AI-integrated marketing models, built to production standard
We design and ship AI systems that do real work: retrieval over your knowledge, agents inside your workflow, and personalisation that lifts measured revenue.
0%
Cycle-time reduction on content ops
<800ms
Median agent response latency
0%
Systems shipped with eval coverage
Scope you can hold us to
Written into the statement of work, not implied in a pitch deck.
- AI opportunity mappingWhere models create measurable leverage in your operation — and where they do not.
- RAG & knowledge systemsVector pipelines over your documents with evaluation and citation built in.
- Agentic workflowsTool-using agents that execute multi-step processes with human checkpoints.
- AI marketing modelsAudience scoring, creative generation and personalisation tied to your CRM.
- Model integrationClaude and other frontier models wired into your product with cost controls.
- Evaluation & guardrailsTest suites, monitoring, fallbacks and safety review before anything ships.
- Opportunity assessment
- Working prototype
- Evaluation harness
- Production deployment
- Runbook & training
How a AI Development engagement actually runs
- 01
Opportunity audit
We size candidate use cases on value, feasibility and risk.
- 02
Prototype
A working proof in two to three weeks, measured against a real baseline.
- 03
Evaluate
Quality, cost and latency benchmarked before scaling commitments.
- 04
Productionise
Observability, rate limits, caching, fallbacks and access control.
- 05
Operate
Ongoing tuning as usage patterns and models evolve.
AI Development in the wild
Questions we get asked
No. We architect on providers and settings that exclude your data from training, and document it.
Ready to talk AI Development?
Send us the brief, the problem, or just a rough idea. We reply with a point of view, not a pitch deck.