Your best people aren't doing your best work.
They're re-answering the same questions, in the same spreadsheet, for the fourth time this quarter. We build the AI systems that take that off them — real engineering, running inside the tools you already use, live in weeks.
One team, strategy to production. No handovers, no agencies in the middle, no drop in pace after go-live.
Dubai & London strategy · India-based engineering · One team
Trusted by growing businesses and enterprise teams
Every number here is time somebody got back.
2 days → 20 min
Compliance checks that used to swallow two days of a specialist's week
Fewer repetitive HR queries — four countries, one assistant
Less manual review on new decrees, so legal starts the week on legal work
Projects shipped. Every client still with us
Trusted by



























Most businesses are using AI tools. We build AI systems that work the way you do.
Most businesses bolt AI tools onto the side and hope. We build systems that work the way you already do, so the technology disappears and the results don't.
❌ What this actually feels like
Your best engineer spends three weeks on a bid you might not win
The people you hired to solve hard problems are filling in spreadsheets
You've watched good people get worn down by work a machine should be doing
You've tried the AI tools yourself and hit a wall you shouldn't have to climb
You know this is fixable. You don't know who to trust to build it.
✅ With Codefully
The mundane half of the job handed to something that gets better at it every month
Your team keeps the judgement calls — and the credit
Someone technical who speaks your language, in your time zone
Built on whatever you already run — Microsoft, AWS, Google or your own stack. Nothing new for your team to learn.
Every line of code and all the IP is yours the moment you pay
We're not here to shrink your team. We're here to stop it doing work it hates.
You don't have to be an AI person.
Most of our clients have already had a go. They've thrown a spreadsheet at Copilot or ChatGPT, got something genuinely promising back, and then hit the point where it starts asking for a developer.
That's not a failed experiment. That's exactly where we come in.
You don't need a spec, a tech team, or the right vocabulary. You need to be able to describe the job you wish someone would take off your plate. We'll do the rest, and we'll explain every decision in language that isn't ours.
From a single automation to a full AI operating layer.
Whatever's stealing your team's time, there's a tier for it.
Not every problem needs a custom platform — and not every problem can be solved with a prompt. We work across four tiers, from focused automations to cross-functional systems.
Single task
A focused AI automation that removes one repetitive job.
Fastest way to get value from AI. We identify a high-volume task — lead qualification, content drafting, data entry, reporting — and ship a working automation that runs on its own.
Lead scoring bots, content generators, reporting automations
Inside your stack
AI embedded into the tools your team already uses.
We plug intelligence directly into your CRM, helpdesk, Slack, or ops tools — so AI shows up where the work already happens instead of being a separate app to remember.
CRM copilots, Slack agents, in-app assistants, workflow integrations
Purpose-built app
A custom AI product designed around one core workflow.
When off-the-shelf tools can't do what you need, we design and build a bespoke web app — with the AI, UI, data layer, and integrations engineered together from day one.
Client portals, internal platforms, AI-native SaaS, document pipelines
Cross-functional system
An AI operating layer that spans multiple teams and tools.
Full end-to-end systems that coordinate sales, ops, marketing, and delivery — orchestrating agents, data, and humans across your business so the whole company compounds.
GTM systems, ops operating layers, multi-agent orchestration
Built for established B2B service businesses ready to move on AI.
Mid-market to enterprise service businesses
You run an established B2B service business: a recruitment firm, consultancy, PR or comms agency, or accountancy. Real teams, real complexity, real stakes. Legacy systems and manual effort are holding back a business that otherwise works. We rebuild your operations around automation, and we handle the technical complexity so your team doesn't have to.
Talk to usEngineering, industrial and infrastructure firms
You bid technical work. Every job starts with hundreds of compliance lines, specification questions and clarification rounds before anyone talks money — and your best engineers are the ones answering them. We've built exactly this: grid design, trade compliance, bilingual legal review.
Talk to usFrom conversation to deployed AI system in weeks.
How we take you from raw idea to a live, running AI system — fast.
How the work happens
The plan, costed
Build & prove
Live, and supported
Step 1: We learn how the work actually happens
We map your operation and identify which AI agents will create the most value, fastest. You get a prioritised build plan before any work begins.
- Map workflows, pain points & AI opportunities
- Prioritise by impact and feasibility
- Deliver a clear build plan before work begins




Automation alone rarely pays for itself.
Replace one person's task with software and you've saved one person's task. That's usually not enough to justify the build, and we'd rather say so than sell around it.
What pays for itself is what your team does with the hours afterwards. More bids. More projects. More of the work you actually win. We build that case with you before you commit — and if the numbers don't hold up, we'll tell you.
Real systems. Real businesses. Real numbers.
Compliance workflows cut from days to minutes. HR workloads down by more than half. Every project shipped, every client still with us. Here's the work.

Marcomms Intelligence Dashboard
Real-time reputation and campaign intelligence for leadership

One real-time view of reputation, narrative and campaign performance, replacing fragmented tools and manual reporting. Stakeholder-specific views and automated at-risk flagging surface problems early enough to correct course in market. A built-in AI assistant drafts executive summaries on demand, so leadership gets continuous visibility without the work of compiling cross-team updates.
Tech

Agentic RAG HR Chatbot
Cut repetitive HR queries by ~60% across 4 countries
AI HR assistant for a multinational retailer
Production agentic RAG chatbot that autonomously retrieves, reasons over, and answers employee questions across policies, benefits and leave procedures in multiple countries — cutting HR workload on repetitive queries.
Tech

AI-Assisted Media Release Drafting
Compliant-first drafting for media releases

An AI-assisted drafting system, grounded in the client's own knowledge base and regulatory requirements, produces releases that are compliant from the first draft and ready for sign-off. Writer, comms and legal approval remain in place, while turnaround moves from hours to minutes, at a materially lower cost per release.
Tech

AI Trade Compliance Platform
Compliance checks: 2 days down to under 20 minutes
AI-powered customs & licensing checks
Multi-agent platform that pre-classifies goods, matches declared activities to licenses, validates origin and runs risk assessment — automating complex enterprise trade compliance workflows.
Tech

AI-Assisted Arabization
Grounded, guideline-compliant English-to-Arabic translation

An Arabization API, grounded in the client's own Arabic translation guidelines, generates a first-pass Arabic draft for media releases that already reflects approved terminology, tone and style. The team reviews the AI draft or their own edited upload and approves a final version, with every task fully auditable end to end.
Tech

Legal Document Intelligence
Manual review time reduced by ~70% on new decrees
Bilingual legal pipeline for decrees & laws
AI pipeline that extracts articles, effective dates and cross-references from bilingual legal documents — and surfaces conflicts across overlapping decrees with confidence scores.
Tech

Glazing AI
Lead response time: same day, no added headcount
AI chatbot for lead capture
Embedded GPT agent for product Q&A, pricing guidance, and automatic lead handover.
Tech

whatsapp insights
AI conversation analytics
Built a custom engine to track sentiment, complaints, and drop-off points from WhatsApp chats.
Tech

paddle
AI-powered SEO to CAD platform
Tool that turns Shopify SEO data into technical drawings with AI image generation + Illustrator integration.
Tech

peer creator
Creator marketplace MVP
Built an Airbnb-style platform for booking creative spaces. MVP delivered in just 6 weeks.
Tech
"Mike & Neil are the absolute best! Currently working on a marketplace app and they have been super helpful and supportive. 👍🏾 highly recommend!"
— Christy Change

blue kingdom
Dive tourism app
A mobile app to promote diving in Saudi Arabia with curated spots, safety info, and marine data.
Tech

loyalify
Customer loyalty platform
All-in-one app to earn, track, and redeem rewards — built to increase repeat sales.
Tech

caredac
Aged care & disability platform
Book and manage verified caretakers with personalised matching and transparent profiles.
Tech

retailrise
Retail operations dashboard
Unified dashboard to manage orders, promotions, finance and service for growing retailers.
Tech

boostim
SEO agency website
Conversion-optimised website for a digital agency — built for speed, trust, and lead generation.
Tech

clinic loyalty app
Skincare loyalty platform
Branded loyalty app for a London clinic. Seamless reward collection and redemption via mobile.
Tech

perion & high
Luxury real estate website
Designed and built a premium Webflow site for a boutique brokerage in Dubai. Elegant, responsive, and conversion-focused.
Tech

the bureau bc
Coworking community
Designed and built a premium Webflow site for a boutique real estate advisory in Dubai. Crafted to reflect a high-end brand identity, with a focus on clarity, storytelling, and seamless user experience across devices.
Tech

saystory
AI-powered personal brand assistant
Mobile-first AI tool that helps founders create Reels, scripts, and posts with consistency and clarity.
Tech

askInput
Async input & alignment tool
Replace meetings by having individuals share their thoughts asynchronously, then turn it into clear next steps.
Tech

amplifully
AI video-to-content platform
Turns a single video into 20+ ready-to-post assets: carousels, social images, and captions across every platform.
Tech

Marcomms Intelligence Dashboard
Real-time reputation and campaign intelligence for leadership

One real-time view of reputation, narrative and campaign performance, replacing fragmented tools and manual reporting. Stakeholder-specific views and automated at-risk flagging surface problems early enough to correct course in market. A built-in AI assistant drafts executive summaries on demand, so leadership gets continuous visibility without the work of compiling cross-team updates.
Tech

Agentic RAG HR Chatbot
Cut repetitive HR queries by ~60% across 4 countries
AI HR assistant for a multinational retailer
Production agentic RAG chatbot that autonomously retrieves, reasons over, and answers employee questions across policies, benefits and leave procedures in multiple countries — cutting HR workload on repetitive queries.
Tech

AI-Assisted Media Release Drafting
Compliant-first drafting for media releases

An AI-assisted drafting system, grounded in the client's own knowledge base and regulatory requirements, produces releases that are compliant from the first draft and ready for sign-off. Writer, comms and legal approval remain in place, while turnaround moves from hours to minutes, at a materially lower cost per release.
Tech

AI Trade Compliance Platform
Compliance checks: 2 days down to under 20 minutes
AI-powered customs & licensing checks
Multi-agent platform that pre-classifies goods, matches declared activities to licenses, validates origin and runs risk assessment — automating complex enterprise trade compliance workflows.
Tech

AI-Assisted Arabization
Grounded, guideline-compliant English-to-Arabic translation

An Arabization API, grounded in the client's own Arabic translation guidelines, generates a first-pass Arabic draft for media releases that already reflects approved terminology, tone and style. The team reviews the AI draft or their own edited upload and approves a final version, with every task fully auditable end to end.
Tech

Legal Document Intelligence
Manual review time reduced by ~70% on new decrees
Bilingual legal pipeline for decrees & laws
AI pipeline that extracts articles, effective dates and cross-references from bilingual legal documents — and surfaces conflicts across overlapping decrees with confidence scores.
Tech

Glazing AI
Lead response time: same day, no added headcount
AI chatbot for lead capture
Embedded GPT agent for product Q&A, pricing guidance, and automatic lead handover.
Tech

whatsapp insights
AI conversation analytics
Built a custom engine to track sentiment, complaints, and drop-off points from WhatsApp chats.
Tech

paddle
AI-powered SEO to CAD platform
Tool that turns Shopify SEO data into technical drawings with AI image generation + Illustrator integration.
Tech

peer creator
Creator marketplace MVP
Built an Airbnb-style platform for booking creative spaces. MVP delivered in just 6 weeks.
Tech
"Mike & Neil are the absolute best! Currently working on a marketplace app and they have been super helpful and supportive. 👍🏾 highly recommend!"
— Christy Change

blue kingdom
Dive tourism app
A mobile app to promote diving in Saudi Arabia with curated spots, safety info, and marine data.
Tech

loyalify
Customer loyalty platform
All-in-one app to earn, track, and redeem rewards — built to increase repeat sales.
Tech

caredac
Aged care & disability platform
Book and manage verified caretakers with personalised matching and transparent profiles.
Tech

retailrise
Retail operations dashboard
Unified dashboard to manage orders, promotions, finance and service for growing retailers.
Tech

boostim
SEO agency website
Conversion-optimised website for a digital agency — built for speed, trust, and lead generation.
Tech

clinic loyalty app
Skincare loyalty platform
Branded loyalty app for a London clinic. Seamless reward collection and redemption via mobile.
Tech

perion & high
Luxury real estate website
Designed and built a premium Webflow site for a boutique brokerage in Dubai. Elegant, responsive, and conversion-focused.
Tech

the bureau bc
Coworking community
Designed and built a premium Webflow site for a boutique real estate advisory in Dubai. Crafted to reflect a high-end brand identity, with a focus on clarity, storytelling, and seamless user experience across devices.
Tech

saystory
AI-powered personal brand assistant
Mobile-first AI tool that helps founders create Reels, scripts, and posts with consistency and clarity.
Tech

askInput
Async input & alignment tool
Replace meetings by having individuals share their thoughts asynchronously, then turn it into clear next steps.
Tech

amplifully
AI video-to-content platform
Turns a single video into 20+ ready-to-post assets: carousels, social images, and captions across every platform.
Tech

Marcomms Intelligence Dashboard
Real-time reputation and campaign intelligence for leadership

One real-time view of reputation, narrative and campaign performance, replacing fragmented tools and manual reporting. Stakeholder-specific views and automated at-risk flagging surface problems early enough to correct course in market. A built-in AI assistant drafts executive summaries on demand, so leadership gets continuous visibility without the work of compiling cross-team updates.
Tech

Agentic RAG HR Chatbot
Cut repetitive HR queries by ~60% across 4 countries
AI HR assistant for a multinational retailer
Production agentic RAG chatbot that autonomously retrieves, reasons over, and answers employee questions across policies, benefits and leave procedures in multiple countries — cutting HR workload on repetitive queries.
Tech

AI-Assisted Media Release Drafting
Compliant-first drafting for media releases

An AI-assisted drafting system, grounded in the client's own knowledge base and regulatory requirements, produces releases that are compliant from the first draft and ready for sign-off. Writer, comms and legal approval remain in place, while turnaround moves from hours to minutes, at a materially lower cost per release.
Tech

AI Trade Compliance Platform
Compliance checks: 2 days down to under 20 minutes
AI-powered customs & licensing checks
Multi-agent platform that pre-classifies goods, matches declared activities to licenses, validates origin and runs risk assessment — automating complex enterprise trade compliance workflows.
Tech

AI-Assisted Arabization
Grounded, guideline-compliant English-to-Arabic translation

An Arabization API, grounded in the client's own Arabic translation guidelines, generates a first-pass Arabic draft for media releases that already reflects approved terminology, tone and style. The team reviews the AI draft or their own edited upload and approves a final version, with every task fully auditable end to end.
Tech

Legal Document Intelligence
Manual review time reduced by ~70% on new decrees
Bilingual legal pipeline for decrees & laws
AI pipeline that extracts articles, effective dates and cross-references from bilingual legal documents — and surfaces conflicts across overlapping decrees with confidence scores.
Tech

Glazing AI
Lead response time: same day, no added headcount
AI chatbot for lead capture
Embedded GPT agent for product Q&A, pricing guidance, and automatic lead handover.
Tech

whatsapp insights
AI conversation analytics
Built a custom engine to track sentiment, complaints, and drop-off points from WhatsApp chats.
Tech

paddle
AI-powered SEO to CAD platform
Tool that turns Shopify SEO data into technical drawings with AI image generation + Illustrator integration.
Tech

peer creator
Creator marketplace MVP
Built an Airbnb-style platform for booking creative spaces. MVP delivered in just 6 weeks.
Tech
"Mike & Neil are the absolute best! Currently working on a marketplace app and they have been super helpful and supportive. 👍🏾 highly recommend!"
— Christy Change

blue kingdom
Dive tourism app
A mobile app to promote diving in Saudi Arabia with curated spots, safety info, and marine data.
Tech

loyalify
Customer loyalty platform
All-in-one app to earn, track, and redeem rewards — built to increase repeat sales.
Tech

caredac
Aged care & disability platform
Book and manage verified caretakers with personalised matching and transparent profiles.
Tech

retailrise
Retail operations dashboard
Unified dashboard to manage orders, promotions, finance and service for growing retailers.
Tech

boostim
SEO agency website
Conversion-optimised website for a digital agency — built for speed, trust, and lead generation.
Tech

clinic loyalty app
Skincare loyalty platform
Branded loyalty app for a London clinic. Seamless reward collection and redemption via mobile.
Tech

perion & high
Luxury real estate website
Designed and built a premium Webflow site for a boutique brokerage in Dubai. Elegant, responsive, and conversion-focused.
Tech

the bureau bc
Coworking community
Designed and built a premium Webflow site for a boutique real estate advisory in Dubai. Crafted to reflect a high-end brand identity, with a focus on clarity, storytelling, and seamless user experience across devices.
Tech

saystory
AI-powered personal brand assistant
Mobile-first AI tool that helps founders create Reels, scripts, and posts with consistency and clarity.
Tech

askInput
Async input & alignment tool
Replace meetings by having individuals share their thoughts asynchronously, then turn it into clear next steps.
Tech

amplifully
AI video-to-content platform
Turns a single video into 20+ ready-to-post assets: carousels, social images, and captions across every platform.
Tech
From the people who build it.
Practical writing on AI agents, automation and how production software actually gets built. Written by the engineers doing the work, not a marketing team.
Latest Articles
Where AI Helps in a Care Home
How AI can give care home staff their time back to focus on residents, and the five admin workflows where those hours are being lost today.
Read articleWhy AI Projects Fail the Same Way Every Time
Lessons from a career in banking transformation, and the patterns repeating themselves in AI.
Read article
Guardrails, Explained: How AI Agents Are Kept From Going Off Script
Guardrails aren't one setting. They're checks placed at different points in an agent's pipeline, because different problems show up in different places.
Read articleNot just a dev team. Your AI systems partner from day one.
We design, build and run AI systems inside real businesses. One team from strategy to production. No handovers, no agencies in the middle, no drop in pace after go-live.