AI Product Engineering
Model design, evaluation, and production pipelines tailored for reliability and interpretability.
AI • Product • Engineering
We build AI-first products & engineering teams that ship impact.
ACTIVE WEBSITES LIMITED combines research-grade AI engineering with product design to help enterprises and startups move from idea to measurable outcomes.
Trusted by 200+ teams
How we work — focused, iterative, accountable
Three steps that take ideas into production with measurable ROI and engineering excellence.
01
Discover & Strategy
We validate product-market fit and define an AI roadmap aligned to business outcomes.
02
Build & Integrate
Engineering sprints, model integration, testing, and observability — production-ready systems.
03
Operate & Scale
Monitoring, cost optimization, and team handover — we help you scale confidently.
Services & Capabilities
End-to-end services tailored to companies building AI products and modern software platforms.
Platform & Infrastructure
Scalable cloud architectures, observability, and cost-aware deployment strategies.
Design & UX
Human-centered design, prototypes, and design systems that scale with your product.
Data Engineering
Robust data pipelines, feature stores, and governance for reliable model inputs.
Governance & Security
Risk assessments, privacy-first design, and secure deployment practices.
Team Augmentation
Embed engineering and research talent to accelerate delivery and build internal capability.
Get in touch
Tell us about your challenge. We'll propose a clear next-step plan and timeline.
Consultation details
Typical engagements begin with a two-week discovery and a lightweight technical audit to define success metrics and risks.
- Discovery & roadmap
- Proof of concept
- Production delivery
Ready to ship an AI product that matters?
We partner with founders and product teams to deliver measurable outcomes.
What clients say
Feedback from teams we've partnered with.
Product Lead, Fintech
"They delivered a robust model and integrated it into our platform with little friction."
CTO, Healthcare
"Strong engineering and pragmatic delivery — reduced our costs and improved reliability."
Founder, Marketplace
"Helped us ship an MVP and then supported the team through scaling."
Frequently asked questions
Concise answers to common queries about engagements and delivery.
How long is a typical engagement?
Short engagements start at 4–6 weeks for discovery and prototypes. Production projects vary based on scope.
Do you provide dedicated teams?
Yes — we can embed engineers and researchers or deliver through time-boxed projects.
How do you handle model governance?
We prioritize privacy-first design, logging, and explainability tailored to your regulatory needs.