Manufacturing & Engineering
Change the technology. Understand the effect on your product.
A technical change can affect more than one product. LeanCTX brings the relevant software, requirements and test results together for your team's AI assistant. Engineers can review a proposed change with the product's requirements in view.
What must we check before changing how the software communicates with this sensor?
Software that connects the sensor
Technical requirements and documentation
Results of the relevant tests
01
Review a change to sensor software
Your team changes how software communicates with a sensor. The change must fit the technical requirements, not just look correct in the code.
- What information helps?
Software that connects the sensor
Technical requirements and documentation
Results of the relevant tests
- How LeanCTX helps
LeanCTX prepares the relevant software sections, requirements and test results for the assistant. It can check a proposed change against those references and identify points the engineers need to examine.
- What your team gains
Engineering receives a proposal with its technical basis together. The team checks the implementation, tests it on the relevant equipment and decides whether to approve the change.
02
Understand the impact across product variants
Several devices use the same software component. Before changing it, your team needs to know which variants have different settings or requirements.
- What information helps?
Settings for the affected variants
Shared software and technical requirements
Development test reports
- How LeanCTX helps
LeanCTX brings the relevant information for the affected variants together. The assistant can prepare an overview of differences, affected areas and tests to consider.
- What your team gains
Your team can review the change across variants rather than examining an isolated software section. Engineers verify the overview against the original requirements and test results.
LeanCTX
How LeanCTX fits into your company.
LeanCTX prepares relevant company knowledge for the AI applications your teams use. Your teams can work with that information and check its sources. The connected systems and permitted information are agreed before use.
Integration details and limits
Context preparation covers the reads and tool results handled by the active integration. Model delivery controls require a separately qualified execution path. Custom connectors, SDK production rights and rollout are scoped separately.
What these examples use
Approved development software, documentation and test reports. Production credentials and unrelated products or customer projects remain excluded.