Production AI, built and shipped.
We design, train, and deploy custom ML models and LLM products - from data pipeline to production API.
"Per the uploaded contract, the renewal notice window is 60 days - see clause 7.2. Cited from your source documents."
Comprehensive AI & ML Services
We focus on a handful of things we can build, ship, and prove - not a checklist of everything.
Custom ML & Predictive Models
Machine learning built for your data - forecasting, classification, recommendation, and churn prediction with explainable, auditable outputs.
LLM Apps, RAG & Chatbots
Production LLM products: retrieval-augmented generation, function calling, multi-turn memory, and NLP pipelines that understand and generate language.
Computer Vision
Visual intelligence: image recognition, object detection, OCR, and video analytics for automation, quality control, and document processing.
Data & Vector Pipelines
End-to-end data infrastructure - ETL pipelines, feature stores, embeddings, and vector databases to power retrieval and AI at any scale.
Deployment, MLOps & Integration
Ship AI to production - REST APIs, webhooks, and SDKs into your existing apps, plus training pipelines, model registries, and real-time monitoring.
AI Strategy & Consulting
Use-case identification, ROI modeling, responsible AI governance, data-readiness audits, and model selection tailored to your goals.
Capabilities We Deploy
We're model-agnostic. We benchmark across providers and route each task to the model that best fits your accuracy, latency, privacy and cost needs.
Frontier Reasoning
Top models from OpenAI, Anthropic & Google for complex reasoning, analysis and code.
Long-Context Understanding
Process an entire codebase, contract, or research corpus in a single pass.
Vision & Multimodal
Image, document, and video understanding - OCR, extraction, and visual QA.
Open-Weight / Self-Hosted
Llama, Mistral, Qwen - for data privacy, control, and lower cost at scale.
Image Generation
On-brand image creation and editing.
Fine-Tuning & Routing
We benchmark and route each task to the best-fit model for your accuracy, latency, privacy and budget.
AI That Works Across Every Industry
No matter your vertical, we bring proven AI patterns adapted to your domain's requirements and constraints.
Personalization Engine
AI-driven product recommendations, dynamic pricing, and churn prediction to maximise revenue.
Clinical Decision Support
Clinical decision-support tooling, medical-imaging workflows, and patient-risk analytics - built to support, not replace, clinicians.
Fraud Detection & Risk
Real-time transaction monitoring, risk analytics, and market trend forecasting models.
Intelligent Automation
Document processing, workflow automation, and enterprise search powered by LLMs.
Adaptive Learning AI
Personalised curriculum, automated grading, and AI tutors that adapt to each student.
AI-Native Features
Embed AI directly into your SaaS product - smart search, copilots, and analytics dashboards.
The AI Stack We Use
The ML frameworks and platforms we use to build and ship production-ready AI.
How We Build AI Solutions
A data-driven, iterative approach with clear timelines - working AI early, refined over time.
Discovery & Assessment
We analyse your data assets, business processes, and goals to identify the highest-value AI opportunities and a clear ROI case.
Data Preparation
Collect, clean, label, and structure your data - the foundation of every accurate, reliable AI model.
Model Development
Our data scientists train and fine-tune models using best-fit algorithms, from classical ML to the latest LLMs.
Validation & Testing
Rigorous testing with held-out datasets ensures your model performs accurately on real-world data before deployment.
Deployment & Integration
Deploy to production and integrate via APIs, dashboards, and automated pipelines - cloud or on-premise.
Monitoring & Retraining
Continuous drift detection and periodic retraining keep your AI accurate and improving over time.
Why Businesses Trust Our AI Team
Model-Agnostic
We work across OpenAI, Anthropic, Google, and open-weight models, choosing the best fit for your use case and budget.
Security-First
GDPR- and HIPAA-aligned data-handling practices, end-to-end encryption, and role-based access from day one.
MLOps at Scale
Automated training pipelines, model registries, A/B testing, and real-time monitoring so your AI never goes stale.
Full-Stack AI
From raw data to production UI - we handle data engineering, model training, backend APIs, and frontend dashboards end to end.
Explainable AI
Interpretable models with SHAP/LIME explanations and audit trails that support stakeholder and regulatory review.
Fast Time-to-Value
Rapid prototyping in days, production deployment in weeks. Our iterative approach delivers working AI early and often.
Frequently Asked Questions
Selected Work
We're a newer, hands-on team - so we lead with how we work and what we ship. Here's the shape of the engagements we take on.
Manual contract review took analysts hours per document.
A RAG assistant over their contract corpus with clause-level citations.
Target: ~70% faster first-pass review.
Generic product recommendations were leaving revenue on the table.
A custom recommendation + churn-prediction model wired into their stack.
Target: higher AOV and earlier churn signals.
Repetitive document processing was slowing the back office.
A vision + LLM pipeline for extraction, classification, and routing.
Target: hours of manual data entry removed per week.
Transparent, fixed-scope pricing and a clear timeline before any work begins - no surprises, no lock-in.
Have an AI project in mind?
Tell us the problem you're solving. You'll get a free scoping doc within 48 hours, and a fixed-scope proposal within 24 hours of our call.