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Standardize autonomy across every plant

Global cell makers do not buy a tool — they adopt an operating layer. Anodela Enterprise brings central model governance, per-site control envelopes and one accountable ROI programme.

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Enterprise programmes across four continents [PLACEHOLDER]

Northvolt-class OEMVolta CellsAmperex ESSHelion MotorsKestrel EnergyAnode WorksPrisma CellsSilica PowerTerra Grid StorageMeridian EVCathode LabsAurora Gigafactory

What Enterprise adds

Multi-site rollout

A single programme plan across plants, with per-site envelopes, staged autonomy and shared benchmarks.

Managed edge fleet

Jetson and IGX clusters operated as a fleet: OTA, canary rollout, versioned rollback and 99.9% availability targets.

Custom models

Chemistry, format and tolerance models fine-tuned to your cells rather than a generic industry average.

On-prem & air-gapped

Deployment options where no process data leaves the site, for sovereign and IP-critical programmes.

Dedicated assurance

Named process-AI engineer, qualification support and PPAP-aligned documentation packs.

Outcome commercials

Multi-year agreements with pricing components tied to measured yield, scrap and formation cost.

Central control, local authority

Corporate needs one standard and one set of numbers. Plants need authority over their own line. Anodela is built for both.

One model fleet, many envelopes

Models are governed centrally with evaluation gates and canary rollout, while each plant's quality team owns which envelopes are armed on which line.

  • Central golden datasets and CI evaluation gating every release
  • Per-site, per-line, per-chemistry autonomy envelopes
  • Instant fleet-wide or single-line rollback

Benchmarks without leaking IP

Executives want to know which plant is best and why. Federated benchmarking compares outcomes across sites without moving recipes or raw cell data.

  • Cross-plant first-pass-yield, scrap and formation-cost benchmarks
  • Rare-failure signatures shared as priors, never as raw data
  • Per-tenant and per-site isolation enforced end to end

A programme, not a project

Enterprise deployments run to a joint plan with quarterly business reviews, audited metrics and a named executive sponsor on both sides.

  • Joint success plan with agreed metric definitions
  • Quarterly audited ROI reviews with your finance team
  • 24/7 escalation with defined response and restoration targets

Commitments we sign

Enterprise agreements carry explicit availability, response and restoration targets. [ASPIRATIONAL — final SLA terms are contract-specific.]

CommitmentFactoryEnterprise
Control-path availability99.9%99.95% with edge redundancy
P1 response1 hour15 minutes, 24/7
Model rollbackSelf-serviceSelf-service plus assisted, fleet-wide
Dedicated engineerShared poolNamed process-AI engineer
Qualification supportDocumentation packOn-site support and PPAP alignment
Data residencyRegionalRegional, on-prem or air-gapped

Built for the assurance bar of battery manufacturing

Cell manufacturing is safety-critical and IP-dense. Anodela is designed so quality, IT/OT and EHS approvers can say yes.

SOC 2 & ISO 27001

SOC 2 Type II program with encryption in transit and at rest, SSO/SAML, SCIM and RBAC down to the line.

IP & recipe protection

Chemistry, coat-weight and formation recipes stay in your tenant. Optional fully on-prem deployment with no egress.

Assurance-grade audit trail

Every perception, proposal, approval and executed setpoint change is immutably logged for IATF 16949 and IEC 62660 evidence.

Data residency

EU, US, Korea, Japan and China-domestic regions, or air-gapped factory edge for sovereign programs.

A 12-month multi-site programme

  1. Quarter 1

    Lead plant pilot on the wedge workflow; audited baseline and assist-mode accuracy.

  2. Quarter 2

    Bounded control at the lead plant; second plant connectors and shadow mode.

  3. Quarter 3

    Fleet governance live; twin-led commissioning for the newest line.

  4. Quarter 4

    Autonomy standard published; expansion to remaining plants and modules.

How enterprise deployments perform

42Lines under management [PLACEHOLDER]
99.94%Fleet control-path availability
138%Net revenue retention
<14 moTypical enterprise CAC payback

Why enterprises standardize

“Formation was 24% of our cell cost. Anodela re-sequenced channels and trimmed the protocol per cell, and we took 17% of the formation hours out without touching a single capacity spec.”
Elena RossiVP Manufacturing, Kestrel Energy
“Metal-particle escapes were our nightmare. The contamination model flags a signature our inspection vendor simply does not see, and it quarantines the affected cells automatically.”
James WhitcombeReliability Engineering Lead, Helion Motors
“We commissioned line four with the twin first. It predicted the calendering window that would hold porosity, and the real line matched it within tolerance on week two.”
Aiko TanakaGigafactory Program Director, Aurora

Connected to the systems your line already runs on

Pre-built OT and API connectors read process, vision, X-ray/CT, formation and MES data — and write bounded setpoints back. Nothing rips and replaces; Anodela runs alongside the equipment you have qualified.

Coating & calendering

  • Dürr Megtec
  • Hirano
  • Toray
  • Manz
  • Bühler
  • Custom slot-die OT

Assembly & welding

  • Wuxi Lead
  • Hymson
  • Hitachi
  • Trumpf laser weld
  • IPG
  • Amada

Inline inspection

  • Cognex
  • Keyence
  • ISRA Vision
  • Nikon CT
  • Yxlon CT
  • PEMTRON

Formation & test

  • Wonik PNE
  • PNE Solution
  • Chroma
  • Digatron
  • Arbin
  • Neware

MES, quality & ERP

  • Siemens Opcenter
  • Rockwell FactoryTalk
  • iTAC
  • SAP
  • Ignition
  • AVEVA PI

Edge, robots & identity

  • NVIDIA Jetson / IGX
  • Isaac & Omniverse
  • Fanuc / KUKA
  • OPC UA & MQTT
  • Okta / Entra ID
  • K3s on-site

See all connectors

Priced on the line, the factory, and the outcome

Land on one high-ROI workflow, expand line by line and site by site. Annual prepay saves 18%; the highest-value workflows can be priced on measured yield, scrap and formation-cost outcomes.

Line

$18,000 per production line or coating/assembly cell, per month
  • One wedge workflow: coating/calendering control, assembly & weld, inspection or formation
  • Factory-edge runtime for a single line
  • Connectors to your coating, inspection, formation or MES stack
  • Review console, alerting and assurance-grade audit log
  • Shadow and assist modes with measured accuracy reporting
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Factory

$120,000 per gigafactory, per month
  • Whole-factory scope: coat & calender, defect & contamination, assemble/weld/fill, formation & grade
  • Yield and takt balancing plus robotic dry-room handling
  • As-built cell digital twin — hit yield before the run
  • Graduated autonomy with bounded control envelopes
  • SSO/SAML, RBAC, SOC 2 reporting and quarterly ROI reviews
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Enterprise

Custom typical land: $1M–$15M ACV
  • Multi-site rollout across every plant and chemistry
  • Custom chemistry, format and tolerance models
  • Managed factory edge fleet with OTA and rollback
  • On-prem or air-gapped deployment and data residency
  • Uptime SLAs, dedicated support and qualification assistance
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All plans include the review console, grounded outputs with citations, human-in-the-loop checkpoints and the immutable quality/safety audit trail. Prices shown in USD.

Enterprise questions

Yes. In on-prem mode the control path, models and data remain inside your network with no egress. Fleet governance can run on your infrastructure or be operated as an air-gapped update process.

Models are parameterised by chemistry and format, and envelopes are defined per line. A window proven on one line can be transferred as a candidate to another and revalidated in the twin.

Typical enterprise landings are $1M–$15M ACV with usage ramps, multi-year terms and outcome components on the highest-value workflows such as first-pass yield and formation cost.

Make autonomy the standard, not the pilot.

We will build the multi-site plan with you — starting from the plant with the most upside.

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