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AI / Agents
AI Products & Agentic Systems
We design and ship AI products where the model is one component of a working system: retrieval that returns the right context, agents with bounded tool access, evaluation you can act on, and deployment that survives real usage.
What's included
Workflow and success-criteria definition before any model work
Retrieval architecture: chunking, embeddings, ranking, evaluation
Agent design with bounded tool access and auditable steps
MCP-style tool integrations against your existing systems
Prompt and model routing, cost and latency budgeting
Deployment, monitoring, and handover documentation
Tech used
Anthropic ClaudeOpenAIGoogle GeminiAWS BedrockVercel AI SDKRAGMCP integrationsLLM agentsPythonTypeScriptPostgreSQLSupabase
Packages
Starting prices. Final scope and cost confirmed after a scoping call.
Starter
Ship One Thing
One AI feature or scoped prototype, taken to production.
$2,500start
fixed scope, one workflow
Engagement
Timeline2–3 weeks
Scopeagreed in writing
Single workflow or feature, defined with success criteria
One model provider, with cost and latency budget
Basic retrieval or bounded tool use
Deployment and handover documentation
Best for: Teams putting a first AI feature in front of real users
Scope My Feature →Most popular
Growth
Build The Product
A full AI product with retrieval, agent logic and evaluation.
$6,000start
multi-surface AI product
Engagement
Timeline4–8 weeks
Reviewsweekly increments
Everything in Starter, plus:
Multiple workflows and product surfaces
RAG pipeline with chunking, ranking and evaluation
Agent with bounded tool access and auditable steps
Model routing across providers
CI/CD, monitoring and cost dashboards
Best for: Products where AI is the core surface, not a side panel
Start Building →Enterprise
Custom
Platform-scale AI systems with compliance and integration depth.
Contact us
scoped per engagement
Engagement
Timelinescoped
ModelBuild / Embed / Extend
Everything in Growth, plus:
Multi-tenant architecture
Private or self-hosted models
Security, audit and data-residency requirements
Integration across existing enterprise systems
Ongoing senior delivery capacity
Best for: Organisations rolling AI out across teams and systems
Request a Scope →Custom scope? Contact us for a tailored quote.
Get a quoteHave something that needs to ship?
Scope agreed in writing, architecture first, weekly increments you can review. Start with a 30-minute call or send the brief.