Software & Product Development
Software for industrial products that can be maintained, audited and scaled.
Architecture, platforms, data and AI agents for manufacturing companies. Built with the same discipline we apply to quality and security: clear responsibility, traceable decisions, a human sign-off where it matters.
EPortrait
Enrico
Responsible for Software & Product Development · Sweden
Software and platform architecture, AI and agent systems, data and analytics, automation and integrations, productisation.
info@ef-next.com
Typical situations
Does one of these sound like you?
We want to use AI agents in operations, but controlled, traceable and without losing responsibility.
AI and agentsOur grown software is blocking the next product generation.
ArchitectureWe have the data, but no platform and no team to make it useful.
DataQMS, document store and action tracking do not talk to each other.
IntegrationAn expert service of ours should become a product.
ProductisationOur product software has to pass a security or quality audit, and we are not sure it would.
Audit-ready software
What you get
Results from assessment to running pilot.
We apply to your software the model we run ourselves: software takes over routine work step by step, and every decision that carries risk is approved by a person, with evidence.
- AI opportunity and risk assessmentRated use cases with benefit, risk and the control each one needs.Per assessment
- Process analysis and redesignProcesses that can carry agent work: inputs, decision logic, deterministic steps, human judgement.Per process
- Governance and control modelRules for rights, data access and logging of agents, aligned with your quality and security requirements.Per organisation
- Human-in-the-loop conceptClear decision boundaries between people and agents, with approvals that leave evidence.Per use case
- Architecture and platformSoftware and platform architecture, data pipelines, integrations into your existing systems.Per package
- Pilot implementationongoingA running pilot with data, automation and integrations, with an audit log and traceable decisions from day one.Per pilot
Principle
Five questions we ask of every piece of work.
- Which input does the expert need, and from which system could it come automatically in future?
- Which decision logic does the expert apply, and can it be written down as a rule, a grid or a check?
- Which steps are deterministic and can be automated now?
- Where is real judgement still needed, and how is that decision approved and evidenced?
- How does a one-off piece of work become an ongoing service?
Visual to follow
Architecture sketch, workshop whiteboard or a screenshot of a running pilot.
Contact
Start with the assessment. It shows where software can take over safely, and where it must not.
Write to Enrico directly or use the contact form. The first conversation is free.