Custom AI Engineering
Production-grade models, deployment pipelines, and observability tailored for your data.
We build AI-driven products and software that move markets.
FORRYAN GROUP designs, engineers, and launches custom AI & software products for ambitious companies — from strategy and prototyping to secure production systems that scale.
Talk to us about your project
Tell us about your goals and constraints. We’ll propose a pragmatic path from prototype to production.
- Office
- Remote-first — UK / Europe operational
- Response time
- Initial reply within 48 hours
What we deliver
End-to-end delivery across research, engineering, and productization — tailored to your domain and risk profile.
Product Strategy
Roadmaps, feature prioritization, and user-focused discovery to reduce risk and accelerate value.
Security & Compliance
Threat modeling, secure enclaves, and governance for sensitive production systems.
Cloud-native Systems
Scalable infrastructure, cost optimisation and continuous delivery for real-world traffic.
ModelOps & Monitoring
Robust retraining strategies, drift detection, and reproducible model lineage.
Engineering Teams
Scaled delivery or augmentation: embed senior engineers into your product teams.
Ready to make AI a strategic asset?
Book an exploratory session and get a concise technical plan within one week.
How we work
A pragmatic, evidence-led approach that de-risks early decisions and accelerates delivery.
01
Discovery & Design
Problem framing, data review and product hypotheses validated through rapid prototypes.
02
Engineering & Integration
Secure APIs, CI/CD, monitoring and ML lifecycle: production-ready with clear SLOs.
03
Operate & Iterate
Operational excellence: rollback-safe deployments, drift detection and continuous improvement.
Client outcomes
Selected feedback from program sponsors and product leads.
Alex H., Head of Product
"FORRYAN replaced uncertainty with clarity — delivered a production model and integration within two months."
Maria S., CTO
"Deep engineering rigor and thoughtful trade-offs — they engineered for scale and security."
Omar K., CEO
"A rare blend of product empathy and technical excellence. Delivered measurable impact."
Frequently asked
Short answers to common questions to help you evaluate fit quickly.
How long does a typical engagement take?
Typical engagements range from 6-24 weeks depending on scope. Discovery sprints can be delivered in 2-4 weeks.
Do you provide ongoing support after launch?
Yes — we offer managed support and on-call SLAs, plus Ops & MLOps retainers for continuous improvement.
Will you work with our existing data stack?
Absolutely. We integrate with common cloud providers and adapt to customer constraints while advising best practices.