Machine Learning Engineering
Production-ready models, ML pipelines, and model governance tailored to your domain.
Strategy • AI • Engineering
We build AI-driven products and enterprise software that move businesses forward.
PEMBURY IT is a strategic partner for Fortune-minded teams. We combine applied AI, robust engineering, and product design to deliver solutions you can trust.
Trusted by 200+ teams
We deliver enterprise-grade ML ops, secure APIs, and polished user experiences. Our teams embed with yours and take ownership from strategy to production.
Strategic services for product-driven teams
We combine applied AI, resilient engineering, and product leadership to ship secure, measurable systems.
API & Platform Engineering
Scalable APIs, event-driven architectures, and resilient backend systems.
Product Design & UX
Human-centred design to ensure adoption, clarity, and measurable outcomes.
MLOps & Observability
Monitoring, retraining strategies, and cost-aware deployment practices.
Security & Compliance
GDPR, ISO-aware processes, secure SDLC and threat modelling.
Custom Integrations
Legacy migrations, data engineering, and secure third-party integrations.
Get in touch — let's scope something real
Share a few details and our team will respond with a tailored engagement plan and next steps.
By contacting us you agree to share your details for project scoping. We’ll handle data responsibly.
Fast response
We aim to reply within 48 business hours and include a proposed next step.
Confidential
We sign NDAs and handle sensitive data with strict controls when required.
How we work — pragmatic, measurable, and aligned
A lean engagement model designed to reduce risk and show outcomes early.
01
Discovery & Alignment
We align on outcomes, datasets, success criteria, and constraints in a 2–4 week discovery.
02
Pilot & Validation
Small pilots validate assumptions and measure impact before scaling to production.
03
Production & Operate
We hand over comprehensive runbooks, alerts, and retraining plans for long-term reliability.
What leaders say
Select testimonials from partners who scaled AI with us.
A. Lawson — CTO
Ecommerce
"PEMBURY delivered a production-ready recommender that increased conversion by 21%. Their team moved quickly and kept quality high."
M. Ruiz — Head of Data
Fintech
"They built secure pipelines and made model monitoring operational. The handover was exceptional."
S. Ofori — Product Lead
Healthcare
"From research to deployment, PEMBURY's diligence meant we launched on schedule with clear ROI."
Frequently asked questions
Short answers to common questions about engagements and delivery.
How long are typical engagements?
Discovery is 2–4 weeks. Pilots 4–12 weeks. Production engagements vary depending on scope.
Do you operate models after delivery?
Yes — we offer managed MLOps and observability services, or hand over runbooks for internal teams.
How do you handle sensitive data?
We use secure enclaves, strict access controls, and can sign NDAs. We advise on privacy-preserving architectures.
Ready to build something resilient?
We scope pragmatic pilots that show measurable value within months — not years.