Integrations, MCP servers and SDKs
A connector, MCP interface or SDK your customer needs, built against a written contract with tests, rollback, documentation and a named maintenance owner.
For consultancies, systems integrators and platform vendors with an active customer engagement where integration, production hardening, evaluation or performance work is holding up delivery.
Each is delivered as a defined package with explicit acceptance and handover, so you can put it in front of your customer with confidence about what will arrive.
A connector, MCP interface or SDK your customer needs, built against a written contract with tests, rollback, documentation and a named maintenance owner.
State and recovery, tool permissions, human approvals, observability and cost controls around an AI workflow that must pass a launch or security review.
A representative evaluation suite for an AI system — task success, invalid actions, recovery, latency and cost — runnable in the customer’s CI and reported against acceptance thresholds.
Profiling and benchmarked optimisation of Python, Rust or mixed-language workloads where latency, memory or operating cost is blocking the customer.
The arrangement is designed so that you stay in control of your customer and can rely on the work package arriving as described.
No. It is subcontracted engineering for a specific customer engagement. There are no tiers, badges or referral fees — just defined work packages delivered against acceptance criteria.
A named opportunity makes the conversation useful, but you do not need to disclose the customer at first. Describe the work package and constraints, and we will confirm fit and capacity.
We stop and agree a change with you in writing before doing more. Scope is never expanded silently, and you stay in control of what is put to your customer.
Often. Where a platform requires specific training or certification, we are happy to complete it. We describe any relationship only at the level the provider has actually awarded.
The underlying work is described in more depth on the production AI, agent controls, platform integrations and performance engineering pages.
Describe the work, the constraints and the timing. No confidential customer detail is needed for the first conversation.
Describe the work package