Engineering · AI engineering
AI in your real workflows, tested before it goes live.
AI assistants for your staff and customers, and document intelligence that reads, sorts and extracts data from your documents. Measured before launch, approved by a person where it matters, monitored once live.
- 01ConsultWe study the problem, the systems and the rules, and agree what success means.Assessment and scope
- 02DesignArchitecture, data model and interfaces, reviewed with your team before anything is built.Architecture and prototypes
- 03BuildSoftware, AI and data work in increments you can test, with security in from the first one.Accepted releases
- 04DeployInto your cloud, ours or your own servers, with monitoring, backups and a way back.A live, monitored system
- 05TrainA pilot with real users first, then hands-on training on the real system and their real tasks.People who use it from day one
- 06OperateSupport, maintenance and improvement from the people who built it, or a clean handover.Support or handover
- For
- CTOs, product owners and operations leads
- Sectors
- Public sector, Municipalities, Education
- Languages
- Greek and English
- Starts with
- A written scope
When to call us
Organisations usually come to us when…
- A chosen use case must work on your own data
- A prototype has no evaluation or monitoring
- Hours spent drafting, sorting or routing documents
- Outputs must be checked before they reach anyone
Deliverables
What you receive.
- 01IntegrationInside your systems, with least-privilege data access.
- 02AI assistantsAnswers from your own documents, each showing its source.
- 03Document intelligenceDocuments read, classified and their data extracted into your systems.
- 04Evaluation setAgreed with your experts, run on every change.
- 05Human approvalWherever an output affects a person or record.
- 06Monitoring and documentationQuality, cost and failures visible to your team; intended use and known limits written down.
Working together
How it runs.
- 1What we need from youA defined task and ownerRepresentative documentsExperts to review test cases
- 2How decisions workLaunch thresholds are agreed in advance. A feature that misses them is not released.
- 3After deliveryWe re-evaluate when models or data change, and can operate it for you.
Technologies we use most
- Commercial and open-weight models
- Retrieval on PostgreSQL · Elasticsearch
- Speech-to-text
- LangChain
In our own work
eCouncil
Council discussions transcribed by speaker and topic, with draft minutes for the secretariat to approve.
Related
Services that go with it.
- ServiceAI consultingAI readiness, use-case selection, risk review and an implementation plan.
- ServiceData platformsIntegration, data models, quality checks and governance across your systems.
- ServiceSoftware engineeringCustom applications, integrated information systems, ERP and CRM, designed, built and maintained.
Tell us about the problem you need solved.
A short description is enough. We reply by email.