Technology
What we build with
Our default is open technology you can run on your own infrastructure — open-weight models, open vector stores, Kubernetes, Python. Where your organisation already runs Azure, AWS, Google Cloud, Databricks or Microsoft 365, we build on those. Every choice is made per project, by evaluation on your data and your constraints — and you keep the code.
Foundation models
Open source / open technology
- Llama
- Mistral
- DeepSeek
- Qwen
Enterprise providers
- OpenAI
- Anthropic
- Google Gemini
- Mistral AI
- Microsoft Azure
- AWS Bedrock
AI agents & orchestration
Open source / open technology
- LangGraph
- LangChain
- LlamaIndex
- CrewAI
- AutoGen
- MCP
Enterprise providers
- Microsoft Foundry Agent Service
- AWS Bedrock Agents
- Google Agent Platform
RAG & enterprise search
Open source / open technology
- pgvector
- Qdrant
- Weaviate
- OpenSearch
- Elasticsearch
Enterprise providers
- Azure AI Search
- Google Vertex AI Search
- Amazon OpenSearch
- Pinecone
Data & AI platforms
Open source / open technology
- Spark
- Delta Lake
- Iceberg
- DuckDB
Enterprise providers
- Databricks
- Snowflake
- Microsoft Fabric
- Google BigQuery
Cloud AI
Enterprise providers
- Microsoft Azure
- AWS
- Google Cloud
Private / on-premise AI
Open source / open technology
- vLLM
- Ollama
- llama.cpp
- KServe
Enterprise providers
- NVIDIA AI Enterprise / NIM
- Red Hat OpenShift AI
Containers & platforms
Open source / open technology
- Docker
- Kubernetes
- Helm
Enterprise providers
- Azure AKS
- AWS EKS
- Google GKE
- Red Hat OpenShift
APIs & applications
Open source / open technology
- Python
- FastAPI
- Node.js
- React
- PostgreSQL
- Redis
Enterprise providers
- Azure App Service
- AWS Lambda
- Cloud Run
Identity & access
Open source / open technology
- Keycloak
- OAuth2 / OIDC
Enterprise providers
- Microsoft Entra ID
- Okta
- Auth0
- AWS IAM
Enterprise integration
Open source / open technology
- REST
- GraphQL
- MCP
- Kafka
Enterprise providers
- Microsoft 365
- SAP
- Salesforce
- ServiceNow
- Google Workspace
Data engineering
Open source / open technology
- Kafka
- Airflow
- dbt
- Spark
Enterprise providers
- Confluent
- Databricks
- Azure Data Factory / Fabric
- AWS Glue
MLOps / LLMOps
Open source / open technology
- MLflow
- Kubeflow
- OpenTelemetry
- Arize Phoenix
Enterprise providers
- Databricks MLflow
- LangSmith
- Weights & Biases
- Azure ML
Infrastructure as code
Open source / open technology
- OpenTofu
- Ansible
Enterprise providers
- Terraform
- Azure Bicep
- AWS CloudFormation
Secrets & security
Open source / open technology
- OpenBao
- Falco
- Trivy
Enterprise providers
- HashiCorp Vault
- Microsoft Defender
- AWS Security Hub
- Wiz
Observability
Open source / open technology
- OpenTelemetry
- Prometheus
- Grafana
Enterprise providers
- Datadog
- Dynatrace
- New Relic
- Azure Monitor
Data governance
Open source / open technology
- OpenMetadata
- Apache Atlas
Enterprise providers
- Microsoft Purview
- Collibra
- Databricks Unity Catalog
- Informatica
Technologies we work with, chosen per project — not a list of partnerships or certifications.
Not sure which stack fits your constraints?
Sovereignty, existing platforms, budget, skills — a 30-minute readiness debrief gives you an honest read and a first architecture direction.
Mohamed Ben Haddou
Founder & CEO · Independent AI Expert for the European Commission
You talk to Mohamed, not a sales team — and the person who scopes your work is the one who delivers it.