What we do

AI systems engineered
for your business

From workflow automation to LLM fine-tuning — we design, build, and deploy AI that works. Not demos. Not proofs of concept. Production systems.

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Workflow Automation

We map your processes, find the bottlenecks, and build intelligent automations that connect your tools end-to-end. No more manual handoffs, no more copy-paste between systems.

  • Process mapping & bottleneck analysis
  • Multi-system integration (CRM, ERP, comms)
  • Event-driven & scheduled triggers
  • Error handling & real-time monitoring
  • Document extraction & routing
  • Custom dashboards & reporting

AI Assistants & Agents

Multi-capable assistants that handle work across your business — drafting, researching, triaging, scheduling, processing. Agents that reason through tasks, not just respond to prompts.

  • Multi-task orchestration & planning
  • Context-aware reasoning over your data
  • Tool & API integration (email, calendar, CRM)
  • Human-in-the-loop escalation paths
  • Memory & session persistence
  • Voice, chat, and async interfaces

Infrastructure & Security

Production-grade AI infrastructure with security built in from day one. We architect your cloud, manage your models in production, and keep your data compliant.

  • Cloud architecture (AWS, Azure, GCP)
  • MLOps & model serving pipelines
  • SOC 2, GDPR & HIPAA alignment
  • Model monitoring & drift detection
  • Cost optimisation & autoscaling
  • Data encryption & access controls

LLM Fine-Tuning

Generic models plateau fast. We fine-tune large language models on your domain data using research-backed techniques so they perform like specialists, not generalists.

  • Domain-specific instruction tuning
  • LoRA, QLoRA & full fine-tuning
  • RLHF & Direct Preference Optimisation
  • Custom evaluation & benchmarking
  • Data curation & quality pipelines
  • Deployment, serving & versioning

How we work

01

Assess

We audit your workflows, data, and infrastructure to find where AI creates the most leverage.

02

Design

We architect the right solution — choosing models, tools, and integrations for your constraints.

03

Build

We develop, fine-tune, and integrate. Iterative sprints with you in the loop, not a black box.

04

Optimise

We monitor, evaluate, and improve. Models degrade — we make sure yours keep performing.

Our stack

We work across the modern AI and cloud ecosystem. No vendor lock-in — we pick what fits.

OpenAIAnthropicLlamaMistralHuggingFaceLangChainLangGraphCrewAIAWSAzureGCPVercelPythonTypeScriptReactNext.jsGatsbyPostgreSQLPineconeRedisSupabaseDockerKubernetesTerraformn8nMakeZapier

Ready to build?

Tell us what you're working on. We'll assess the opportunity and show you what's possible.

Book a free consultation