The middleware between your models, your systems and your users.
Gateways, tool and MCP layers, integrations, retrieval, workflows, evaluation and observability. Every AI product needs them and most teams rebuild them in a hurry. We build them once, properly, and run them with the same controls as our own platform.
What we do
AI gateway
One endpoint for every model: routing, fallbacks, quotas, cost limits, caching and an audit trail for each call.
MCP and tool layer
MCP servers, a gateway and a registry for the tools your AI agents use, with sign-in, permissions and a record on every call.
Integrations
Connections to SaaS and core systems, with each user’s credentials held by a broker and never handed to the model.
Retrieval and knowledge
Document processing, vector search and retrieval pipelines that stay current and respect who may see what.
Durable workflows
Long-running AI processes, approvals and payments that survive failures and run each step once, on Temporal.
Evaluation and release gates
Test sets, regression runs and red-teaming, so a model or prompt change ships only when it passes.
Observability
Traces, cost, speed and quality for every request, on OpenTelemetry, in the tools your teams already watch.
Identity, policy and secrets
Delegated credentials, policy checked before every action, and redaction that keeps secrets out of logs.
Metering and billing
Per-token and per-action metering with billing feeds, for internal chargeback or for selling AI to your customers.
Built on Noodle Core and open standards: MCP, OpenTelemetry, Temporal and Kubernetes. Run in our managed cloud (multi-tenant or single-tenant), in your cloud or on your premises.
The same control system, all the way down.
Identity, permissions, records and separation between customers are designed in at every layer, not added at the end.
- Connectors to your core systems
- Policies and limits for your business
- Security review support for your teams
- Retrieval over your documents and records, with vector search on open-source databases
- Data access rules matched to your roles
- Pipelines that keep knowledge current
- Training data curation, synthetic data and annotation through partners
- AI gateway with routing, fallbacks, quotas and caching
- MCP gateway and tool registry
- Evaluation pipelines and release gates
- Tracing and monitoring of cost, speed and quality
Software companies building AI into their products, enterprises standardising how teams use AI, and technology providers offering AI platforms to their customers.
Advise
Reviews, roadmaps and architecture: where to start, what to build and what it is worth.
Build
Implementation and custom solutions, from one customer journey to a whole platform.
Run
Day-to-day operation, monitoring and improvement, with service levels agreed up front.
Licence
Our platform and ready-made solutions, and commercial backing for Noodle Core.
Resell
Hardware, cloud, models and software from our partners, inside one plan and one contract.
Partner
White label, co-selling and solution packs for platforms and technology providers.
Tell us what you need. We will suggest where to start.
Any layer, any size: a review, a project, a programme or a partnership.