Custom AI that replaces busywork with leverage.
Agents, automations and RAG copilots - shipped to production, wired into your real systems, with the engineering rigour to keep them running.
What we build
Custom Agents
Sales, support and ops agents wired into your CRM, inbox and workflows - acting on real data, not demoware.
Workflow Automation
End-to-end automations across your stack - Zapier, n8n, Temporal, custom APIs - with proper error handling and observability.
RAG & Knowledge Systems
Private chatbots and copilots grounded in your docs, tickets and product data - with citations and access controls.
AI-augmented Marketing Ops
Briefs, audience generation, creative variants and reporting drafts - shipped through your existing tools, not a separate UI.
How we deliver
Use-case selection
We don't start with 'where can we use AI'. We start with the workflow that's bleeding the most hours or revenue.
Prototype in week one
A working prototype on real data inside the first week - not a 6-week scoping exercise.
Production hardening
Evals, guardrails, fallbacks, logging and access control. AI in production is engineering, not prompting.
Operate & improve
Eval datasets evolve, models change, workflows shift - we run the system so it gets better over time, not staler.
What you get
- Use-case shortlist with ROI sizing
- Working prototype on your data within week one
- Production agent / automation with monitoring
- Eval suite + regression tests for prompts and models
- Guardrails, PII handling, access control
- Runbooks and team enablement
Tools we operate
- OpenAI, Anthropic, Google, open-source models
- LangGraph, Vercel AI SDK, custom orchestration
- Pinecone, Weaviate, pgvector, Turbopuffer
- n8n, Temporal, Inngest, Zapier
- Langfuse, Braintrust for evals + observability
Proof
AI agents on top of a Tealium stack
How we wired AI agents into a live customer data platform to turn segment insights into next-best-action automatically.
FAQ
We've tried AI pilots that went nowhere. Why is this different?
Most pilots die because nobody owned production. We scope around a workflow with a budget owner, ship to production, and stay on to operate it.
Do you use our preferred model provider?
Yes. We're model-agnostic. We'll benchmark options on your eval set and pick the best cost/quality fit - then make swapping providers easy.
What about data privacy?
Default posture is no training on your data, regional hosting where needed, PII redaction in the pipeline, and audit logs on every call.