AI Engineering • Automation • GenAI Systems

Drop in. Debug. Deliver.

Legacy modernisation and AI engineering for teams that need results in weeks, not quarters. We drop in, fix what’s broken, and ship something that works.

Working plan in 48 hours

Fixed-fee pricing

You own the code

Process

Our framework keeps things moving. Every phase has clear outputs, so you always know what’s happening and when it ships.

{Outline}

goals, scope, and user flow, defining the stack, success metrics, and overall direction.

{Research}

data, logic, and integrations to shape a clear, validated blueprint for the build.

{Build}

systems, interfaces, and workflows with modular, scalable code.

{Integrate}

tools, automations, and services for seamless end-to-end functionality.

{Test}

thoroughly, optimise performance, and deliver a fully documented, launch-ready product.

View full process

AI Engineering that delivers results

HUMAN × AI collaboration that ships fast, scales hard, and drives measurable impact. No compromises.

Code Generation

Copilots code at lightning speed and humans architect the vision.

Hybrid Intelligence

Machine speed execution meets human decision-making for breakthrough results.

Bug Elimination

Every bug caught and real problems solved through intelligent collaboration.

Automated Testing

Instant testing powered by engineering standards that actually matter.

Code Analysis

Every line reviewed for architecture that scales to millions of users.

Performance Optimisation

Every deployment teaches us how to drive strategy forward faster.

Infrastructure Scaling

Automatic optimisation builds systems that last decades .

Increase coding velocity with HUMAN × AI engineering

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Real results from real projects

We don’t just talk about results — we measure them.

Case Study: Fintech Support

From 2,000+ tickets to 1,180: 41% reduction in 8 weeks

A growing fintech company was drowning in support tickets. We built a support copilot that handles routine queries while escalating complex issues to human agents.

Client testimonial:

“Nought Digital didn't just build us a chatbot — they built a system that actually works. Our support team is more productive, our customers are happier, and we're saving £35k/month.”

— Head of Customer Success, Fintech Company

1

Intelligent routing

AI categorises and routes tickets based on complexity and urgency.
2

Automated responses

Common queries get instant, accurate answers from the knowledge base.
3

Human escalation

Complex issues seamlessly handed to human agents with full context.

41%

fewer tickets

57%

faster resolution

22%

happier customers

£35k

monthly savings

Delivered in 8 weeks • ROI: 300% in first year

Case Study: Legal Document Processing

From 40 hours/week to 2 hours: 95% time reduction in 6 weeks

A law firm was spending 40 hours/week on document review. We built an AI system that processes contracts, extracts key terms, and flags potential issues automatically.

Client testimonial:

“This system has transformed our practice. What used to take our junior associates days now takes minutes. The accuracy is incredible.”

— Managing Partner, Law Firm

1

Automated extraction

AI extracts key terms, dates, and clauses from legal documents.
2

Risk flagging

Automatically identifies potential legal risks and inconsistencies.
3

Smart summarisation

Generates concise summaries highlighting key points and action items.

60%

cost reduction

faster processing

95%

accuracy rate

£50k

annual savings

Delivered in 6 weeks • 0 downtime during deployment

Case Study: E-commerce Personalisation

From 12% to 34% conversion: 183% increase in 10 weeks

An e-commerce retailer was struggling with low conversion rates. We built an AI-powered personalisation engine that delivers tailored product recommendations and dynamic pricing.

Client testimonial:

“The AI personalisation system has been a game-changer. Our conversion rates have nearly tripled, and our average order value is up 45%. This is exactly what we needed.”

— Head of Digital Marketing, Retail Company

1

Smart recommendations

AI analyses user behaviour to suggest highly relevant products.
2

Dynamic pricing

Real-time price optimisation based on demand and inventory levels.
3

Behavioural targeting

Personalised content and offers based on individual user patterns.

183%

conversion increase

45%

higher AOV

67%

engagement boost

£120k

monthly revenue

Delivered in 10 weeks • 0 technical debt

Trusted by teams across industries

We parachute into broken and stalled projects and ship working systems.

Fintech Healthcare Legal Tech E-commerce B2B SaaS Public Sector

Sarah C

Head of Customer Success

“Nought Digital rescued our stalled project after three agencies failed. They shipped working code in 6 weeks — not months.”

Michael R

Managing Partner

“Documents processed 3× faster with HITL + audit trail. ROI was immediate.”

Alex L

CTO

“An AI agency that actually ships code. No decks — just results.”

Some client names redacted due to NDA.

Running legacy systems?

We help organisations modernise COBOL, VB6, Delphi, ColdFusion, and other legacy platforms safely — without disruption and without vendor lock-in.

Staged modernisation that keeps operations running
Behaviour validation before any changes go live
Maintainable modern code your team can own

Learn about legacy modernisation

Desktop modernisation

Spring Boot migration

SSIS

Pipeline modernisation

FileMaker

Web platform migration

Simple, outcome-driven pricing

Fixed outcomes. No timesheets. You know exactly what you’re paying for — and what you’ll get.

Sprint

Starting at £5,000

AI roadmap, risks, and board-ready plan.

Use-case exploration
Risk & governance plan
Board-ready roadmap & MVP scope

Kick off sprint

Build

Starting at £15,000

Working MVP, docs, and handover.

Dedicated delivery squad
First version shipped in weeks
SLAs, docs & handover

Start building

Scale

Custom engagement

Multi-agent, observability, enablement.

Multi-agent architectures
Observability & evaluation
Team enablement & training

Talk to us

Every engagement is outcome-scoped. Fixed fees. No timesheets.

Frequently Asked Questions

What do you actually do?

We parachute into broken and stalled projects, find the real blockages, and ship a simple version that works. The system uses AI for speed and humans for judgment. We improve it every week until it delivers clear business results.

Will this replace my team?

No. The best results come from AI + humans together. AI drafts, sorts and fetches; your people approve, decide and handle exceptions. The goal is fewer repetitive tasks and more time for high-value work.

How do we stay in control and avoid “rogue” AI?

Critical actions always need a person to approve them — no auto-send emails, orders or code changes without a human click. Every run is logged so you can see who did what and when. If confidence is low, the system asks for help or falls back to a safe answer.

Is our data safe?

We only use the minimum data needed and restrict access by role. Your data stays within agreed systems; we can run inside your environment or in a private, secure setup. We don’t sell your data or use it to train public models.

What happens when the AI gets it wrong?

The system is built to catch mistakes. People can review and correct outputs, sources are shown where possible, and changes are tracked. We roll out gradually to a small group first, watch for issues, and only then expand.

How long until we see something working?

Most clients see a working demo in 2–4 weeks. In week one we set goals and risks; in weeks two to four we ship a focused MVP you can use. Then we iterate based on real feedback.

Will this work with our tools and data?

Yes. We plug into what you already use — email, docs, chat, CRM, data stores — so you don’t have to rebuild your stack. If something isn’t available, we agree a simple workaround instead of stalling the project.

What does it cost?

We price by outcome, not hours. Sprint from £5k (diagnose + plan), Build from £15k (working MVP), and Scale as a custom engagement for larger rollouts.

Who owns the work?

You do. Code, prompts, playbooks and documentation are handed over at the end, along with training for your team.

What if we already have a dev team?

Perfect. We plug in beside them — handle the AI architecture, pipelines, or tricky integrations so your team can focus on what they do best.

Start without a call.

Send a brief. Get a 1-page plan in 48 hours. Approve online.

Send a brief Email us directly

No sales pitch. Just a 1-page roadmap showing how we’d fix or launch your system.