Who we are
The people behind the work.
Callum and Ned started Output to find where agency delivery leaks margin, and fix it.

Operations & strategy
Callum Carver
Callum founded The Kaizen and has coached 750+ people to turn a skill into a business, generating $4.5M in student revenue. At Output he finds where delivery breaks down and what it costs, then sets the priorities.

Automation & implementation
Ned Thomas
Ned builds AI systems that take real work off people’s plates. Output and its partners have delivered 50+ systems across insurance, finance, sport, healthcare and education, from the first process map to launch.
Partner builds
Previous Projects.
Work delivered across insurance, sport, healthcare, finance, education, technology and more.

1 Million Cups
Entrepreneur Community
Automated RSVPs and speaker coordination, so recurring events need no manual chasing.

8AM App
Community Technology
Built a community app that gave Arlin Moore's audience one home instead of scattered socials.

AceApp
Software
Built an AI geolocation platform with custom features and live information for customers.

AI Acquisition
Investment Operations
Automated deal sourcing and screening, replacing a process that took one person full time.

Airpal Technology
Health Technology
An AI roadmap, product strategy and technical guidance that gave the team a clear path.

Alderlake Capital
Investment Management
Built a deal-document review workflow that cut reviews from days to hours.

American National Insurance
Insurance
Automated claims triage and routing, so each claim reaches the right adjuster straight away.

Antler
Venture Capital
Built a founder-application ranking platform that puts the strongest submissions on top.

Art Salinas Engineering
Engineering and Surveying
Built a proposal drafting system that prepares first drafts quickly instead of taking days.

BALF Systems
Construction Software
Built an AI construction CRM that handles onboarding and support without a new team.

Barrett Auto Gallery
Automotive Retail
Automated follow-up on high-value vehicle leads, so buyers get a fast reply.

Bitcoin Ireland
Bitcoin Education and Events
AI masterclasses, talks and guidance that helped hundreds of entrepreneurs build real systems.

California Deluxe Windows
Home Improvement and Manufacturing
Automated quotes, scheduling and review follow-up, so staff no longer chase every step.

Charlie Barber
Creator Education and Lead Generation
Built an AI lead-scraping platform and dashboard used by 500+ community members.

Chris Kavanagh
Sales Education
AI consulting and automation strategy that streamlined operations and cut manual work.

Ciarán Byrne
Business Operations
AI strategy and technical roadmaps that turned complex ideas into clear build plans.

Corditop Consulting
Business Consulting
Built instant quote replies, so overseas prospects hear back at once instead of in days.

Daytona
Developer Infrastructure
Built an automated support system that answers most questions before they reach an engineer.

Dermis
Aesthetic Clinic Software
Built an AI WhatsApp booking agent with a multi-clinic backend that can serve 40+ clinics.

Divine Ireland Windows & Doors
Windows and Doors
Built an AI quoting system that generated €200,000+ last year and saves 30+ hours a month.

FAMEX
Aerospace Events
Automated exhibitor and attendee registration, cutting the staff needed for large events.

FrostMailer
Cold Email Infrastructure
Built a custom AI platform and automation that helped the business scale past six figures.

Fundraisr
Fundraising Technology
Built one platform for donor outreach and campaign tracking, so both can scale together.

Gymnasion
Fitness Coaching
Built an AI operations system covering leads, onboarding, CRM, dashboards and reporting.

Hack for LA
Civic Technology
Built a standard volunteer onboarding workflow, so every new volunteer gets the same start.

Imperial Air LLC
HVAC Services
Automated service requests and review follow-up, so both happen without manual action.

Jack Cullinane
Business Operations
Automated client onboarding across QR codes, Stripe, Notion and Slack, cutting friction 80%+.

Jannis
Trading Technology
Built AI-assisted trading infrastructure for strategy, risk and monitoring across MT4/MT5.

Jet Sports Agency
Sports Management
Built contract-deadline tracking, so important dates are recorded and nothing gets missed.

Jordan Moss
Business Mentoring
AI masterclasses and consulting that helped entrepreneurs adopt AI in practical ways.

Juiced Digital Agency
Digital Marketing
Automated monthly client reports, replacing a manual job that took a full day each month.

Kemper Insurance
Insurance
Automated renewal and quote follow-up, so no customer reply depends on staff memory.

Matthias Hacker
Enterprise Software
Built a production-ready enterprise AI avatar platform with interface, dashboard and backend.

McColl Dental Center
Dental Care
Automated appointment reminders, so every patient is prompted without staff sending each one.

MicroAGI
AI Software
Built a platform for demos, lead screening and support, removing the cap on growth.

Miss Affiliate
Affiliate Marketing Education
Automated content production and affiliate-link tracking, lifting the limit on output.

NASO Corporation
Electronics Manufacturing
Built an RFQ and production-tracking system, moving requests out of inboxes into one workflow.

Online Counselling Ireland
Mental Health and Counselling
Built client pre-assessment and lead qualification that improved onboarding.

Osteria del Pastaio
Hospitality and Restaurants
Automated no-show handling and social posting, so staff don't have to remember each task.

Padi
Consumer Travel Technology
Built a save-to-plan app that turns places saved across socials and maps into shared plans.

Pasta Veneta
Hospitality and Restaurants
Automated reservations and review requests, so both happen without manual follow-up.

PlayPilot
Sports Technology
Built athlete compliance tracking for grades, weather and eligibility that flags risks early.

Prepfit
Fitness Technology
Built a personalised coaching engine, so users get tailored support without a coach each.

Primrose Real Estate
Real Estate
Built multilingual, always-on lead response, so overnight enquiries never sit unanswered.

Quevo
Education Technology
Built an operations platform that scales without someone touching every step by hand.

RGV Braces
Orthodontics
Automated patient reminders, replacing hours of front-desk phone calls.

RGV Startup Week
Entrepreneurship Events
Automated speaker and sponsor applications, so the yearly process runs without admin.

Safelite Guard Security
Security Services
Automated quote replies, so enquiries hear back fast instead of going to quicker rivals.

School of Content
Creator Education
Built a content planning and repurposing system that speeds up production across channels.

School of Hard Knocks
Education
Built onboarding across several sub-brands, so growth doesn't need more staff each time.

School of Mentors
Mentoring and Education
Automated mentor-to-student matching, replacing a slow, inconsistent manual process.

School of Scaling
Business Education
Built student progress tracking and follow-up, so no student gets missed.

SINT Labs
AI Product Development
Took the product from no platform to a full system with onboarding and integrations.

Special Olympics
Charity and Sport
Automated volunteer and athlete registration, so seasonal sign-ups run without admin.

Sprague's Ready Mix
Construction Materials
Built dispatch scheduling and tracking, replacing error-prone phone calls with one workflow.

Storage Unit Strategies
Self-storage Education
Instant enquiry replies and one reporting view, so overnight leads hear back at once.

System Group & Innovator Circle
Entrepreneurship Community
AI consulting, education and architecture support that helped entrepreneurs build AI systems.

Tanabe Consulting
Management Consulting
Built a new-client research workflow that cut initial research from a full day to an hour.

Tell Tales
E-commerce
Built an AI shopping agent that handles 300+ customer conversations a day across socials.

The Private Financing Group
Private Finance
Automated client-document collection, removing a bottleneck that slowed every deal.

The Salvation Army
Charity and Social Services
Automated help-request intake and routing, so people reach the right team faster.

The University of Texas
Higher Education
Automated admissions enquiry replies, so students get answers at once, not days later.

USA Boxing
Sports Governing Body
Built scheduling and athlete-records software, replacing scattered records with one system.

USA Track & Field
Sports Governing Body
Built athlete registration and results, replacing scattered spreadsheets with one workflow.

UTRGV Housing
Higher Education and Student Housing
Automated maintenance-request routing, so each request goes straight to the right team.

Workforce Solutions
Workforce Development
Automated job matching that connects people to roles faster, so fewer slip through.

Young Irish Entrepreneurs Network
Entrepreneurship Community
AI strategy sessions and masterclasses that grew practical AI adoption across the community.

Éanna Fitzgerald
Business Operations
Built an AI inbox with lead scoring, sorting and drafted replies, saving about 7 hours a week.