Production-grade AI agents for Series A+ scale-ups and enterprises. Built by senior practitioners who’ve shipped at Sky, The Guardian, and Anglo American — fixed scope, in your environment, live in 8–12 weeks.
Not ready for a call? Read the free guide: Build vs Buy: AI Agents for Enterprise · or take the 3-minute Bottleneck Audit.
Senior-only. Fixed-scope. Every engagement is led by someone who has shipped this before — and starts by understanding the workflow before anyone writes code.
Technical direction from someone who’s run AI functions at FTSE 100 and YC-backed companies — part-time, embedded, without the 12-month hiring process. Build-vs-buy calls, roadmap, and a bridge between engineering and the board.
One scoped workflow, turned into a production system your team owns — on your data, in your environment, full handover included. Fixed scope, fixed price. 8–12 weeks from kick-off to live.
The right answer out of your company’s data in seconds, not days. Internal search, question answering, and content generation — with evaluation and observability built in from day one.
A clear path from idea to production — the roadmap, the architecture, and the decisions that matter, made before you spend the budget. Weeks, not months; priced like a project, not a programme.
Every engagement starts small and proves value before scaling. No multi-year contracts. No lock-in. Just results.
30 minutes with a senior practitioner. We understand the workflow, the data landscape, and what success looks like. No sales pitch — just an honest assessment of whether this is worth building.
A focused build in your environment, senior-led and Claude Code-accelerated. You see a working system on your own data within 4–8 weeks. Fixed price, defined scope, clear deliverables.
Expand the PoC into a production-grade system. Integration with your existing tools, team training, and full operational handover. Milestone-based billing — you only pay as we deliver.
Monthly retainer for continued optimisation, monitoring, and new feature development. Your systems keep improving as your business evolves. Exit at any time.
Data never leaves your environment without your sign-off. We deploy into your cloud infrastructure (AWS, Azure, or GCP), work within your existing data residency requirements — including UAE Central and KSA cloud regions — and build to UK GDPR, EU AI Act, and PDPL standards where required. Every engagement includes a data handling agreement and clear documentation of what the system touches and why. If your procurement team has specific compliance requirements, we've navigated them before.
Production systems across mining, media, telecoms, and legal. Every project starts with a clear problem and ends with a number you can put in a board report.
40% reduction in downtime
Designed predictive maintenance platform across 100+ vehicles in a global mining fleet, delivering millions in annual operational savings.
30K to 10M households
Scaled predictive broadband diagnostics from 30K to 10M households, processing 150GB+ daily telemetry data. Reduced customer churn through proactive monitoring.
1M+ articles processed
Built the Data Science function from scratch. Deployed NLP pipelines processing 1M+ articles and 1,000+ daily content pieces. Reduced ML deployment from weeks to hours.
40% performance gain
Architected an enterprise agentic Text-to-SQL platform enabling autonomous multi-step database querying. Built the evaluation framework now used as a core product capability.
Adoption programme launched
Led delivery of a portfolio of working proof-of-concepts spanning customer engagement, content generation, and internal operations — moving the organisation from exploration to production.
Autonomous report generation
Architected an automated report generation platform assembling complex technical documents from source data, with full production observability.
Join 11+ organisations already working with us. Every engagement starts with a 30-minute discovery call — no pitch, no pressure.
Book a Discovery CallNot ready for a call? Read the free guide: Build vs Buy: AI Agents for Enterprise · or take the 3-minute Bottleneck Audit.
The USQRD team were highly valued members of our leading legal AI programme. Super professional and rigorous with excellent presentation skills. They really understand how to convert data science research into usable and scalable production technology. Highly recommended!
Legal AI · research to production at scale
Most consultants give you a deck. The USQRD team gave us a working prototype on our own data in under six weeks. That's what got our board to greenlight the full programme.
Working prototype in under six weeks
USQRD built our predictive maintenance platform from the ground up. Within months it was monitoring our entire fleet and delivering real operational savings. The technical depth combined with clear communication to leadership is rare to find.
Fleet-wide monitoring within months
USQRD is a senior-only AI delivery studio. Founded by Daniel Usvyat in 2017, we help Series A+ scale-ups and enterprises move from AI experiments to production systems that run themselves — shipped in weeks, not quarters.
We run lean. Every engagement is led by senior practitioners — no junior consultants, no offshore handoffs, no pyramid. Our team has led AI and engineering functions at The Guardian, Anglo American, Sky, Capgemini, and multiple YC-backed startups, with hands-on delivery experience across FTSE 100, Fortune 500, and high-growth environments.
We build Claude Code-first. That means faster delivery, higher quality, and less time between problem and production.
How to detect AI agent failure in production before users notice — drift detection, online monitoring, confidence-based fallbacks, and the telemetry that makes it work.
Read more
Most enterprise tasks handed to us as 'agent' projects ship better as constrained workflows. Concrete criteria for deciding when to give a model agency — and when to take it away.
Read more
Production agents balloon their tool-call counts with redundant retrievals and second-guessing loops. How to instrument, budget, and detect thrashing.
Read moreWhether it’s a specific manual process or open exploration, we’ll have a no-pressure conversation about whether it’s worth building.
Book a Discovery CallNot ready for a call? Read the free guide: Build vs Buy: AI Agents for Enterprise · or take the 3-minute Bottleneck Audit.
London · Dubai · Working globally