[Services](https://noodleseed.com/services) / AI platform and middleware AI platform and middleware # 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. [Talk to us](https://noodleseed.com/contact) [All services](https://noodleseed.com/services) Your apps and assistantsAny Gateway, tools, retrieval, policyWe build Models, systems and dataAny ## 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. Controls at this layer too ## 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. [See the control system](https://noodleseed.com/architecture) Layer 06: Agent and application platform - Connectors to your core systems - Policies and limits for your business - Security review support for your teams Layer 05: Data and knowledge - 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 Layer 03: AI platform services - 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 Who asks for this Software companies building AI into their products, enterprises standardising how teams use AI, and technology providers offering AI platforms to their customers. Delivery ### Advise Reviews, roadmaps and architecture: where to start, what to build and what it is worth. For example: An AI stack review for a bank Fixed fee Delivery ### Build Implementation and custom solutions, from one customer journey to a whole platform. For example: Model serving on a telco’s compute Fixed fee per phase Delivery ### Run Day-to-day operation, monitoring and improvement, with service levels agreed up front. For example: Running an employee AI agent Monthly or annual fee Delivery ### Licence Our platform and ready-made solutions, and commercial backing for Noodle Core. For example: A retailer on our platform Subscription and usage Delivery ### Resell Hardware, cloud, models and software from our partners, inside one plan and one contract. For example: GPU servers for a private deployment Margin on supply Delivery ### Partner White label, co-selling and solution packs for platforms and technology providers. For example: AI agents sold under a telco’s brand Revenue share or per activation Talk to us ## Tell us what you need. We will suggest where to start. Any layer, any size: a review, a project, a programme or a partnership. Who you areWhat you need firstSize Suggested starting point **An AI gateway, tool layer or integration layer built on Noodle Core and open standards, with policy, records and metering from day one.** Layer: AI platform and middleware Delivery: Advise, Build, Run Scale: Review, then a first project Your nameWork emailCompany website Ask us to get in touch We use your details only to reply. See our [privacy policy](https://noodleseed.com/privacy). --- Source: https://noodleseed.com/services/middleware [All public pages in Markdown](https://noodleseed.com/llms.txt)