AI Integration & Automation

Automate manual work. Surface useful information. Build smarter systems.

We integrate AI capabilities into existing business systems and build new AI-powered workflows that reduce manual work and improve operational visibility.

The problem

Businesses spend significant time on tasks that can be automated: document processing, data extraction, classification, routing, summarisation and response drafting. The tools to automate these tasks now exist. The challenge is integrating them correctly into your systems and ensuring they produce reliable, auditable results.

What we deliver
  • LLM integration (OpenAI, Claude, Gemini, Mistral)
  • Document processing and data extraction workflows
  • AI-powered internal search and knowledge management
  • Workflow automation and process orchestration
  • AI-assisted customer communication systems
  • Data pipelines and business intelligence automation
  • RAG (Retrieval-Augmented Generation) systems
Typical applications
  • A professional services firm automating document review and summarisation
  • A customer service operation needing intelligent routing and response drafting
  • An operations team extracting structured data from unstructured documents
  • A business surfacing insights from large internal datasets
Technologies and capabilities
OpenAI APIAnthropic Claude APILangChain / LlamaIndexPinecone / Weaviate (vector databases)PythonNode.jsPostgreSQL with pgvectorAWS / GCPKafka / message queues
Business outcomes

Reduction in the time staff spend on repetitive document and data tasks

Faster response times in customer-facing operations

Improved accuracy in data extraction and classification

Auditable AI workflows that your team can inspect and correct

Common questions
Will AI integration work with our existing systems?
Yes. We integrate AI capabilities into existing applications via APIs. We do not require you to rebuild your stack.
How do you ensure AI outputs are accurate and reliable?
We build validation layers, human-review workflows where required, and logging infrastructure that allows your team to audit and correct AI outputs. We do not deploy systems that operate without appropriate oversight.
Can AI integration be added to an existing project?
Yes. AI capabilities can be integrated into an existing application via APIs without rebuilding the underlying system. We scope this as part of any project discovery.

Ready to discuss your project?

Submit a project brief and we will respond within one business day with an initial assessment.

Confidential discussions · NDA available · No-obligation consultation