Skip to content

Service

AI & Machine Learning

Not demos. We ship AI that holds up under real traffic — retrieval pipelines with permission-aware access, agent systems with persistent memory, and vision models optimised down to edge hardware.

We understand the growing importance of artificial intelligence and machine learning in today’s business landscape, and we build with them to help you gain insight, make better decisions and improve outcomes. Our team creates custom solutions using current AI and ML tooling — algorithms that analyse data, identify patterns and surface insight you can act on. We have delivered across industries, and we understand what it takes to turn a model into a system that runs reliably in production.

What this covers

  • Retrieval-Augmented Generation with reranking
  • Multi-agent orchestration and stateful workflows
  • Computer vision — detection and segmentation
  • Document intelligence: OCR, NER, entity extraction
  • Real-time voice pipelines under 200ms round-trip
  • LLM Ops, prompt orchestration and evaluation

Our ai & machine learning process

  1. 01

    Requirement gathering

    We work with you to understand the business requirement and gather the data that will drive the analysis.

  2. 02

    Data analysis

    We analyse your data using current AI and ML tooling to identify the patterns and insight worth modelling.

  3. 03

    Algorithm development

    Custom algorithms built and tuned for your specific problem, optimised for the performance you need.

  4. 04

    Model training

    Models trained against your data with validation, so accuracy and reliability are measured rather than assumed.

  5. 05

    Model deployment

    Deployment into your environment, integrating cleanly with the systems you already run.

  6. 06

    Model monitoring

    Ongoing monitoring of live performance, catching drift before it becomes a business problem.

Benefits of our ai & machine learning

Improved decision making

Insight drawn from your own data, turned into decisions that change outcomes.

Increased efficiency

Automated analysis processes large volumes of data far faster and cheaper than manual review.

Competitive advantage

Capability that keeps you ahead of the curve in your industry rather than catching up to it.

Access to expertise

A team that has shipped RAG, agents, CV and voice systems into production, not just prototypes.

Scalability

Solutions designed to keep processing as your data volume grows.

Technology stack

54 technologies across 6 areas

LLM & orchestration

LangChainLangGraphCrewAILlamaIndexOpenAIAnthropic ClaudeGoogle GeminiHugging FaceOllamavLLM

Vector & retrieval

PineconeChromaDBWeaviateQdrantFAISSpgvectorCohere RerankElasticsearch kNN

ML frameworks

PyTorchTensorFlowScikit-learnKerasXGBoostLightGBMPandasNumPySciPy

Computer vision

OpenCVYOLOv8Mask R-CNNDetectron2Tesseract OCRMediaPipeRoboflowCOCOJetson Nano

NLP & speech

BERTspaCyNLTKTransformersWhisperDeepGramLiveKitGoogle TTSElevenLabs

MLOps

MLflowWeights & BiasesDVCKubeflowSageMakerVertex AIAzure MLBentoMLRay