Line assessment
A process-AI engineer walks your workflow and models the achievable range.
Start with one line and one number
Tell us the workflow that frustrates you most. We will come back with a modelled ROI range and a 90-day pilot plan with a defined success metric.
Book a line assessment
Tell us the chemistry, format and the step that is capping your yield. We will come back with a modelled ROI range and a 90-day pilot plan with a hard success metric.
- 30-minute technical scoping call with a battery process-AI engineer
- Baseline review of coat weight, defect, weld, fill and formation data
- Modelled first-pass-yield, scrap and formation-cost impact
- Security, IP-isolation and deployment review for IT/OT
Who you will reach
Security review
The security pack, architecture diagrams, DPA and pen-test summary under NDA.
API access
Credentials, the OpenAPI spec and a sandbox line for your controls team.
Partnerships
Equipment OEMs, integrators and cloud partners.
Investors
Materials shared under NDA following an intro call.
Press
Interviews, data and technical review of manufacturing claims.
From form to pilot
Within 1 business day
A process-AI engineer replies with scheduling options.
Scoping call
30 minutes to identify the wedge workflow and the metric that matters.
ROI model
A modelled range based on your volume, chemistry, cell value and baseline.
Pilot plan
A 90-day paid pilot with one success metric and a defined exit.
How we run first conversations
<1 dayTypical first response
30 minScoping call
90 daysPilot length
1Success metric per pilot
What is useful to bring
Current baseline
First-pass yield, scrap rate or formation cost on the line in question.
Chemistry & format
NMC, LFP, silicon-anode or solid-state; pouch, prismatic or cylindrical.
Line context
Annual capacity, takt, equipment vendors and current inspection setup.
Constraints
Data residency, on-prem requirements and qualification obligations.
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.
Built for the world's largest gigafactories
Multi-site programs
Standardize coating, weld and formation autonomy across every plant with central model governance and per-site envelopes.
Factory edge fleet
Managed Jetson/IGX clusters with OTA updates, versioned rollbacks and 99.9% availability targets.
Dedicated assurance
Named process-AI engineer, qualification support, PPAP-aligned documentation and 24/7 escalation.
Outcome-based commercials
Multi-year agreements with pricing tied to first-pass yield, scrap and formation cost.
What buyers say afterwards
“We were stranded at 63% first-pass yield for five months. Anodela ran in shadow for six weeks, then took bounded control of coat weight and drying. We crossed 91% in the next quarter.”
“It reads our CT and vision streams the way a great process engineer does — except it does it on every metre of web, on every shift, and it writes the correction back before the defect becomes scrap.”
“The audit trail was what got quality to yes. Every proposal, approval and executed setpoint is linked to cell genealogy, so our IATF evidence got stronger, not weaker.”
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
Before you write
Yes. Most assessments end with a written view of where the upside is, whether or not you proceed. Several teams used ours to prioritise their own internal work.
Yes, we sign customer NDAs routinely before any process detail is discussed.
Yes — see the partners page for the Anodela-ready programme.
One line. One metric. Ninety days.
That is the whole proposal. If the number does not move, you walk away.