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AI & Machine Learning

Your proof-of-concept worked in a notebook. We put it into production — with monitoring, evaluation, and a path to continuous improvement.

The gap between a working prototype and a production AI system is where most projects stall. We bridge it — building ML models, LLM-powered applications, and autonomous AI agents that run reliably at scale. From classical classification to agentic systems that reason, use tools, and take action autonomously, every system we deploy comes with monitoring, evaluation, and observability baked in.

Capabilities

  • ML Model Development & Deployment
  • LLM Application Development
  • Agentic Systems & AI Automation
  • NLP & Text Analytics
  • RAG Pipelines & Vector Search
  • AI Evaluation & Observability
  • MLOps & Model Monitoring

Proven in practice

HR Technology

Production AI pipeline processing thousands of conversations weekly

Designed and deployed a 6-stage AI insight pipeline that processes 1,000+ structured conversations per week, generating actionable workforce intelligence for enterprise clients.

Public Sector / Policing

AI-powered call classification for a UK police constabulary

Joint engagement with PwC to transcribe, redact, and classify police 101 (non-emergency) calls at scale — building a PII redaction pipeline, hierarchical taxonomy, and LLM-based classification system achieving 85% accuracy.

Hospitality / SaaS

Unified data platform and AI chatbot for restaurant operations

Built an end-to-end data platform with near real-time ingestion and an agentic AI chatbot that lets restaurant operators query financial and operational data in natural language.

Internal R&D

Pantheon: agentic CRM replacing multiple SaaS tools

Built a full end-to-end agentic CRM that consolidates contacts, opportunities, projects, timesheets, invoicing, and communications into a single platform — with AI agents that autonomously manage email, phone, and calendar workflows.
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Related Services

Data & Analytics

Your data is siloed, slow, or no one trusts it. We build the infrastructure that makes it a competitive advantage.

Software & Application Development

From internal tools your ops team needs yesterday to customer-facing products that drive revenue — full-stack, end-to-end.

Technical Leadership

Senior technical leadership for teams that need direction now — without the 6-month search for a full-time hire.

Not sure where to start?

Tell us about your challenge and we will recommend the right approach.

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