AI & Machine Learning
End-to-end ML solutions from data pipelines to production deployment. We build custom models that solve real business problems.
We design, build and operate AI systems that move beyond demos. Bring 25+ years of engineering experience to your hardest AI problem — for teams across the US, the UK and Europe — with standards shaped by work for Mozilla, Walmart, Porsche and Fortune 500 organisations.
From strategy and data to evaluation and operation, we build the parts that turn an AI idea into a dependable system.
End-to-end ML solutions from data pipelines to production deployment. We build custom models that solve real business problems.
Production LLM applications, RAG, evaluation and model integration grounded in your data and operating constraints.
Controlled AI agents and deterministic workflows that automate high-value work with clear human oversight.
Custom machine learning and vision systems built around measurable accuracy, reliable data and real operating conditions.
The architecture, deployment, monitoring, cost controls and governance required to keep production AI dependable.
We combine AI strategy with the engineering discipline required to make it work in production. No theatre, no generic roadmap and no model choice without evidence.
25+ years of engineering experience applied to production AI decisions.
Validate the highest-risk assumptions early, then invest in what survives real evaluation.
Clear technical decisions, direct answers and visible progress throughout the engagement.
Evaluation, monitoring, guardrails and cost controls are designed in from the start.
Accuracy, latency, operating cost and business value are made explicit before launch.
Your organisation retains the code, documentation and knowledge needed to own the system.
A proven methodology refined over hundreds of successful projects.
We start with the business outcome, available data, risk constraints and the decision AI needs to improve.
We test the approach against representative data and define the evaluation needed to justify production investment.
The validated system is integrated, deployed and instrumented for reliable production use.
We monitor quality, drift, latency and cost, then improve the system using production evidence.
Explore how we've helped companies like yours solve complex challenges with AI and automation.

AI-powered roof damage detection for lead generation
AI & Computer Vision
Context-aware voice automation for insurance workflows
AI AgentsEvidence-based audit of an NLP classification system
AI & NLP Audit
Magical AI conversations for children
AI ChatbotsCustomer sentiment monitoring and escalation reduction
Machine LearningAutomated extraction and reconciliation across vendor invoices
AI Automation"Working with Scalexa has been amazing, they are knowledgeable and deliver on their promises."
"My project manager collaborated closely with Scalexa and reported that the experience was pleasant and productive."
"Scalexa performed an excellent job in their audit and were quick and well-spoken. Highly worth their price and expertise."
Common questions about our technology services, process, and expertise.
Book a free 30-minute discovery session with us to identify quick wins and show you what's possible.