Consultancy that ships.
Voice AI, GCP, custom RAG and agent architecture — sold as products and implementations, not as hours. Ship on-site or cloud — you own the code either way. Delivered under the AI Overlords partnership for SMBs across the United Kingdom.
AI Overlords · our consultancy face-forward.
AI Overlords is the partnership brand under which our consultancy arm delivers. Together we source, close and implement Voice AI, GCP and adjacent AI services for SMBs across the UK. Sold as working product, not as hours.
What we sell under the partnership.
Data Services
Data-driven solutions and analytics offerings. Pipelines, warehousing, decision surfaces.
AI Services
AI products and platforms. Custom RAG, evals, fine-tunes, agent architecture.
Voice AI
ElevenLabs · Vapi · Retell · Bland · Deepgram · Cartesia · Speechmatics.
Forward-Deployed
Sit inside your team. Build with you. Leave you owning it.
Four implementation lanes.
Each lane is a real product we have shipped. Not a slide.
Full-stack voice agents built on ElevenLabs, Vapi, Retell, Bland, Deepgram, Cartesia, or Speechmatics. We select for your use-case, integrate to your CRM, and hand you a working system.
GCP AI-platform builds. Vertex AI, custom RAG stacks, evals harnesses, CI/CD for agent teams. Your data, your models, your control.
Multi-agent orchestration, handovers, state monitoring, MCP servers. If your agents drift or forget, we make them not.
Embedded senior engineering inside your team. RAG, CI/CD, MCP, evals, HIL, RL, fine-tuning. Leave you with a system your team owns.
Bespoke multi-agent architectures · role-per-agent · cross-LLM routing · supervisor + specialist patterns.
GitHub Actions · Cloud Build · Wrangler · Vercel · eval-gated deploys · LangSmith / Braintrust / Langfuse traces.
Model Context Protocol servers · expose any tool to any LLM · wire-once, use-anywhere.
LoRA / QLoRA · SFT / DPO / RLHF · eval harnesses · adapters · RAG-versus-tune decision framework.
Founder-level advisory · roadmap · make-vs-buy · vendor selection · team shape · stack-fit reviews.
Ship into your own datacentre or your cloud · K8s, Docker, air-gapped · or on GCP, AWS, Cloudflare, Vercel · your call.
Ship on-site or cloud. You own the code either way.
Where the partnership has shipped.
Clients delivered under the AI Overlords partnership · distinct from the founder’s own past engagements, which live on the Story page. Brand names only for now — logos on request.
Partnership roster grows as clients approve their names. The founder’s own past engagements — a separate list of 15 direct clients — live on the Story page.
Fluent across the AI stack.
Every engagement is scoped to the outcome, then built on the tools that get there fastest. Below is what we reach for.
Voice AI partners
ElevenLabs
Vapi
Retell
Bland
Deepgram
Cartesia
Speechmatics
PolyAI
Play.ht
Cloud
GCP
Vertex AI
Cloud Run
AWS
Cloudflare Workers
Vercel
Firebase
Fly.io
Agent + LLM
Anthropic Claude
OpenAI GPT
Google Gemini
Mistral
Llama
LangChain
LangGraph
CrewAI
Vercel AI SDK
MCP
Retrieval
pgvector
Pinecone
Weaviate
Qdrant
Chroma
Turbopuffer
Frontend + Mobile
Next.js
React
TypeScript
Tailwind
shadcn/ui
Aceternity UI
Vite
Swift
Kotlin
React Native
Data + Auth + Payments
Postgres
MongoDB
Redis
Firestore
Supabase
Clerk
Auth0
NextAuth
Stripe
Twilio Verify
Twilio Voice
CI/CD + Observability
GitHub Actions
Cloud Build
Wrangler CLI
Vercel CLI
Datadog
Grafana
Sentry
Honeycomb
LangSmith
Braintrust
Langfuse
Fine-tuning + Evals
LoRA
QLoRA
RLHF
DPO
SFT
HIL
RL
Stack chosen per engagement. We do not force a partner — we pick the one that fits the outcome and the constraint.
Ready when you are.
Tell us the problem, the timeframe, and the constraint. We reply within two working days in London.
Open the intake form