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Services / Agentic AI Workflows
Agentic · Flagship

Agentic AI Workflows that ship, not just demo.

Autonomous agents that plan, tool-call, and ship work. We deploy on your cloud, you own the code, and we stay on-call for 30 days post-launch.

AT A GLANCE
Typical engagement£40k – £200k
Timeline6 – 14 weeks
Team size2 – 4 seniors
StackLangGraph · GPT-4o · Pinecone
Problems we solve

Three pains teams hit on the path to production.

01
Brittle prompts in production
One schema change and the whole pipeline breaks.
02
No eval, no confidence
You can't tell if the agent is 90% or 70% correct.
03
Spiraling token cost
Naïve agentic loops cost 10× a well-engineered graph.
What's included

Seven deliverables on every engagement.

LangGraph topology + state machine
Retrieval layer (Pinecone or Weaviate)
Tool-use adapters to your APIs
Evaluation harness with golden set
Prompt versioning + A/B infra
Observability: LangSmith + custom traces
Runbook + on-call handoff
Selected work

Production systems, measured outcomes.

A sample of recent engagements. Several others under NDA — happy to walk you through them on a call.

HOME SERVICES
40%
40% faster dispatch for a UK marketplace
LangGraphn8nNext.jsPostgres
Read build log →
HEALTHCARE
3k/day
HIPAA chatbot handling 3k patient queries/day
GPT-4oPineconeFastAPIAWS
Read build log →
EDTECH
2.4×
Adaptive tutoring raising completion 2.4×
ClaudeWeaviateNext.jsSupabase
Read build log →
FAQ

Questions, answered.

How much does a pilot sprint cost?
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Fixed at £15k/$19k for a 30-day pilot. Full engagement typically £60k–£400k / $75k–$500k depending on scope.
Who owns the IP?
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How does the 30-day guarantee work?
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Are you HIPAA / GDPR ready?
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Do you work fixed-price or T&M?
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What happens if we don't ship?
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Why you vs a larger shop?
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What time zones do you cover?
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Tell us what you're trying to build.

You'll speak directly with a founder. No SDR layer.

Ravi Mehta & Anna Leclair — founders