AI services, from first diagnosis to daily operation
Relayworks AI offers five services: AI consulting and strategy, AI agent development, process automation, LLM and RAG integration, and managed AI operations. Most clients start with a two-week diagnostic and continue into a fixed-scope build. You own all code produced.
AI Consulting & Strategy
Find the two or three processes where AI actually pays, model the return, and prove it with a working prototype — in two weeks.
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AI Agent Development
Agents that take real actions in real systems — with tool access, guardrails, escalation paths and an evaluation suite that proves they work.
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AI Process Automation
Automating the document-heavy, repetitive, judgement-light work that consumes your team — with AI where it earns its place and plain code where it does not.
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LLM & RAG Integration
Making your own data usable by a language model — retrieval that returns the right passage, answers grounded in sources, and measured accuracy.
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Managed AI Operations
Someone accountable for your AI system after launch — monitoring, evaluation, model migrations, cost control and a monthly report against the metric.
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Each service is a phase of the same engagement.
Diagnose before you build. Build to a fixed scope. Prove it before anyone trusts it. Then keep it accurate, fast and affordable — because AI systems degrade in ways ordinary software does not.
How the services fit together
Start with a diagnostic
Two weeks, fixed fee. Ends with a ranked opportunity list, an ROI model and a working prototype.
Build the highest-value system
Six to twelve weeks, fixed scope, with evaluation and guardrails included rather than bolted on.
Prove it before anyone trusts it
An evaluation suite built from your real cases, with pass thresholds agreed in advance.
Operate and improve it
Monitoring, model migrations, cost optimisation and a monthly report against the business metric.
Let’s find out what AI can actually do in your business.
A 30-minute call. We will tell you honestly whether there is a case worth building — and if there is not, we will say so.