AI Transformation & Engineering Delivery

AI transformation.
Process-first, not tool-first.
Engineers who build it.

We are an AI-native technology company specialising in business process transformation and engineering delivery. We redesign how your organisation operates, then build the systems that run it — with 50+ senior engineers, deployable in 1–2 weeks. If you need just engineers, we will provide you with the best ones.

15+
Years in Tech
90+
Projects Delivered
50+
Developers
$30M+
in Products Shipped

Who We Work With

IT Services & Outsourcing

Your delivery model is being disrupted.
Before your clients switch, transform.

Labor arbitrage is compressing. Clients are questioning headcount billing and asking why AI isn’t reducing their costs. The model that powered your growth for 20 years is under structural pressure — and the window to reinvent it is closing.

We help IT services companies and outsourcing firms redesign their own delivery processes with AI — so they can deliver more with leaner teams, at better margins, and position themselves as the AI-native partner their clients actually want.

Product Development Companies

Your product velocity is your competitive edge.
AI should be compounding it.

Delivery cycles are slower than the market demands. Technical debt accumulates faster than it’s retired. Your engineering team is capable — but your processes aren’t AI-native, and the gap between what you could ship and what you do ship keeps widening.

We embed AI into how your team builds — not as a tool on top of your SDLC, but by redesigning the processes underneath it. Faster release cycles, fewer bottlenecks, better quality. And when you need to scale, 50+ engineers deployable in 1–2 weeks.

Manufacturing & Industrial

Production runs on legacy ERP and manual coordination.
AI can change both — if the processes are redesigned first.

Scheduling, quality control, maintenance planning, and supplier coordination still rely on manual steps, spreadsheets, and systems that don’t talk to each other. The ERP records what happened. People handle everything in between. AI could eliminate most of that overhead — but only if the workflows are built to use it.

We map where the manual coordination is creating the most drag, then redesign those workflows with AI embedded in the logic. SAP, legacy MES, custom ERP — we work with what you have and build around it. Engineers with manufacturing domain experience, first sprint delivering measurable throughput improvement.

Logistics & Supply Chain

Freight is still booked by phone. Customs docs still filed by hand.
Every handoff is a delay you’re paying for.

Carrier coordination, warehouse operations, customs clearance, broker communication — each step is a manual handoff between systems that don’t talk to each other. Legacy WMS and TMS platforms handle the record-keeping. People handle everything in between. AI could eliminate most of it.

We map the specific handoffs and approval chains where AI creates the most leverage, then build agentic workflows that handle them automatically. Supply chain and logistics teams see measurable throughput improvement within the first sprint — not after a six-month transformation programme.

The New Reality

AI doesn’t just accelerate work. It changes the processes themselves.

The companies pulling ahead aren’t just shipping faster — they’ve redesigned how decisions get made, how work moves through the organisation, and where humans are actually in the loop. AI isn’t a tool they use on top of existing processes. It’s infrastructure embedded inside them.

Most businesses are stuck between consultants who design the transformation and engineers who need to build it — with months of recruitment in between. The gap between strategy and execution is where most AI initiatives die.

We close that gap. We map the processes where AI creates the most leverage, redesign them with AI built into the logic, and deliver the implementation with our own engineering team. No handover. No hiring lag. No decks without delivery.

We don’t sell you an AI strategy. We deliver the new way of operating.
Business transformation — designed and built by the same team
business impact
40–60%
faster end-to-end business cycles when AI is embedded in the process, not on top of it
time to impact
1–2 wks
from first call to engineers working on your transformation — no recruitment lag
experience
15+
years transforming businesses in FinTech, SaaS, MedTech, Transportation, Professional Services

AI Transformation & Engineering Services

01
Business Process & AI Advisory
We map how your business actually operates — where decisions are made, where work slows, where AI can remove entire steps. We identify the highest-leverage interventions and design the transformation roadmap before touching the technology. Architecture decisions, team structure and programme rescue follow from there.
Business Process Audit AI Opportunity Mapping Transformation Roadmap Fractional CTO / CPO
02
AI Transformation — End to End
We redesign the business processes and then build the systems that run them. Approvals that don’t need humans. Workflows that don’t need meetings. Operations that run leaner than you thought possible. We engineer the change — agentic workflows, AI-assisted delivery, automated operations — and leave it running inside your organisation permanently.
Business Process Redesign Agentic Workflow Implementation AI-Native SDLC Capability Transfer
03
Legacy Modernisation with AI
Outdated systems slow every process that runs on top of them. We modernise and rebuild legacy platforms at pace, without disrupting the business. Staged delivery, AI-accelerated refactoring, pragmatic architecture decisions. You keep operating while we rebuild the foundation underneath you.
Codebase Audit Incremental Modernisation AI Refactoring Cloud Migration
04
Dedicated AI-Augmented Teams
50+ pre-vetted senior engineers across 11 technology stacks, deployable in 1–2 weeks. Individual engineers embedded in your team, or a full dedicated squad. Every team runs AI-native workflows from day one. First PR in week one, guaranteed.
Staff Augmentation Dedicated Squads PHP · .NET · Python · React AI & ML · Mobile · SAP · FinTech
05
Product Delivery — 0 to 1
From idea to working product. We own the full delivery: architecture, design, engineering and launch. AI-native from the first line of code. Ideal for founders who need a trusted technical partner and scale-ups launching a new product line.
Architecture & Design Full Engineering Launch & Support AI-Native from Day One

Senior Developers by Technology Stack

50+ senior engineers. Deployed in 1–2 weeks.

AI transformation fails at the handover. Consultants design the future state, hand you a framework, and leave. You spend six months hiring the engineers to build it. By then, the strategy is stale and the momentum is gone.

The same team that maps your business processes designs the transformation and delivers it. 50+ pre-vetted senior engineers across 11 stacks, deployable in 1–2 weeks. No gap between the plan and the people who execute it.

Not a marketplace. Not a recruiter shortlist. Every engineer on this bench was personally vetted and has delivered. That’s the only way in.
Hire PHP engineers
01
PHP
PHP 7.x – 8.x / Symfony · Laravel / REST & GraphQL APIs / Legacy & Greenfield
Hire .NET developers
02
.NET
C# · .NET 4 – 10 · ASP.NET Core / Microservices · CQRS · Event-Driven / Azure · AWS · Docker · K8s / ETL · dbt · Airflow
Hire Frontend developers
03
Frontend
React · Next.js · Vue.js · Angular / TypeScript · Redux · RTK · MobX · Zustand / Jest · Cypress · Storybook · Vite / SSR · SPA · Micro-frontends / Performance-first UIs / Design Systems
Hire Microsoft developers
04
Microsoft
SharePoint Online · Teams · M365 / Power Apps · Power Automate · Dataverse · Copilot AI / Dynamics 365 F&O · CE / Azure Functions · Purview / 6 PL Certifications
Hire Mobile developers
05
Mobile
iOS · Swift · SwiftUI · UIKit / Android · Kotlin · Jetpack Compose / Flutter · React Native · KMP / Native & Cross-Platform · TV & WebOS · CI/CD
Hire Python developers
06
Python
Python · FastAPI · Django · DRF · asyncio / LangChain · FAISS · Anthropic · OpenCV / PostgreSQL · ClickHouse · Redis / AWS · GCP
Hire Ruby on Rails developers
07
Ruby
Ruby · Ruby on Rails 3–8 · Sidekiq · RSpec · PostgreSQL · Redis / High-Load · Microservices · Kubernetes / Legacy Modernisation · Greenfield
Hire AI & ML developers
08
AI & ML
Python · PyTorch · TensorFlow · Scikit-learn / LangChain · HuggingFace · GPT-4 · Anthropic / LLMs · RAG · Agents · Computer Vision · NLP
Hire BA & BI Developers
09
BA & BI
Agile BA · BABoK · UML · BPMN / Jira · Confluence · Axure / Tableau · Power BI · Oracle BI / DWH · ETL · Snowflake · Vertica · Airflow / SAP · MS Dynamics · ServiceNow / CFLBA Certified
Hire SAP consultants
10
SAP
S/4HANA · FICO / SD · MM · WM · EWM · PP · PM / Basis · ABAP / BTP · CPI · PI/PO / O2C · EDI · IDoc / JVA · PS
Hire FinTech developers
11
FinTech
A2A Payments · Open Banking / Cards Issuing · Acquiring / PSD2 · PSD3 · EMI Licensing / Payment Gateway · ISO 20022 / Risk & Compliance · KYC
Not what you're looking for?
12
Not Found?
Let's talk — we have a big network. Tell us what you need and we'll find the right person.

How It Works

Every engagement starts with a business process audit, not a codebase review. We find the processes where AI creates real leverage, then tailor the approach to your specific business goals before a single engineer is assigned.

01
Diagnose
Where is time and money leaking?
Dimmy audits how your business actually operates: where decisions wait, where work gets handed off, where entire steps could be automated away. We rank the interventions by leverage and realistic ROI. You get a clear picture of what to build — and why — before any engineer touches your codebase.
02
Build
First PR in week one. No exceptions.
Engineers are pre-screened before the contract is signed, so they're ready to commit code within the first week. AI workflows are built into the logic of your processes from the first sprint: automated approvals, agentic pipelines, AI-assisted delivery. You see progress before the first invoice.
03
Transfer
The capability stays with your team.
Every AI system, every redesigned workflow, every agentic pipeline — documented and transferred to your team permanently. We train your people on how it works and why it was built that way. No lock-in. No maintenance dependency. 90+ engagements in, clean transfers are part of the delivery standard.

Meet Your Tech Partner

DMexec isn't a faceless agency. When you work with us, you work with me. I personally oversee every engagement: from selecting the right engineers to shaping the architecture decisions that matter.

I've spent 15+ years in software development: from writing code myself to running cross-functional teams and advising founders on product strategy. I've worked with early-stage startups, scale-ups and enterprise clients across FinTech, Transportation, SaaS, MedTech and B2B software.

I've been the founder waiting on a deadline and the engineer missing it. That context shapes everything about how DMexec works.

"I treat every project like my own. Because I know what's at stake."

Our Model

🎯
Dimmy on Every Engagement
You don’t get sold to a delivery team you’ve never met. The same person who understood your business on the first call is shaping every engineering decision and every engineer selection throughout. One point of accountability. No account managers between you and the work.
Pre-Vetted, Not Recruited
Every engineer in our network was individually assessed before joining. No recruiter-sourced CVs. No trial periods charged to your budget. 90+ projects in, we know exactly what senior engineering performance looks like — and we only place people who clear that bar.
🤖
AI-Native from Day One
We run the same AI-native workflows on our own delivery that we build for clients. Agentic code review, AI-assisted testing, automated deployment checks. Every sprint runs faster because of it — and the speed advantage compounds across the engagement.
📈
First PR, Week One
Engineers are pre-screened before the contract is signed, not after. That means code in your repo within the first week — not after a month of onboarding. 90+ engagements delivered. The process is already built.
🏗
Process Before Tools
We audit the business process before choosing the technology. The right AI workflow in the right process creates compounding ROI. The wrong tool embedded in a broken process just automates the problem faster. Dimmy personally leads this diagnosis on every engagement.
🌎
European Base, Global Reach
Our engineers work CET/EET. Full overlap with UK clients. Workable morning cover for US East Coast. Evening cover for Australian teams. European rates. Senior-only, individually vetted, no exceptions.

What Clients Say

"Dimmy worked as a consultant on our development team at IDEXX. He demonstrated strong coding skills, high productivity, ability to work well with others and a willingness to pitch in wherever necessary."
Peter Aten
Director, Global LIMS Product Development · IDEXX
"Working with Dimmy was a great experience for me. His team played a pivotal role in bringing our project to life. He's a true professional."
AJ Jindal
Senior Principal Product Manager · Atlassian
"I would like to recommend Dimmy as a valuable strategic business partner. His collaborative approach, insightful contributions, and strong understanding of business objectives have been key to our company's success."
Leo Yanchuk
President · Clearview Solutions LLC

Frequently Asked Questions

It means embedding AI into how your team builds — not just the products they build. Faster code review, automated testing, agentic workflows, AI-assisted architecture decisions. The output is a permanent increase in delivery speed and quality, not a one-time project or a tool licence. Teams typically see 40–60% faster delivery cycles once AI workflows are properly integrated into the SDLC.

Most AI consultancies deliver a transformation roadmap and expect you to hire the engineers to build it. DMexec does both. Dimmy personally maps your business processes and designs the intervention, and 50+ pre-vetted senior engineers are deployable within 1–2 weeks. $30M+ in product value delivered across 90+ engagements. Dimmy is involved in every engagement regardless of size, with no account managers between you and the work.

First call to first engineer onboarded: typically 1–2 weeks. First code committed: week one of the engagement. We pre-screen engineers before any engagement starts — there's no standing-start recruitment phase after you say yes. We've done this 90+ times. The process is already built.

Both. Pre-seed founders building their first product and scale-ups modernising legacy platforms are both in our wheelhouse. Early-stage clients typically benefit most from our product delivery or fractional CTO services. Series A+ companies typically use us for AI transformation, dedicated teams or staff augmentation. The engagement model adapts — the standards don't.

PHP (Symfony, Laravel), .NET, React / Next.js / Angular frontend, Python, Ruby on Rails, iOS and Android mobile, Flutter, AI & ML (LangChain, RAG, Agents, PyTorch), Microsoft stack (D365, Power Platform, Azure), SAP, FinTech (Open Banking, PSD2/3, Payments), and Business Intelligence. If you need a specific technology not on that list, just ask — our network is broader than what's on this page.

Clean transfer is part of the delivery standard. Every AI system and redesigned workflow is documented and handed over to your team permanently. We train your people so they can extend it without us. DMexec can stay embedded as long as needed, or exit cleanly once capability is transferred. No lock-in, no maintenance dependency.

Engagements are structured around the model that fits your situation. Dedicated teams and staff augmentation run on a monthly rate — no long-term lock-in, no hidden fees. AI transformation advisory and product delivery engagements are scoped per phase. The best way to get a clear number is to book an intro call. We'll give you a straight answer within the first 15 minutes.

Our engineers are based across Europe (CET/EET timezones). You get full overlap with UK clients, workable morning overlap for US East Coast teams, and an evening overlap for Australian clients. Every engineer in our network has been individually vetted by Dimmy before being placed on any engagement — senior-level only, no exceptions.

Ready to build
something great together?

15 minutes with Dimmy. We'll map the highest-leverage AI intervention for your specific processes and give you a straight answer on whether we're the right team to build it.

Book a Free Intro Call
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