Services
AI systems that ship, and keep working
Nine services across the full lifecycle — from AI applications to the MLOps platforms and data foundations that keep them reliable. Senior-led, for businesses in Australia and France.
AI Applications
Systems that do the work: agents, document pipelines and LLM applications.
Agentic Automation
Autonomous workflows that act — safely.
We design and ship AI agents that complete multi-step business processes end to end, with guardrails, human-in-the-loop checkpoints, and full audit trails so you stay in control.
Learn moreDocument Intelligence
Structured data from messy documents.
Turn invoices, contracts, forms, and reports into clean, structured data with OCR + NLP pipelines tuned to your formats — validated, traceable, and ready for downstream systems.
Learn moreGenerative AI & LLMOps
LLM applications you can measure, release and trust.
We operationalise generative AI — RAG, agents and LLM applications — with versioned prompts, evaluation sets, release gates and production monitoring, so quality is measured, releases are controlled and costs stay visible.
Learn moreMLOps & AI Platforms
Everything that gets models into production and keeps them healthy.
MLOps & Model Deployment
Ship models to production, and keep them there.
We take models from prototype to production with CI/CD and continuous-training pipelines, automated testing and rollback, and serving that scales — so every release is repeatable and safe to change.
Learn moreAI Platform Engineering
A platform your teams can build on.
We design and build the platform your AI runs on — cloud or hybrid, containerised, GPU-ready and defined as code — so teams ship models on shared, secure foundations instead of one-off setups.
Learn moreModel Monitoring & Observability
Know a model is drifting before your users do.
We put production models under watch — accuracy, drift, bias, latency and usage — with alerts that reach the right person and remediation that can run on its own, so problems surface before they cost you.
Learn moreData, Analytics & Web
The data foundations, metrics and web presence your AI depends on.
Data & Feature Management
Reproducible from raw data to prediction.
We make your ML data dependable: a feature store for consistent features, lineage from source to model, quality checks on every pipeline and governed datasets — so any result can be reproduced and audited.
Learn moreSQL Dashboards
Metrics your team can trust.
We model your data and build executive dashboards on a clean semantic layer — so the numbers are consistent, explainable, and actually drive decisions.
Learn moreAI-Powered Websites
Fast, SEO-first, AI-ready.
High-performance websites built to be discovered — by search engines and AI agents alike — with AI features built in where they add real value.
Learn moreThe ML lifecycle, covered end to end
Each stage links to the service that owns it, on a platform built for your teams.
How we work with your team
One accountable lead from the first call to hand-over, with your leadership kept informed at every step.
Discover
Business goals turned into an operating plan, with scope and success measures agreed up front.
Design
Architecture and roadmap agreed with your leadership before any build starts.
Build
Delivered in increments alongside your team, demonstrated as we go.
Operate
Dashboards, status updates for leadership, and coordination with your vendors and cloud providers.
Senior engineering, no hand-offs — you work directly with the people building your system.
Technologies we work with
Chosen for your environment: we work in your cloud and with the tools you already use.
MLOps platforms
- PyTorch
- TensorFlow
- Vertex AI
- MLflow
- Kubeflow
- Prometheus
- Grafana
Cloud
- AWS
- Google Cloud
- Vercel
- Microsoft Azure
CI/CD
- GitHub Actions
- GitLab CI/CD
- Jenkins
Containers and orchestration
- Kubernetes
- Docker
- OpenShift
Infrastructure as code
- Terraform
- CloudFormation
- Ansible
Languages
- Python
- SQL
- FastAPI
Data engineering
- BigQuery
- Snowflake
- PostgreSQL
- dbt
- Airflow
- Spark
- Databricks
- Delta Lake
- Power BI
Generative AI
- OpenAI
- Anthropic
- Hugging Face
- LangChain
- LangGraph
- CrewAI
- Vertex AI Agents
Not sure where to start?
Tell us what you are trying to achieve. We will point you to the right service, or tell you honestly if AI is not the answer.
Book a Discovery Call