AI Deployment

Enterprise-level AI solutions, custom-built for your business. Production-ready AI tools, workflows and products, architected for scale, security and real-world performance, from internal automation to client-facing platforms.

Enterprise AI, tailored to you

What we build.

  • AI workflow automation

    End-to-end AI-powered workflows that replace manual processes. Campaign briefs, reporting, content generation and QA, automated and integrated into your stack.

  • AI-powered products

    Client-facing AI tools and platforms, white-labelled or branded, built to your spec and ready for market. We handle architecture, infrastructure and deployment.

  • System integrations

    Connect AI to the tools you already use: CRM, project management, DAM and analytics. We build the bridges so AI works where your team already lives.

  • Custom AI agents

    Autonomous agents that handle complex, multi-step tasks: research, data processing and content creation, acting on behalf of your team.

  • Data pipelines and RAG

    Retrieval-augmented generation that makes AI work with your proprietary data. Knowledge bases, document processing and intelligent search.

  • Internal tools

    Bespoke internal platforms that give your team superpowers. Dashboards, admin panels and operational tools, all AI-enhanced and built to your workflow.

Deployment guarantees

  • 2 wkWorking prototypeIn your hands.
  • 100%Your code, your infrastructureNothing locked in with us.
  • 90 dayPost-launch supportIncluded.

From brief to production

How we deploy.

  1. Technical scoping

    A deep dive into your requirements, existing systems and data. We define the architecture, integrations and success criteria up front.

    Discovery
  2. Architecture design

    We design the system, choose the right models and infrastructure, and plan the data flow. You approve it before we write a line of code.

    Discovery
  3. MVP and prototype sprint

    A rapid prototype to validate the approach. You see a working version early, before significant investment.

    Build
  4. Production development

    The full build to enterprise standards: error handling, monitoring, security, testing and documentation, with regular demos throughout.

    Build
  5. Deployment and migration

    We handle deployment, data migration and integration testing. Your team gets hands-on training so they're confident from day one.

    Launch
  6. Ongoing optimisation

    Post-launch monitoring, performance tuning and iteration. We stay involved so the solution keeps delivering as your needs change.

    Support
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Built with the best tools

Claude is our primary model partner. Around it we use the stack that suits the job, and you own all of it.

See our work
Primary LLM partner
Claude/Anthropic
Models and embeddings
OpenAI
Backend and orchestration
Python/Node.js
Frontend applications
React/Next.js
Vector databases
Pinecone/Weaviate
Cloud infrastructure
AWS/GCP
Agent frameworks
LangChain/LangGraph
Data layer
PostgreSQL/Redis

Transformations that change culture

Next Generator for Team Outrageous: raw signal to brief-ready concepts. World-class research was trapped in unreviewed PDFs, so we rebuilt the creative process AI-first, as an engine that turns signals into trends, platforms, personas and finished concepts.

  • 5 minsBrief to first concepts
  • 60,000Signals in the corpus
  • 5Strategic platforms surfaced
  • 6–8 wksTime to value

“We approached We Are Pioneers with an idea we believed could revolutionise how we deliver our services, but we needed the technical expertise and AI knowledge to bring it to life. There was plenty of learning on the journey, with twists and turns of uncertainty along the way, but the team were always supportive and available to help us navigate them. They helped us understand what was possible, stretched our thinking, and got us to a phenomenal point.

What we have now is a revolutionary product that has changed our expectations of how our business can run.”

Rosie Brodhurst-HooperRosie Brodhurst-Hooper, Brand Innovation Expert, Team Outrageous

Read the full case study

Investment

£5,500+ VAT

Starting price. Pricing is project-based and scoped during discovery. No surprises: we agree deliverables, timeline and cost before a line of code is written. Book a discovery call

Still have questions?

Let's chat. Tell us a bit about your team and what you're looking for. We'll come back to you quickly.

Your project, team size, and what you're hoping to achieve.

See our tools in action

Book a live demo and we'll walk you through real tools we've built for teams like yours.