Built for research.
Engineered toward industry.
Research and industrial scopes differ in user rights, deployment, support and validation requirements. Individual, per-tool laboratory and both suite licenses share a documented core-tool scope. See each offer's planned launch pricing and user rights. Online purchasing is not yet available. Industrial engagements are separately scoped.
Inspect, compare, reproduce
Single-user CSV analyses and reproducible JSON reports. Formation charge and energy integration, sample-based QC and materials exposure comparisons. EIS component checks only.
- Scientific assumptions and warning flags
- Full-precision export and source retention
- Separate experimental conditions and samples
- Never an automated battery-failure diagnosis
Review a defined plant workflow
Compare recorded production-test results with declared specifications. Disposition-based yield requires unit IDs and explicit statuses. A scoped pilot reviews one historical dataset with a responsible engineer.
- Agree source formats and acceptance criteria
- Review units, gaps, completeness and traceability
- Measure analyst time and report error rates
- No line-control, automatic reject, validated Cp/Cpk or production integration
Research Pro and industrial work
A separate Python research engine implements ECM fitting and Lin-KK. It is outside the core browser offers. SPC with stability checks, measurement-system studies, controlled pipelines, role-based access and operational support are outside the current core tools and require a separate scope.
- Research Pro: separately scoped, no active price
- Industrial rollout: separately scoped
- Agree functions, evidence and support before any engagement
Proposed rights and deliverables
The analysis is not made more scientifically valid by buying a higher tier. These scopes describe different rights, services or separately verified functions.
| Edition | User and deployment scope | Included deliverable | Support and availability |
|---|---|---|---|
| Research Preview | Browser evaluation within displayed limits | Limited local calculations and labeled examples | Free preview; no service commitment or production decision authority |
| Research Individual | One named user, one chosen tool, purchased version | Versioned local tool, documented methods, examples and exports | Planned; proposed support and license terms available for review |
| Research Suite | One named user, four core tools, purchased version | The four separately documented tools under one shared seat and support entitlement | Proposed; no advanced or industrial capability implied |
| Per-tool Laboratory | Up to five named users in one laboratory | One chosen core tool with broader user rights | Same method scope; no plant-wide or redistribution rights |
| Laboratory Research Suite | Up to five named users in one laboratory | All four core tools under one shared seat and support entitlement | Same method scope; no plant-wide or redistribution rights |
| Research Pro | Functions, prerequisites and user scope agreed separately | Separately documented advanced research functions | Separate research offering; not available for online purchase |
| Factory Data Review Pilot (discovery scope) | One agreed plant question and file format | Data audit, workflow baseline, findings and scoped recommendations | Proposed fixed-scope service; no line control or release authority |
| Industrial Integration Pilot | Named site, agreed data connection and acceptance plan | Contracted integration, measurable acceptance evidence and handover | Scoped quotation; security, support and operating costs agreed first |
| Industrial Site / Enterprise | Future contracted users, sites and deployment | Supported operational deployment only after relevant field validation | Unavailable; requires service levels, access control and maintenance |
All proposed licenses exclude redistribution and claims of certification. Updates beyond the purchased version, maintenance, data integration and service levels require explicit terms. No commercial license is granted by this preview.
Battery chemistry matters
Formation is not a single interchangeable process across lead-acid and lithium-ion cells. These previews integrate measurements; chemistry-specific formation quality or life predictions require validated models and measured evidence.
What a pilot must demonstrate
Record the baseline manual workflow, freeze test files, calculate processing time and measurement discrepancies, compare results against the original records with an independent reviewer, and establish security, support and data-retention terms. Rollout is conditional on the agreed acceptance criteria.