Novera / Systems · Data and AI · Engineering teams
We design and develop applications, APIs, integrations, data platforms and applied AI. Bring us a complete project or add specialists to your delivery process.
Selected systems in the architecture
Sources, data model, reporting and access rules
It starts with the work
Connect the user’s task to code and data. We examine your system’s constraints and define work you can evaluate at the first stage.
What we buildEngineering scenarios
Illustrative engineering scenarios showing common constraints. They are not presented as client case studies or proof of Novera delivery.
01 / Data · Architecture
A multi-asset organisation needs management reporting. The data sits in several systems, and reporting must stay within the organisation’s infrastructure.
PostgreSQL, Airflow pipelines and Power BI reporting with role-based access.
The scenario shows how an interim demonstration can clarify reporting priorities.
02 / Manufacturing · System design
An operator checks packaging as it moves along a production line. Automation starts with understanding which defects a camera can see and how to inspect them without slowing the line.
Defect definitions, image-capture conditions, processing beside the line and an operator interface.
The scenario connects defect requirements with image capture and the inspection architecture.
Solution prototypes
Choose an interactive prototype and try a task with sample data. This is not a catalogue of ready-made products.
Novera RAG · prototype
For teams looking for policies, decisions and instructions across documents. Get an answer alongside the passage that supports it.
Workflow and evaluationInteractive example · sample data
The product owner approves a requirements change after its schedule impact has been assessed. The analyst records the decision in the change log.
Exact document passages for your question.
TalentFlow AI · prototype
For IT staffing procurement: role, rate and criteria in one request, CVs from multiple vendors, and a top five with match percentages, evidence and open questions.
Workflow and evaluationInteractive example · sample data
Vendor proposals
8 sample CVs loaded
P-A-01 · P-A-02 · P-A-03
P-B-01 · P-B-02
P-C-01 · P-C-02 · P-C-03
7 proposals within budget · 1 over budget
Evidence-weighted points / selected weights × 100%. Confirmed: full weight; partial: half; unknown: zero. Proposals over budget are excluded. Ties use the lower rate, then CV ID.
The percentage compares evidence in sample CVs. A person makes the hiring decision.
Vision Control · prototype
For manufacturing and quality teams: connect an image, an inspection region and an operator’s decision. Start with a defect that can be reliably seen in your images.
Workflow and evaluationInteractive example · sample data
Blog
Practice / 01
Prepare an AI pilot: choose a user action, collect evaluation examples, define errors and plan an end-to-end test.
Practice / 02
A source beside an answer is useful only if it supports the claim. A practical example using a requirements change.
Practice / 03
Role, work, rate and criteria: make vendor submissions comparable and preserve the questions that need an interview.
Tell us about your project and current system. Let’s discuss how we can work together.