the shape of a dye lot on Yarneon, shown as an illustrative scenario rather than a customer run. Ingest and simulation fan out, converge on a colourist approval gate, then dosing, verification, finishing, inspection and release. The accent traces the active path; every node opens in the inspector.
Scroll the graph sideways · or open the text equivalent below
Text equivalent, workflow steps, dependencies and status
| Step | Stage | Depends on | Status | Duration |
|---|---|---|---|---|
| ingest | conformance | none | SUCCEEDED | 0.8s |
| twin | simulate | ingest | SUCCEEDED | 46s |
| recipe | dye + colour | ingest | SUCCEEDED | 2.4s |
| approve | human gate | twin, recipe | APPROVAL | 4m 12s |
| dose | bath control | approve | SUCCEEDED | 118m |
| shade | verify ΔE | dose | SUCCEEDED | 9.1s |
| finish | stenter | dose | SUCCEEDED | 64m |
| inspect | vision | shade, finish | FAILED | 38m |
| rework | replan | inspect | SUCCEEDED | 1.6s |
| grade | release | rework | SUCCEEDED | 3.0s |
- Parallel branches2twin simulation and recipe prediction run together
- Human gates1colourist approval, 15 minutes, attributed
- Failures recovered1weft streak on roll 09, replanned in-run
Run timeline
RUN-4471 · Indigo poplin, 3,180 kg, due Thursday
The same scenario run as an ordered timeline: step, status, duration and the tool result behind it. Inspection failed on one roll, the run recovered, replanned the cut and still held the ship date.
Goal: Dye lot DL-4471 · 3,180 kg · 40s combed cotton poplin · shade Indigo 19-4028 TCX · ΔE ≤ 0.8 · due Thu 06:00
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01 ingest.lot_state SUCCEEDED 0.8s
Pulls greige genealogy for 14 rolls: yarn lots, loom, greige GSM 138, absorbency and residual size from the prep line.
Agent, input and output
agent Quality-and-Conformance result ← 14 rolls · 3,180 kg · mean GSM 138.2 (σ 1.1) · prep OK -
02 twin.simulate_lot SUCCEEDED 46s
Omniverse fabric-line twin simulates the exhaust curve, machine loading and takt for three candidate recipes before a drop of dye is used.
Agent, input and output
agent Yield-and-Takt result ← 3 candidates scored · best predicted ΔE 0.52 · 118 min cycle -
03 dye.predict_recipe SUCCEEDED 2.4s
Spectral recipe model proposes a 3-dye combination against the buyer standard, corrected for this substrate’s absorbency and the current water hardness.
Agent, input and output
agent Dye-and-Color result ← 2.14% Navy RGB · 0.61% Blue BRF · 0.08% Black B · salt 62 g/L -
04 human.approve_recipe APPROVAL 4m 12s
Recipe deviates >5% from the standing card, so autonomy is capped: the colourist approves, rejects or edits before any dosing. Guardrail policy MILL-02/DYE-APPROVAL.
Agent, input and output
agent Dye-and-Color result → awaiting colourist · approved on shift 04:18 -
05 dye.control_bath SUCCEEDED 118m
Closed-loop dosing and ramp control against live bath spectrophotometry; two mid-cycle corrections applied when exhaustion ran 4% ahead of model.
Agent, input and output
agent Dye-and-Color result ← exhaust 96.4% · 2 corrections · bath ΔE 0.41 at drain -
06 shade.verify_lot SUCCEEDED 9.1s
Per-roll spectral read against Indigo 19-4028 TCX under D65/TL84/A; metamerism scored and rolls sorted into shade bands.
Agent, input and output
agent Shade-and-Quality result ← mean ΔE 0.58 · 13 rolls band A · 1 roll band B -
07 finish.control_stenter SUCCEEDED 64m
Stenter chemistry, overfeed and curing profile set to hold hand, 148 cm width and residual shrinkage under 3%.
Agent, input and output
agent Finish-and-Hand result ← width 148.3 cm · shrink 2.1% warp / 1.4% weft -
08 inspect.scan_rolls FAILED 38m
In-line vision flags a recurring 6 cm weft streak on roll 09 between 412 m and 445 m, traced to a stenter pin-chain slip, not a dye fault.
Agent, input and output
agent Defect-and-Inspect result ← 1 defect cluster · roll 09 · 33 m affected · class WEFT_STREAK -
09 plan.rework_route SUCCEEDED 1.6s
cuOpt re-plans the cut and rework route: 33 m diverted to seconds, remaining 14,890 m re-sequenced so the buyer’s Thursday ship date still holds.
Agent, input and output
agent Yield-and-Takt result ← 33 m to seconds (0.22%) · ship date held -
10 quality.grade_and_release SUCCEEDED 3.0s
Four-point grading, roll genealogy and the conformance packet (AATCC 61, ISO 105-C06, ZDHC MRSL declaration) are assembled and released to the buyer portal.
Agent, input and output
agent Quality-and-Conformance result ← 13 rolls Grade A · 1 roll Grade B · packet signed
Lot released first time, on shade, on date.
| Measure | Value | Context |
|---|---|---|
| Final mean ΔE | 0.58 | against a 0.80 tolerance |
| Re-dyes avoided | 1 | the standing card would have missed shade |
| Seconds | 0.22% | versus the scenario mill baseline of 1.9% |
| Water used | 46 L/kg | versus 59 L/kg on the scenario recipe card |
| Human decisions | 1 | the recipe approval gate |
Why this matters
A mill does not fail on the good lots. It fails on the lot where the substrate drifted, the recipe card was wrong, and nobody found out until the buyer opened the carton. Yarneon makes that lot legible while it is still in the machine.
Guardrails
An agent earns the right to touch a machine
Nothing here is a global "AI on" switch. Autonomy is granted per setpoint, bounded by policy, reversible by any operator and logged permanently.
- Graduated autonomy
- Every workflow moves observe → assist → bounded auto-control. Autonomy ceilings are per-setpoint policy, not a global switch.
- Human-in-the-loop gates
- Approval gates fire on deviation thresholds, new substrates, or any action outside the authorised envelope. Approvals are attributed and time-stamped.
- Reversibility
- Every control action ships with a revert path and a last-known-good setpoint. Operators can take manual control at any moment, from the HMI or the panel.
- Immutable audit log
- Assurance-grade, append-only record of every observation, decision, tool call, approval and actuation, exportable for buyer and regulatory audit.
- Tenant isolation
- Recipes, construction libraries and roll data are isolated per tenant. No cross-tenant training. Permission-aware retrieval with enforced citations.
- Sandboxed tools
- Agents call machines through a typed, scoped tool layer with rate and range limits. There is no path from a model output to an unbounded PLC write.
Enterprise
Built for groups, not just for one dyehouse
Multi-site rollout, group benchmarking, governance that a CIO recognises, and deployment options for producers who will never put a dye recipe in someone else’s cloud.
Governance a textile group can actually sign
Approval policies, spend limits, autonomy ceilings and audit exports are configured per site and enforced centrally. Group leadership sees which mill holds shade best on which family, and the mills see why.
- SSO (SAML/OIDC), SCIM provisioning and RBAC down to the setpoint
- Per-site data residency, private VPC or fully on-prem deployment
- Group benchmarking across right-first-time, seconds, water and energy
- Signed SLAs, named mill engineers and quarterly outcome reviews
- Outcome-based commercial components on yield, re-dyes and utilities
Group view
One group, one standard
Right-first-time shade by site and shade family, normalised for substrate mix, so a fair comparison is possible for the first time.
Rollout
Shadow first
Wedge line in shadow, then assist, then control.
Autonomy
Per setpoint
Granted one at a time.
Questions
Pricing and commercial questions
Get a payback model for your mill
Send your re-dye rate, seconds percentage and utilities cost. We will return a defensible model, not a brochure.
