Skip to content
Happen Software

Software That Works.AI That Pays Off.

We're a senior engineering team for growing businesses. We build enterprise-grade custom software, rescue companies from systems that hold them back, and help you put AI to work where it genuinely makes a difference, from first assessment to production.

See What We Do
Spreadsheets, overflowing inboxes, stray files and frozen legacy apps flowing through one team into a single connected dashboard with AI insightsQ3_ops.xlsx#REF!???47v3_FINAL(2).xlsx!Not responding+38%throughput12hsaved / week0double entryAI INSIGHTTHE WORKAROUNDSONE TEAM · SOFTWARE + AIONE CONNECTED SYSTEM
Sound familiar?

Bad software is expensive. So is AI hype.

Most of the businesses we meet are held back by one of these, and often more than one.

Software that fights you

A slow, fragile, or unsupported system, or a project a previous vendor never finished, that your team works around every day.

Run on spreadsheets

Operations held together with spreadsheets, email, and double entry that no longer scale and depend on a few key people.

No idea where AI fits

Hundreds of tools and a new model every week, but no clear view of where AI would actually make a difference in your business.

Stuck at the demo

An AI pilot impressed everyone in a meeting, then never made it into daily work because nobody wired it into your systems.

We fix the foundations and apply AI where it pays off, as one senior team that's accountable for the result.

What we do

Two specialities, one team

Most of our clients need both: solid software foundations, and AI applied where it genuinely makes a difference. Because one team does both, nothing gets lost in the hand-off.

Custom software engineering

Enterprise-grade software, built around how you work

Since 2016 we've engineered the platforms established businesses run on, and rebuilt the ones that let them down.

  • Custom platforms, portals, and line-of-business systems
  • Better rebuilds of failing or legacy software
  • Progressive web apps and offline-capable field apps
  • Systems integration and high-volume data processing
  • Workflow automation, approvals, and reporting

10M+records processed in production

Explore custom software
AI consulting & delivery

Where AI actually fits, and making it work

We find the AI opportunities worth your money, prove them on your data, and run them in production.

  • AI Opportunity Assessments with a costed roadmap
  • Proofs of concept on your real data in weeks
  • Custom model training and fine-tuning
  • AI pipelines for documents, data, and decisions
  • Team adoption: using AI safely and effectively

98%accuracy on 10M+ products (Productify.ai)

Explore AI consulting

We build and run our own products too

Kanera
Productify.ai
KYC Pack
Software rescue

Stuck with software that lets you down?

Failed projects, unsupported legacy systems, and software nobody wants to touch are more common than you'd think. We don't patch someone else's codebase. We rebuild it better, without stopping the business, and stay with you for the long term.

A legacy system and a new platform running side by side while your team's work moves across in stages from 0% to 100%, data is migrated and verified, and the old system is retired with no big-bang switchoverYOUR TEAMLegacy system!RETIREDNew platformLIVEWORK ON NEW PLATFORM0%25%50%75%100%Data migrated & verifiedBUILT ALONGSIDE THE OLD SYSTEM · MOVED ACROSS IN STAGES · NO BIG BANG
1

Audit

A senior engineer reviews your current system, data, and integrations to understand what the business actually needs from it.

2

Rebuild it better

We build a new platform in parallel with the old one, on a clean, modern foundation, so daily operations carry on while the replacement takes shape.

3

Migrate & cut over

Data is migrated and verified, users are trained, and we switch over in planned stages, not with a risky big bang.

4

Stay for the long term

We keep it secure, fast, and evolving as your business grows. On average, clients work with us for more than three years.

Where AI fits

Where AI makes a real difference

The biggest AI wins are rarely flashy. They're the repetitive, document-heavy, data-heavy jobs your team does every day, often inside the software we build. Here's where we've already delivered results.

Document processing

Pull data out of invoices, receipts, claims, contracts, and forms automatically, check it, and push it straight into your systems.

95–98%extraction accuracy, with 85% less manual review, on high-volume receipt processing

Compliance & onboarding

Automate KYC checks, document verification, and policy reviews, with a person signing off on anything that matters.

86%less busywork and admin with KYC Pack, our compliance product

Data cleanup & enrichment

Deduplicate, normalise, and enrich messy CRM, ERP, and product data so your reports finally tell the truth.

Up to 80%fewer duplicate records in client CRMs, and far more accurate reporting

Content at scale

Generate and enrich product descriptions, listings, and catalogue data consistently across every sales channel.

10M+products processed at 98% attribute accuracy by Productify.ai

Checks & decisions

Compare claims against contracts and policies, flag the exceptions, and route each decision to the right person.

40%faster claim resolution for a logistics business, with less revenue leakage

Insights from your data

Ask questions of your operational data in plain English and get answers, trends, and alerts without waiting for someone to build a report.

Answers come only from your own data and documents, with sources. No guesswork.

How we work

Start small. Prove it. Then scale.

Whether it's new software, a rebuild, or AI, every engagement follows the same path. Each step has a fixed scope and a clear deliverable, and you decide whether to go further.

1

Free Strategy Call

30 minutes · Free

Talk through your operations, systems, and goals with a senior engineer. You'll leave with concrete next steps, whether or not we work together.

2

Assessment

1–2 weeks

We map your workflows and systems, find where time and money go, and give you a prioritised plan: what to build, fix, or automate with AI, with cost and risk for each.

3

Prove It

2–4 weeks

A working AI proof of concept on your real data, or a first working slice of new software, so you see real results before committing to the full build.

4

Build & Integrate

Weeks, not years

We engineer the production system, integrate it with your tools, migrate your data, and ship in increments you can see every week.

5

Run & Improve

Ongoing

We keep it secure, monitored, and improving under an SLA, and keep finding the next win on your roadmap.

Results

Proof, not promises

Software and AI systems we've designed, built, and run for clients.

Logistics · Custom platform

Delivery platform

The challenge

The business needed one system to take orders, dispatch drivers, and keep customers informed.

What we built

An ordering and logistics platform with customer apps, driver management tools, and an automated dispatch and routing engine.

  • 30%lower operational costs
  • 25%more revenue from efficiency
  • 4.9★average customer rating
eCommerce · Generative AI

Product content at scale

The challenge

eCommerce teams need accurate, channel-ready listings for huge catalogues. Writing and checking them by hand can't keep up.

What we built

An AI content engine, delivered as a secure API, that generates and enriches product copy and attributes.

  • 10M+products processed
  • 98%attribute accuracy
  • 10xfaster listing creation
Reverse logistics · Custom platform

Returns operations platform

The challenge

A returns operation with hundreds of field users needed accurate, real-time data on multi-million dollar inventory.

What we built

An end-to-end reverse logistics platform with a custom workflow engine and offline-capable mobile apps.

  • 700+users on one platform
  • 99%+data accuracy from the field
  • Real-timeinventory visibility
Logistics · Document AI

Claims & contract checks

The challenge

Claims were checked against contracts and policies manually. It was slow, and revenue slipped through the gaps.

What we built

Document intelligence that parses claims, compares them with contract terms, and flags exceptions for a person to decide.

  • 40%faster claim resolution, with less revenue leakage

Want the full picture?

Get in touch and we'll send you detailed case studies relevant to your use case.

Who we work with

Built for growing businesses, not red tape

We work best with established, owner-led and mid-sized businesses where the people who feel the problem can make the decision, usually in operations-heavy industries.

Decision-makers in the room

Founders, MDs, COOs, and operations leads who can say yes without six months of committees.

Outgrowing their systems

Teams losing hours to spreadsheets, manual processes, and software that no longer fits the business.

Data everywhere

Information spread across spreadsheets, inboxes, and systems that don't talk to each other.

Operations-heavy industries

Logistics, manufacturing, distribution, retail and eCommerce, financial and professional services, healthcare, and more.

Explore industries

Probably not a fit: idea-stage startups looking for an MVP, or organisations that need a lengthy procurement process before a first conversation.

FAQs

Both, and most of our clients need both. We're a senior engineering team that has built enterprise-grade custom software since 2016, and we apply the same engineering discipline to AI. That means the AI we recommend actually gets built into your systems, rather than stopping at a slide deck.

Yes, by rebuilding it better. We don't take over or patch existing codebases, because inheriting someone else's problems rarely ends well for the client.

Instead, we audit what you have, rebuild it properly alongside your current system, and migrate in planned stages so the business keeps running. Then we stay on as your long-term engineering partner.

You can, and for prototypes, experiments, and testing an idea it's genuinely great. The hard part of business software isn't getting something that works in a demo. It's making sure it keeps working, for everyone, every day. That's where our expertise comes in:

  • Every case: Edge cases, messy data, permissions, and the unhappy paths real users find on day one.
  • Tested: Automated tests that check every change before it reaches your team or customers.
  • Stable: Monitoring, backups, and safe releases, so it keeps running as your data and usage grow.
  • Secure: Proper authentication, access control, and data protection, built in from the start.
  • Performant: Fast under real-world load, not just on one laptop.

The best of both: vibe code a prototype to explore the idea, then use it as a living spec for us to engineer the real thing properly.

Yes. Most of our clients aren't tech companies. The best AI opportunities are usually in everyday work such as documents, data entry, email, and reporting. If your team does repetitive work with information, there's almost certainly something worth automating, and the free strategy call is designed to find it.

It depends on scope, so we don't publish prices. What we can promise is that you'll know the number before we start: every stage has a fixed scope, builds come with a capped budget, and we model ongoing AI running costs upfront so there are no surprise bills.

Assessments take one to two weeks and proofs of concept two to four.

  • Targeted tools: 4–8 weeks.
  • Full platforms & portals: 8–16+ weeks.
  • AI systems in production: usually under 90 days.

We ship in increments, so you see progress every week.

A senior engineer, not a salesperson, gets back to you to arrange a free 30-minute strategy call. We talk through your operations, systems, and goals, and you leave with practical next steps.

If there's a fit, we'll suggest a short, fixed-scope assessment so you know exactly what you'd get, and what it would cost, before committing to anything bigger.

You do. You own your application, its data, and the IP of the software we build for you.

We keep ownership of our own reusable internal libraries and tooling, and license them to you as part of your system. That way you benefit from years of proven engineering without paying to reinvent it.

Yes. We host in the EU or your region, build security in from day one (SSO, role-based access, audit logs), and use enterprise AI services with zero-retention settings so your data is never used to train public models. We're used to signing NDAs and DPAs and completing security questionnaires.

Yes, integration is one of our core strengths. We connect to your ERP, CRM, finance, document, and email systems, and when off-the-shelf tools can't do the job, we build the custom software to fill the gap.

Most clients keep us on as their long-term engineering and AI partner. On average, clients work with us for more than three years, across everything from new platforms and rebuilds to integrations and AI.

  1. 1.Managed Service: We stay responsible for uptime, security, and continuous improvement under an SLA.
  2. 2.Handover: If you'd rather run it yourselves, we transition to your team with full documentation and code walkthroughs.

Let's build something that works

Book a free 30-minute strategy call with a senior engineer. Whether it's new software, a rebuild, or AI, you'll leave with practical next steps, whether or not we work together.

  • Senior engineers, never trainees
  • 3+ year average client relationships
  • Offices in Ireland & South Africa