Who we are

The people behind the work.

Callum and Ned started Output to find where agency delivery leaks margin, and fix it.

Callum Carver

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.

Ned Thomas at his desk

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 logo

1 Million Cups

Entrepreneur Community

Automated RSVPs and speaker coordination, so recurring events need no manual chasing.

8AM App logo

8AM App

Community Technology

Built a community app that gave Arlin Moore's audience one home instead of scattered socials.

AceApp logo

AceApp

Software

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

AI Acquisition logo

AI Acquisition

Investment Operations

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

Airpal Technology logo

Airpal Technology

Health Technology

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

Alderlake Capital logo

Alderlake Capital

Investment Management

Built a deal-document review workflow that cut reviews from days to hours.

American National Insurance logo

American National Insurance

Insurance

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

Antler logo

Antler

Venture Capital

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

Art Salinas Engineering logo

Art Salinas Engineering

Engineering and Surveying

Built a proposal drafting system that prepares first drafts quickly instead of taking days.

BALF Systems logo

BALF Systems

Construction Software

Built an AI construction CRM that handles onboarding and support without a new team.

Barrett Auto Gallery logo

Barrett Auto Gallery

Automotive Retail

Automated follow-up on high-value vehicle leads, so buyers get a fast reply.

Bitcoin Ireland logo

Bitcoin Ireland

Bitcoin Education and Events

AI masterclasses, talks and guidance that helped hundreds of entrepreneurs build real systems.

California Deluxe Windows logo

California Deluxe Windows

Home Improvement and Manufacturing

Automated quotes, scheduling and review follow-up, so staff no longer chase every step.

Charlie Barber logo

Charlie Barber

Creator Education and Lead Generation

Built an AI lead-scraping platform and dashboard used by 500+ community members.

Chris Kavanagh logo

Chris Kavanagh

Sales Education

AI consulting and automation strategy that streamlined operations and cut manual work.

Ciarán Byrne logo

Ciarán Byrne

Business Operations

AI strategy and technical roadmaps that turned complex ideas into clear build plans.

Corditop Consulting logo

Corditop Consulting

Business Consulting

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

Daytona logo

Daytona

Developer Infrastructure

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

Dermis logo

Dermis

Aesthetic Clinic Software

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

Divine Ireland Windows & Doors logo

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 logo

FAMEX

Aerospace Events

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

FrostMailer logo

FrostMailer

Cold Email Infrastructure

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

Fundraisr logo

Fundraisr

Fundraising Technology

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

Gymnasion logo

Gymnasion

Fitness Coaching

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

Hack for LA logo

Hack for LA

Civic Technology

Built a standard volunteer onboarding workflow, so every new volunteer gets the same start.

Imperial Air LLC logo

Imperial Air LLC

HVAC Services

Automated service requests and review follow-up, so both happen without manual action.

Jack Cullinane logo

Jack Cullinane

Business Operations

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

Jannis logo

Jannis

Trading Technology

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

Jet Sports Agency logo

Jet Sports Agency

Sports Management

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

Jordan Moss logo

Jordan Moss

Business Mentoring

AI masterclasses and consulting that helped entrepreneurs adopt AI in practical ways.

Juiced Digital Agency logo

Juiced Digital Agency

Digital Marketing

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

Kemper Insurance logo

Kemper Insurance

Insurance

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

Matthias Hacker logo

Matthias Hacker

Enterprise Software

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

McColl Dental Center logo

McColl Dental Center

Dental Care

Automated appointment reminders, so every patient is prompted without staff sending each one.

MicroAGI logo

MicroAGI

AI Software

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

Miss Affiliate logo

Miss Affiliate

Affiliate Marketing Education

Automated content production and affiliate-link tracking, lifting the limit on output.

NASO Corporation logo

NASO Corporation

Electronics Manufacturing

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

Online Counselling Ireland logo

Online Counselling Ireland

Mental Health and Counselling

Built client pre-assessment and lead qualification that improved onboarding.

Osteria del Pastaio logo

Osteria del Pastaio

Hospitality and Restaurants

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

Padi logo

Padi

Consumer Travel Technology

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

Pasta Veneta logo

Pasta Veneta

Hospitality and Restaurants

Automated reservations and review requests, so both happen without manual follow-up.

PlayPilot logo

PlayPilot

Sports Technology

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

Prepfit logo

Prepfit

Fitness Technology

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

Primrose Real Estate logo

Primrose Real Estate

Real Estate

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

Quevo logo

Quevo

Education Technology

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

RGV Braces logo

RGV Braces

Orthodontics

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

RGV Startup Week logo

RGV Startup Week

Entrepreneurship Events

Automated speaker and sponsor applications, so the yearly process runs without admin.

Safelite Guard Security logo

Safelite Guard Security

Security Services

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

School of Content logo

School of Content

Creator Education

Built a content planning and repurposing system that speeds up production across channels.

School of Hard Knocks logo

School of Hard Knocks

Education

Built onboarding across several sub-brands, so growth doesn't need more staff each time.

School of Mentors logo

School of Mentors

Mentoring and Education

Automated mentor-to-student matching, replacing a slow, inconsistent manual process.

School of Scaling logo

School of Scaling

Business Education

Built student progress tracking and follow-up, so no student gets missed.

SINT Labs logo

SINT Labs

AI Product Development

Took the product from no platform to a full system with onboarding and integrations.

Special Olympics logo

Special Olympics

Charity and Sport

Automated volunteer and athlete registration, so seasonal sign-ups run without admin.

Sprague's Ready Mix logo

Sprague's Ready Mix

Construction Materials

Built dispatch scheduling and tracking, replacing error-prone phone calls with one workflow.

Storage Unit Strategies logo

Storage Unit Strategies

Self-storage Education

Instant enquiry replies and one reporting view, so overnight leads hear back at once.

System Group & Innovator Circle logo

System Group & Innovator Circle

Entrepreneurship Community

AI consulting, education and architecture support that helped entrepreneurs build AI systems.

Tanabe Consulting logo

Tanabe Consulting

Management Consulting

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

Tell Tales logo

Tell Tales

E-commerce

Built an AI shopping agent that handles 300+ customer conversations a day across socials.

The Private Financing Group logo

The Private Financing Group

Private Finance

Automated client-document collection, removing a bottleneck that slowed every deal.

The Salvation Army logo

The Salvation Army

Charity and Social Services

Automated help-request intake and routing, so people reach the right team faster.

The University of Texas logo

The University of Texas

Higher Education

Automated admissions enquiry replies, so students get answers at once, not days later.

USA Boxing logo

USA Boxing

Sports Governing Body

Built scheduling and athlete-records software, replacing scattered records with one system.

USA Track & Field logo

USA Track & Field

Sports Governing Body

Built athlete registration and results, replacing scattered spreadsheets with one workflow.

UTRGV Housing logo

UTRGV Housing

Higher Education and Student Housing

Automated maintenance-request routing, so each request goes straight to the right team.

Workforce Solutions logo

Workforce Solutions

Workforce Development

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

Young Irish Entrepreneurs Network logo

Young Irish Entrepreneurs Network

Entrepreneurship Community

AI strategy sessions and masterclasses that grew practical AI adoption across the community.

Éanna Fitzgerald logo

Éanna Fitzgerald

Business Operations

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