Conversionate Consulting

AI and software, built for real business impact.

We help you find the AI and software projects worth building, then take them from strategy to production. The result is a system your team actually uses, with a return you can measure.

See how we work

01 / 04 What we do

Two kinds of projects, delivered end to end

Whether the answer is AI, software, or both, we take it from strategy to production. We do the thinking and the building.

Isometric charcoal blocks with a glowing orange core

Project type 01

AI projects

Where the work is judgment, language, or knowledge.

AI workflowsAI agentsKnowledge & search systemsDocument & data extractionOn-premise / local AIInternal copilots

Isometric charcoal architecture traced with orange light

Project type 02

Software projects

Where the work is process, data, and reliability.

Customer & CRM systemsCore business systemsBack-office automationWeb & mobile appsIntegrations & data pipelinesDashboards & reportingCustomer portals

02 / 04 Who we do it for

You know AI and software could help. You just need to know where.

Your operations run on established processes, and you sense AI or software could take them further. You are just not sure where to start, or which projects are worth it. Maybe you have an IT team that has not moved into AI yet. What you need is a partner to find the right projects, confirm they are worth building, and deliver them. The chart below shows the industries that fit best across Malta and Switzerland.

Needs an outside software partner →

Still mostly manual

Builds its own software

Biggest opportunity

Mostly manualFully digital →

03 / 04 How we do it

We remove the risk before a single line of code

Most software projects fail for a few predictable reasons: the work is not tied to real business value, the scope is left open, the technical plan is incomplete, the new system is never truly adopted, or the code is not reliable in production. Our process closes each gap before the first line of code is written.

If you have a project in mind

We scope it and validate it against business value before we build.

If you don't yet

We interview your teams, map the process, and surface the high-impact projects.

The risk

Misses the business goal

We fix it

Align on business value

Product requirements doc, signed off

We work with your stakeholders to define the business value the system must deliver. That becomes the agreed target before anything else starts.

The risk

Nobody actually adopts it

We fix it

Design the future process

Adoption by design

We map how the work runs today, then design how it will run with the new system. Your team reviews and confirms the new process before we build. That step is why adoption happens.

The risk

An unclear, incomplete plan

We fix it

Architect the solution

End-to-end technical spec

The full technical design, phase by phase, with a clear definition of what each phase must deliver before the next one starts.

The risk

No cost certainty

We fix it

Fix scope and cost

Fixed agreement

We fix the scope, the price, and the contract before any work starts. The budget you approve is the budget you pay, start to finish.

The risk

Code you cannot rely on

We fix it

Build and deliver

Test-verified build

Built with our AI delivery harnesses and automated quality and security gates, following test-first principles (TDD). Shipped to production, fully documented, and handed over so your team can rely on it.

The result

A system fully integrated into your processes and adopted by your team, that delivers real business value on a fixed budget.

04 / 04 Why it's better

Reliable code. Delivered fast. At a fixed price.

Every existing option comes with a compromise: slow and costly but reliable, or fast and cheap but fragile. We remove that trade-off.

Big dev firms Offshore shops Vibe-coding Conversionate Consulting Code quality →

Slow & costlyFast & affordable

AI harnesses, gated for quality

We built our own AI delivery harnesses and wrap every build in automated quality and security gates. The result is reliable, secure, scalable code, shipped in a fraction of the time a conventional team would take.

Test-driven by default

Every feature is written against a test that defines what it must do. What ships has been verified against the spec, not assumed to work. That is the difference between software you can rely on and software you have to manage.

Not vibe-coding, not a big agency

A large agency gives you quality but charges accordingly and moves slowly. Vibe-coding and offshore shops move fast but ship fragile code that breaks under real conditions. We sit in neither camp. Our own AI delivery harnesses, wrapped in automated quality and security gates and built with a test-first approach (TDD), are what make reliable and fast possible at the same time.

What this unlocks: projects that were previously too costly or too risky to attempt now have a clear return, a fixed price, and a delivery process that makes them viable.

Let's talk

Let's find the projects worth doing together

A short conversation is enough to see where AI or software would pay off. You will leave with an honest view of what is worth building, and complete clarity on how to get there.

01A short call

02A fixed-scope plan

03We build it

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