One assurance standard
Quality and OT review one architecture once, then approve each line against the same controls instead of relitigating every vendor.
One platform, one model registry and one assurance standard across every mill you own — with the procurement, security and deployment machinery that makes a multi-site rollout survive contact with reality.
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Groups evaluating Steelira as a standard
Point tools multiply. A platform compounds.
Quality and OT review one architecture once, then approve each line against the same controls instead of relitigating every vendor.
A grade rolled well in one plant informs the setup in another — through model transfer you authorise, never raw data movement you did not.
One MSA, one DPA, one security review and one renewal instead of six vendors on six cycles.
Signed OTA updates, rollout rings and per-line rollback across every edge node in the group, from one console.
Prime yield, energy intensity and scrap measured the same way on every line, so plant comparisons finally mean something.
The setup craft of your best rollers is captured per mill and stays with the company.
Steelira is bought by plant directors and approved by IT/OT, quality and security. The programme is designed for all three.
A repeatable deployment pattern: shadow, assist, then graduated autonomy — mill by mill, with a shared model registry across the group.
Signed OTA updates, staged rollout rings, per-line rollback and fleet health across every mill edge node you run.
MSAs, DPAs, penetration-test summaries, insurance certificates, SLAs and OT change-control documentation in one package.
A mill success engineer and a metallurgist assigned to your account, on site for commissioning and every autonomy promotion.
Typical shape of a group agreement. Everything is negotiable except the assurance controls.
| Element | Standard | Enterprise |
|---|---|---|
| Term | 12 months | 3–5 years with usage ramp |
| Scope | Per line or per plant | Group-wide, site activation schedule |
| Landing ACV | $216k–$1.4M | $900k–$10M |
| Outcome component | Optional | Typical — prime yield, energy or scrap |
| Deployment | Edge + Steelira cloud | Edge + your VPC, on-prem or air-gapped |
| Support | 8×5 or 24×7 | 24×7, named engineer, on-site commissioning |
| SLA | Availability | Availability + control latency + model refresh |
Annual prepay carries an 18% discount. Multi-year agreements ramp with site activations rather than paying for capacity before a line is live.
The same sequence on every line means the second deployment takes a third of the time of the first.
90-minute assessment per line; ranked wedge workflows and an instrumented gap list.
Read-only baseline over 6–8 weeks against pre-agreed metrics.
Human-approved recommendations until acceptance rate and ROI clear the gate.
Bounded autonomy, then mill autonomy — each promotion signed by rolling, quality and OT.
Autonomy in heavy industry gets governed like heavy industry.
Every envelope, objective weight and autonomy promotion is a version-controlled change with a reviewer, an approver and an immutable record — reviewable in the same way as a Level-2 modification.
Operator, engineer, quality and admin roles enforced through SSO and RBAC.
EU, US, India, Türkiye and on-prem options; residency fixed per tenant.
Contractual export of coil records, audit logs and model metadata in open formats.
Outcome measurement methodology is agreed in the contract and can be audited by your own finance team or a third party.
[PLACEHOLDER] Availability and latency targets become contractual commitments on Plant and Enterprise tiers.
Steelira writes to mill equipment, so security and safety are product requirements, not paperwork.
“We ran Steelira in shadow for eight weeks on the tandem mill. It called eleven of the twelve off-gauge tail events before our AGC reacted. That was the moment the argument ended.”
“Our best roller retires in two years. Steelira is the first system that captured how he sets up a hard automotive grade — and then explained why, with the coil history to back it.”
“Prime yield moved 1.7 points on the galvanizing line and reheat gas fell double digits. Nothing else we bought this decade did both.”
Tell us how many lines you run and where they are. We will come back with a rollout shape, an indicative commercial structure and the security package.
Start with one line at one plant. We will design the rollout so the second, third and eleventh are faster than the first.