80% never make it to production. We're the team that ships.
20 min call. If we can't find £100K+ in savings, we'll tell you not to proceed.
Monthly data reconciliation
Financial services client
£2.4M+
Annual savings
From a single transformation
90 days
Kickoff to production
Not 90 days to a demo
Our Methodology
Battle-tested over 40+ deployments. Not a framework we sell—a methodology we follow.
Map workflow, quantify pain, calculate ROI
→ You get: 1-page feasibility report
Design the AI system, define integrations
→ You get: Technical blueprint
Production code, real data, iterative testing
→ You get: Working system in staging
Go live, train your team, hand over the keys
→ You get: Live production system
The audit is week 1-2. If we can't find £100K+ in savings, we'll tell you not to proceed.
Start with a Free AuditHave a working prototype?
Lovable, v0, Bolt, Cursor—these tools are impressive. But production-ready software needs security, scalability, and real deployment infrastructure. We take what you've built and make it launch-ready.
Proper authentication, input validation, API security. The stuff that's easy to skip in a prototype but critical for real users.
What works for 10 users breaks at 1,000. We restructure databases, add caching, and architect for growth.
CI/CD pipelines, monitoring, error tracking. A proper production setup—not a Vercel preview link.
We take prototypes built with
...and make them production-ready.
20 min call. If we can't find £100K+ in savings, we'll tell you not to proceed.
We take processes that are too slow, too expensive, or too error‑prone — and make them commercially viable.
We take slow, manual transformations and turn them into fast, reliable pipelines that scale.
Ask complex questions across documents and systems and get cited, traceable outputs.
From intake to structured data to downstream systems — fast, accurate, and consistent.
Whether you're transforming operations, architecting AI systems, or launching a product, we speak your language.
For Operations Leaders
You know which processes are killing productivity. Spreadsheet gymnastics. Manual data entry. Copy-paste workflows. We turn these into AI-powered systems that run in minutes, not days.
For Tech Leaders
You've seen AI demos that look great but don't fit your security model, can't handle your scale, or create maintenance nightmares. We build production systems your team can own.
For Founders with Prototypes
You've built something with AI coding tools that works in demos. Now you need security, scalability, and real infrastructure. We take your prototype and make it launch-ready.
80% of enterprise AI initiatives never make it to production. The technology works fine. It's the implementation that fails.
We prevent that by shipping production systems, not demos.
We come from app development, where shipping is everything. The same engineering rigour behind Appoly's apps, used by millions, goes into every AI system we build.
Years building production software
Appoly has been shipping since 2017
Days to first deployment
Typical timeline from kickoff to production
Based in Leamington Spa
GDPR compliant, UK data residency available
"Other consultancies gave us slide decks. Appoly gave us a working system in 6 weeks."
Now handling 40% of our 1,200 daily support queries automatically. Response time dropped from 4 hours to 12 seconds.
Operations Director
UK Financial Services Company (NDA protected)
Here's what happens when AI actually makes it to production.
15 years of case files. Over 2.3 million pages. Partners spending 4 hours per case just finding relevant precedents.
We built a semantic search system that understands legal context, surfaces cited answers, and shows exactly where each answer came from.
Relevant precedents now surface in under 3 seconds.
73%
Research time cut
2,000+
Queries per day
8 wks
To production
1,200 support tickets per day. 8-person team stretched thin. Average response time: 4 hours.
We deployed an AI agent trained on their product docs, policy manuals, and 3 years of resolved tickets. It knows when to answer, when to clarify, and when to escalate.
40% of queries now resolve automatically. Average response time: 12 seconds.
40%
Auto-resolved
12 sec
Avg response
6 wks
To production
Have a similar challenge? Let's talk about your project
Our leadership team has decades of experience delivering production software. AI is the latest chapter, not a new experiment.
Managing Director
Co-founded Appoly in 2017. Led 40+ production deployments for enterprise clients. Now applying 8 years of production software discipline to AI transformation.
Operations Director
Ensures every project ships on time and on budget. Has delivered enterprise systems used by millions. Brings operational rigour to AI deployment.
CTO
Architect behind Appoly's technical standards. Designed systems processing 10M+ documents. Leads AI system architecture and production deployment.
No sales pitch. Just a conversation about whether AI can transform your process.
20 minutes. You leave with a 1-page feasibility report and ROI estimate.
If we can't identify at least £100K in annual savings, we'll tell you not to proceed.