Enterprise AI solutions
Enterprise AI that works every day
We design and deliver custom AI applications, often replacing outdated legacy software, in a few months rather than years. They work with any leading AI model and run on the cloud you already use. Senior AI engineers and solution architects build them in phases, and each phase must show results before the next is funded.
Your people and applications
AI agents that carry out tasks
AI gateway: one controlled entry point to every model
Frontier models
Open-weight models
Your own ML models
Your data stays in your own databases and systems
Reference architecture
Six layers you control
Six layers, from the screens people use down to the data underneath, with security and quality controls across all of them. The same design supports your first AI application and your fiftieth, so early success does not turn into costly rework.
01Experience
Chat assistants AI inside your own applications AI in BI tools and Microsoft Copilot Automated reports and briefings
02AI agents & coordination
Agents working together on a task Links to your systems via open standards (MCP) Reusable building blocks Human approval before any action
03Business knowledge
One agreed definition per metric Document search with sources cited Map of how your data connects Your existing forecasting models
04AI gateway & models
Each task sent to the best-suited model Limits on cost and usage Personal data masked, unsafe content blocked One log of all AI use
05Data foundation
Connections to your data warehouse Data pipelines with quality checks ERP and market research data Access rights down to individual records
06 Trust & operations Runs across every layer. Automated quality tests Monitoring of every answer and action Audit trail, versions and the option to roll back Aligned with the EU AI Act and international AI standards
What we build
Six core capabilities
Custom solutions that replace legacy software We build AI applications around how your business works, often replacing outdated legacy software that slows your teams down and costs too much to maintain.
Delivered in months Not years. From first scope to a solution your people use every day.
Decision agentsAI agents that answer business questions in plain language, using your company’s own data and access rights, and cite the source of every answer.
AI gatewaysOne controlled entry point to every AI model: each request goes to the best-suited model, costs are capped, personal data is masked and every use is logged.About the AI Gateway →
Orchestration layersSoftware that lets several AI agents work through a task together and use your business systems, with a person approving anything that cannot be undone.
Knowledge layersOne agreed definition for each business metric, and one way to search both your databases and your documents.
Embedded AIAI inside the tools people already use: BI, Copilot, CRM or your own applications through an API.
Quality monitoringAutomated checks on the quality and cost of every AI answer, alerts when quality slips, and a full record of what each agent did.
Any AI model. Any cloud. We are independent of AI providers and of infrastructure providers. For each task we choose the best AI model, from the major commercial providers or open-source models you run yourself, and switch when better ones arrive. We build on the cloud you already use: Microsoft Azure, AWS, Google Cloud or your own servers. Your systems outlive any single model or vendor.
Model chosen per task, cost and risk Runs on Azure, AWS or Google Cloud Or on your own servers No lock-in to one provider Hosted in the EU for European clients
Strategic partnerships
- OpenAI
Tailored AI Gateway · built for you
Security, Governance and Budget Control
The Tailored AI Gateway sits between your applications and the AI models they use. Your policies decide what to enforce; the gateway enforces it on every live request. Click a control to see what it does.
Your applications Enterprise chat portal Analytics copilots Autonomous agents Your next app
AI GatewayOne policy surface
Model providers Azure OpenAI Anthropic AWS Bedrock Google Vertex Self-hosted models
Security, Governance and Budget Control Every AI request passes the same five controls. Click a control to see what it enforces.
Your next AI app plugs in through configuration. No rebuild needed.
Explore the AI Gateway Deployed in your own cloud, governed in about six weeks, and yours to keep.
Delivery model
Low risk by design
Each phase is funded and approved separately, so you never invest more than one phase in something that does not work.
012 weeks
Scope and measure Agree the result you want, measure today’s figures with your finance team, and write down what failure would look like. 026 to 10 weeks
First working solution One AI application, tested on your real data with real users and measured against today’s figures. If it does not beat them, the next phase is not funded. 036 to 10 weeks
Ready for daily use Quality tests, monitoring, access control and operating instructions: the work that keeps it running reliably for years. 04Ongoing
Scale & run Roll out, drive adoption, then run it with you as a managed service or hand it to your team. One team from workshop to build Senior AI engineers, data engineers and solution architects, staffed to your problem through our delivery partnerships. No analysts learning on your time.
85+senior engineers and architects
60+AI deployments
Use cases
Use cases by function
CommercialQuote and proposal generation
Pricing and promotion decisions
Retail promotion planning
Pricing and promotion decisions
Retail promotion planning
FinanceMonth-end close support
Variance analysis
Forecasting
Variance analysis
Forecasting
Insights & marketingBrand and market-share performance
Summaries of consumer research
Product range analysis
Summaries of consumer research
Product range analysis
OperationsDemand forecasting
Early warning on supply-chain issues
Maintenance scheduling
Early warning on supply-chain issues
Maintenance scheduling
Service & documentsService agents with escalation
Document processing at volume
Knowledge search
Document processing at volume
Knowledge search
Security & control
Your data stays yours
How we build, for every client. Not negotiated per contract.
HostingRun by us, shared between us and you, or entirely inside your own cloud environment. EU data centers for European clients.
DataStays in your warehouse and systems. Never used to train models anyone else uses.
AccessPeople sign in with their company account and see only the data they are already allowed to see.
OversightAI can look information up freely, but any change to your systems waits for a person’s approval. Every action is logged and traceable.
ModelsChosen for each application on quality, cost and risk, and replaceable without a rebuild.
PortabilityYour data, prompts, evaluation sets and documentation are yours. Any licensed platform component is named in the proposal.
Start with one decision
Pick one decision your business makes slowly or badly today. Two weeks of scoping tells you what it costs to fix and what it returns. The output is yours either way.
Scope your first AI solution