Work

Developments completed.

A selection of recent engagements and builds. Much client work is under NDA, so many entries are anonymised and imagery is illustrative. Where an engagement can be named, it is. The sector, the problem, and the outcome are always real. References available on request.

Digital advertising totem glowing on a city street at dusk
DOOH · AI monitoring & self-healing · 2017–2025
Inventing a self-healing monitoring platform for screen estates across Europe
The problemThousands of screens spread across seven countries, and every fault the same expensive story: monitoring that could say a screen was down but not why, an engineer in a van to find out, and an advertiser looking at a dark display in the meantime. At that scale, the cost of not knowing is enormous.
What Dave didAs chief operating officer of a European digital managed-services provider, DCCO's founder invented a cloud-native platform that acquired live data from every device in the estate, screens, players, networks, used AI to diagnose what the data actually meant, and then acted on it: detecting faults, identifying root causes, and fixing what could be fixed remotely, automatically, before anyone rolled a van.
The outcomeEstates across seven markets ran with fewer site visits, faster recovery, and operational cost that fell instead of scaling with screen count, and the thinking behind the platform now drives DCCO's AI estate-management and observability work.
Invented in-house Self-healing estates 7 markets
Rapid software development · On site · 2026
A protocol reverse-engineered and a control utility shipped mid-installation
The problemDuring an AV head-end rebuild at a landmark London site, a late requirement surfaced: the client needed remote, networked control of the broadcast receiver feeding a large outdoor LED screen. The receiver had no usable control interface, and the only public documentation of its protocol turned out to be wrong.
What DCCO didReverse-engineered the receiver's network control protocol against the live equipment, handshake, command set, the lot, then used DCCO's AI-accelerated development systems to design, build, test, and package a Windows control utility on the spot: configurable channels, simple and advanced modes, delivered as a ready-to-run application with a full technical reference.
The outcomeA last-minute requirement answered within the installation window rather than becoming a change order and a return visit. The operator's team controls the equipment over the network today, working from documentation they own.
Late-breaking requirement Protocol reverse-engineered AI-accelerated build
AI automation · AV design · 2025–26
Automating the documentation engine behind a multi-floor AV fit-out
The problemA major office refurbishment at a global financial institution's London headquarters, four floors, more than forty meeting spaces, a formal construction contract chain, demanded a full AV documentation set: hardware schedules, bills of materials, cable schedules, asset registers, room schematics, O&M manuals. Produced by hand, that volume of interdependent documents is slow, expensive, and where errors breed.
What DCCO didBuilt the automation behind the paperwork. Consolidated hardware schedules became a single source of truth from which drawing documents and system schematics were generated programmatically; contract documents in the JCT chain were reviewed with AI assistance; and DCCO's AI systems kept every derived document consistent as the design evolved with the delivery partner.
The outcomeA complete, buildable documentation set to construction-industry drawing standards, where a design change ripples through schedules, schematics, and registers automatically instead of being re-drafted by hand.
Single source of truth Automated schematics AI contract review
Really Useful Theatres Group (now LW Theatres) · Digital signage · 2014–2018
The London Palladium: a signage design still in service twelve years on
The problemReally Useful Theatres Group (now LW Theatres) needed to modernise digital signage across its historic West End venues, starting with a full modernisation of the London Palladium, a listed landmark where space behind screens barely exists and anything installed has to sit gracefully inside a century of architecture.
The London Palladium frontage with its red LED marquee and vertical PALLADIUM banner displaysWhat DCCO didDesigned the Palladium's indoor and outdoor digital screens around a centralised architecture: HDBaseT distribution throughout, with no media players behind the screens, everything managed from a server room, cutting the depth needed on stage-door walls and foyers and making the estate serviceable without touching the fabric of the building. DCCO then remained the group's signage consultant for four years, designing across its other West End theatres: LED-mesh exterior concepts, in-window hybrid displays, a three-screen 4K video wall, and main-sign LED conversions.
The outcomeTwelve years on, the design is still in service: the internal LCD screens and the rear LED still run on the original 2014 architecture, and even the front LED displays, only now being replaced (2026), gave a full twelve years of service. Specification-led advice, measured in decades rather than product cycles.
The London Palladium 12+ years in service Centralised HDBaseT design
AI · Consultancy · 2026
AI adoption strategy for a 30-year engineering services business
The problemAn established AV integration company wanted to know where AI would genuinely help its operation, and where it would just add complexity.
What DCCO didAnalysed twenty-two business areas, then delivered a phased nine-month adoption strategy with a board presentation, grounded in what the team actually does day to day, not a generic playbook.
The outcomeA projected 40–60 hours per week of recoverable effort identified, with a realistic phase-one scope the business could start on immediately.
22 business areas Phased roadmap

Rapid software development is not a promise, it is a working practice. These are systems DCCO has designed and built directly, using AI-accelerated development with an architect's discipline underneath.

AI publishing · Live
Youraskedwhat.com: an AI-written news platform
What it isA live public website where every article is researched and written by AI, presenting multiple perspectives on each question, with categories, search, subscriptions, and a full editorial admin system.
Why it mattersA complete production web platform, content pipeline, database, auth, legal pages, deployment, designed, built, and shipped by one person. You can visit it today: youraskedwhat.com.
Live in production AI content pipeline
Agentic AI · Internal platform
A seventeen-agent document management department
What it isA records platform run by a coordinated department of seventeen AI agents, one director, five managers, eleven workers, that classifies, files, extracts facts from, and retrieves documents autonomously, under ISO-9001-style quality management.
Why it mattersHuman approval gates, tamper-evident audit trails, crash recovery, and scheduled operation, the unglamorous engineering that separates a working agent system from a demo. Built after replacing a third-party orchestrator with one designed in-house.
17 agents Tamper-evident audit Human approval gates
Enterprise platform · DCCO product · In build
Synncorp: a business operations platform that adapts to the business
What it isThe second operations system invented by DCCO's founder, this time built entirely in-house. Synncorp is a multi-tenant business platform where customers shape their own workflows, dashboards, and entity structures rather than being prescribed a single "correct" way of working. Its project-management core covers tasks, methodologies, resource and capacity planning, earned-value budgets, Monte Carlo risk analysis, OKRs, portfolios, and AI-assisted planning.
Why it mattersSeventy-five thousand lines of tested, migration-managed code with row-level security on every data path, evidence that AI-accelerated development scales well past the quick prototype, when there is an architect's discipline underneath.
75,000+ lines Multi-tenant AI-assisted planning Monte Carlo risk
AI personas · Research
Persona simulation: how trained AI characters think, argue, and decide
What it isA research system that places deeply specified AI personas, each with a defined personality, values, background, communication style, and known triggers, into one-to-one and group scenarios: negotiations, boardroom disputes, political standoffs. The simulation rules enforce authenticity: characters know only what they would realistically know, escalate when their profile says they would, and every decision has consequences the others must react to.
Why it mattersThis is how DCCO studies critical thinking and decision-making in AI personas before they are trusted with real work. A persona that holds its position under pressure, reasons from its own knowledge, and reacts believably in a room full of competing voices behaves very differently from an agent that has simply been handed a job description, and the findings feed directly into DCCO's persona and agent design practice.
Trained personas 1-to-1 & group scenarios Critical thinking & decisions

Before and alongside DCCO, Dave Carr has held executive operational roles across the industries DCCO now advises. The judgement on offer was earned delivering these.

Pre-1996Learning & Simulation
Aviation and military computer-based training and simulation systems, flight-deck CBT for the world's airlines and defence simulation.
… and before that there were dinosaurs
1996–2003Digital Media
AV, broadcast, and early digital media, secure defence communication facilities, a trading-floor build for one of the world's largest derivatives exchanges, learning platforms for major banks and broadcasters, and an early digital-signage platform later acquired by one of the world's biggest network vendors.
2003–2009Venue Technology
Co-founded a "Powered by Sony" venue-systems business as Operations Director, £0 to AIM listing, delivering technology for major stadiums and visitor attractions, including one of the UK's most famous football grounds.
2005–2009Automated Media
Named inventor on the orchestration and automation patent behind an award-winning personalised video platform producing 12,000 videos a day, and architect of the director–manager–worker processing pattern DCCO still applies to AI systems today.
2009–2013Outdoor Advertising
International digital operations for a global outdoor advertising company. Hired on a four-month "fix it" brief for a major transport digital estate; stayed four years, capacity up 400%, designed and developed shared services for pan-European operation.
2017–2025Managed Service & Automation
VP Digital Development and COO of a European digital-services provider: strong growth in DOOH, driving development of service and SaaS across Europe and the US, and inventor of an AI-driven monitoring and self-healing platform for distributed digital and workplace estates.
2009–presentAI and Automation · DCCO Ltd
Running throughout and now full-time: experienced, independent advice and AI-accelerated delivery, automation, agent systems, and rapid software, for SMEs, venues, advertisers, and technology organisations. Everything this page shows.

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