Proven methodology for AI success
Our structured approach ensures that every AI project delivers measurable value while maintaining the highest standards of quality, security, and compliance.
Four steps from idea to impact
Discover
We deeply understand your business, challenges, and goals through comprehensive workshops and stakeholder interviews. We analyse processes, data infrastructure, and compliance requirements to build a clear roadmap.
Deliverables
Design
We design AI solutions that are technically sound and aligned with European regulations. Detailed specifications, prototypes, and proof-of-concepts validate key assumptions before full-scale development.
Deliverables
Build
We bring designs to life using agile sprints with regular demos and stakeholder reviews. Every component undergoes rigorous testing and security audits to ensure GDPR compliance.
Deliverables
Deploy
We ensure smooth production transitions with comprehensive planning, user training, and change management. Post-launch monitoring and continuous optimisation drive long-term success.
Deliverables
Enterprise-grade tools we rely on
Languages & Frameworks
- Python (ML, backend)
- TypeScript / Node.js
- React & Next.js
- FastAPI
ML & Data
- TensorFlow / PyTorch
- scikit-learn
- Apache Kafka
- PostgreSQL / MongoDB
Cloud & Infrastructure
- AWS (SageMaker, Lambda)
- Google Cloud (Vertex AI)
- Docker & Kubernetes
- Terraform (IaC)
Security & Compliance
- GDPR-compliant handling
- OWASP Top 10 coverage
- Security-first architecture
- End-to-end encryption
How we work day to day
2-Week Sprints
Daily standups, sprint planning, reviews, and retrospectives keep delivery tight and predictable.
Transparent Communication
Weekly updates, bi-weekly demos, and monthly business reviews — no surprises.
Continuous Delivery
CI/CD pipelines, automated testing, incremental deployments, and real-time monitoring.
Code Quality
Automated linting, type checking, 80%+ test coverage, and thorough code review.
Security First
OWASP Top 10 coverage, penetration testing, and encryption at rest and in transit.
Measurable Outcomes
Clear KPIs defined upfront, tracked throughout, and reported monthly.