AI Process Automation for Your Business — No Custom Models, No Six-Figure Projects

Whether you’re a law firm drowning in document review, a real estate agency managing 100+ enquiries daily, a small software company with manual testing, or a retail business doing inventory by hand — we automate the repetitive work so your team focuses on what matters.

Serving: UK, US, Canada | Real Estate, Legal Services, Retail, Energy, Software, Healthcare, Finance, Architecture, E-commerce, Professional Services

Tell us what’s slowing you down →

Service 1: AI Process Automation — By Industry

Every business has at least one process that drains time and money. For some it’s obvious. For others, it’s hidden in daily routines nobody thinks to question. We identify which processes are automation candidates, design the workflow around your existing systems, and implement it without disrupting what you’re already doing.

For Law Firms & Solicitors

Document review & contract analysis — AI reads contracts, flags key terms, extracts obligations, routes to the right partner
Client enquiry triage — incoming emails sorted by urgency, initial response drafted, complex cases escalated
Time tracking & billing automation — AI logs billable hours from activity, generates invoices automatically
Legal research summarisation — AI pulls relevant case law, summarises precedents, flags contradictions

Cost savings: Junior associates freed from document review; billing cycles accelerated; fewer enquiries slip through cracks

For Real Estate Agents & Agencies

Enquiry management — 100+ daily enquiries automatically sorted by property type, budget, location, urgency
Property matching — AI suggests properties to enquiries; enquiries matched to agents with relevant experience
Valuation support — AI analyses comparable properties, suggests price ranges, flags outliers for human review
Follow-up automation — AI detects stalled prospects, triggers reminders to agents, drafts personalised outreach

What agents save: Hours of manual email sorting; less time on admin, more time selling; no leads falling through cracks

For Small Software Companies

Test case generation — AI generates test scenarios for new features, edge cases, regression testing
Code review support — AI flags common issues (security, performance, logic) before human review
Documentation automation — AI generates API docs, release notes, onboarding guides from code
Customer support triage — bugs vs feature requests vs user error automatically categorised

Developer impact: QA cycle 2–3x faster; fewer bugs reach production; documentation stays current

For Retail Businesses (Online & Physical)

Inventory management — AI tracks stock across locations, predicts demand, alerts on low thresholds
Customer enquiry response — product availability, shipping, returns, size guides answered instantly
Order processing — AI reads orders, validates addresses, flags duplicates, routes to fulfillment
Returns & complaints — auto-triage (legitimate refund vs fraud vs user error), draft responses

Retail gain: Stock outs reduced; customer response time from hours to minutes; returns processed in bulk

For Energy & Utilities

Meter reading & billing automation — AI reads smart meters, detects anomalies, generates accurate invoices
Customer service requests — outage reports, service complaints, connection requests auto-routed
Compliance & safety reports — regulatory filings compiled from operational data, audit-ready
Predictive maintenance — AI flags equipment showing failure patterns before problems occur

Operational efficiency: Billing errors drop; customer response times cut; maintenance costs reduced

For Healthcare Practices

Patient intake automation — forms filled, medical history captured, insurance verified, appointments scheduled
Appointment reminders & no-show reduction — automated SMS/email reminders, rescheduling offered
Insurance & billing — claims auto-submitted, rejections flagged, resubmission handled
Clinical note summarisation — AI extracts key details from patient visits for faster chart completion

Practice benefit: Fewer no-shows; less billing admin; faster patient through-put

For Accountants & Finance Teams

Invoice processing & expense categorisation — receipts scanned, categorised, matched to GL codes
Reconciliation automation — bank statements matched to ledger, discrepancies flagged for review
Financial reporting — trial balances compiled, variances identified, narrative reports drafted
Payroll support — hours logged, tax calculations verified, pay runs compiled

Finance team: Month-end close 1–2 weeks faster; fewer errors; less time on data entry

For Architects & Design Practices

Project documentation — AI compiles specifications from designs, generates client briefs, tracks revisions
RFQ & tendering — specifications extracted, sent to suppliers, quotes consolidated and compared
Compliance checking — designs checked against building codes, flagged for review
Client communication — progress summaries drafted, timelines tracked

Design efficiency: Project coordination faster; less back-and-forth; compliance checked early

For Professional Services Firms

Proposal generation — AI pulls relevant case studies, compiles pricing, drafts proposals from templates
Project status reporting — timesheets, deliverables, risks compiled into executive summaries
Client onboarding — documentation checked, contracts generated, team briefed
Pipeline management — opportunities scored, aged, risk-flagged for pipeline reviews

Business development: Proposals faster to market; pipelines visible; less admin overhead

What’s Included in Any AI Automation Project

Assessment — which of your processes can actually be automated (honest truth, not hype)
Design — workflow that keeps you in control, not watching the AI
Pilot — runs alongside your current process so you test before committing
Implementation — goes live with your team right there
Training — your people own it from day one

Timeline: Typically 4–12 weeks from first conversation to going live

The advantage of starting small: One process automated = template for the next one. Confidence builds. Value gets real.

Get a custom quote for your process →

Service 2: Custom Software Development & AI-Powered Products

From mobile apps to web platforms to AI-powered products, we design and build custom software that solves your specific problem. We work in sprints so you see progress every 2 weeks, adjust based on what you learn, and maintain control throughout.

We Build

Mobile apps (iOS, Android, cross-platform)
Web applications and SaaS platforms
AI-powered products (like Abhivrddhi)
Integration of existing systems
White-label solutions

Timeline: 3 months (MVP) to 9+ months (full platform)
Serving: UK, US, Canada

Industries we’ve worked in: Software, EdTech, Healthcare, Real Estate, Finance, Architecture, E-commerce, Professional Services

Proof: Abhivrddhi — our own product, live in market with real customers and revenue

Let’s discuss your product →

Service 3: Cloud Modernisation & Infrastructure

Whether you’re running legacy on-premise servers, overspending in the cloud, or hitting scaling limits — we assess your infrastructure, plan the move, and handle the migration so your business keeps running.

We Handle

Cloud strategy & vendor selection (AWS, Azure, Google Cloud)
Migration planning & execution (zero downtime if possible)
Infrastructure optimisation (cutting cloud costs by 20–40%)
Security, compliance, disaster recovery
Scaling architecture for growth

Timeline: 2–6 months
Serving: UK, US, Canada

Best for: Businesses wanting to reduce CapEx, scale without massive investment, or cut cloud costs

Get a cloud assessment →

Why Choose Dee & Lee for AI Automation

We actually build AI products. Abhivrddhi is live in market with real customers and revenue. We’re not an agency that talks about AI — we ship it. That means we know what works, what fails, and what customers actually trust.
We’re honest about costs. Most AI projects don’t need custom models (which cost £100k+). They need good APIs, smart workflows, and human review loops. We’ll tell you which you actually need.
We work in your timezone. UK-based team for business, sales, strategy. India-based engineering team for execution. You get US/UK/Canadian business understanding with serious technical capability.
We start small. One process, one team, one measurable outcome. Prove it works. Then scale the template.
We’re still here after launch. We don’t hand off and disappear. First 30 days intensive support, then ongoing partnership or retainer. Your choice.

Proof: Abhivrddhi

Our Own AI Product — Live in Market

Abhivrddhi is an AI-powered exam preparation platform we built for students preparing for NEET, JEE Main, and KEAM (Indian medical & engineering entrance exams).

What It Does

Generates practice questions powered by AI
Creates personalised mock tests
Provides performance analytics to identify weak concepts
Helps students study smarter, not just longer

Why This Matters

We don’t just consult on AI. We build it.
Real paying customers. Real revenue. Real feedback.
Built using the exact process we use for client projects.
Every lesson we learned building this, we apply to your automation project.

Result: Live product with growing customer base and positive word-of-mouth — proof our capability is real and our approach works.

Explore Abhivrddhi →

Frequently Asked Questions

Q: Do I need a custom AI model?

A: Most businesses don’t. Custom models cost six figures and take months. 90% of use cases are solved brilliantly by existing AI APIs (Claude, OpenAI, Gemini) for a fraction of the cost. We’ll be honest about what you actually need.

Ask us which approach makes sense for you →

Q: How much does AI automation cost?

A: It depends entirely on your setup: how many systems need connecting, how much data exists, how complex your workflow is. A simple automation could be very different from a complex one.

Rather than guess, we’d like to understand your situation and give you a real quote based on your actual needs.

Tell us about your process and get a custom quote →

Q: How long from first conversation to live?

A: Typically 4–12 weeks depending on system complexity and how long your pilot runs. We work in sprints so you see progress every 2 weeks and can adjust timelines based on what you learn.

Let’s discuss your timeline →

Q: What if it doesn’t work?

A: For automation, we run pilots in shadow mode (AI works alongside your person). You test before committing. For software, we work in sprints with user feedback every 2 weeks — you adjust course based on what’s real.

Talk to us about risk mitigation →

Q: Can you work with our existing systems?

A: Yes. We’ve integrated with legacy systems, unusual architectures, multiple databases, and messy data. We specialise in making new technology work with what you already have.

Tell us about your current setup →

Q: Do you support businesses outside the UK?

A: Yes. We serve the UK, US, and Canada with a distributed team. We have UK-based business and sales, India-based engineering for deep work hours, and we operate across time zones. Typical project has a UK project lead and India engineering team.

Let’s discuss your location →

Q: Do you do ongoing support after launch?

A: Yes. We can do:

Intensive support (first 30 days): we’re on call for any issues
Retainer partnership (ongoing): ongoing support and optimisation
Time & materials (as-needed): hourly support when you need it
Next phase evolution: we can quote the next round of features/improvements

Your choice based on your needs. Discuss your preferred approach →

Ready to Automate Your First Process?

Whether you’re in law, real estate, software, retail, energy, healthcare, or professional services — you probably have at least one process that’s bleeding time and money.

The first step is a conversation. Tell us:

What’s draining your team’s time right now?
Have you tried to automate it before? What happened?
What would success look like?

We’ll give you an honest assessment, discuss what’s possible, and give you a clear next step. No pitch. No obligation. No upfront costs.

Schedule a 30-minute discovery call →

Or email us: info@deeandlee.com

Available: UK, US, Canada hours

About Dee & Lee

Dee & Lee Limited helps organisations automate processes with AI, build custom software, and modernise infrastructure.

Where We Operate

UK: London (business, sales, strategy)
US & Canada: Remote team, UK/US timezone coverage
Development Centre: Kochi, India (engineering, execution)

Leadership

Founder: Deepu Nair (University of Cambridge | 15+ years enterprise software & AI) Deepu Nair | LinkedIn

What We’ve Built

Abhivrddhi (live AI product with paying customers)
Custom software for 50+ mid-market and enterprise clients
Cloud migrations for growing companies
AI process automation for legal, real estate, retail, energy, healthcare, software, finance, architecture

Industries We Serve