Conversionate Consulting

AI and software, built for real business impact.

We guide companies from strategy to rollout, turning AI and software into production-grade systems that create measurable business value. Big-firm quality, at the speed of a small one.

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

Companies that run on computers, where software is not their core

You are the right fit when your business runs on software, not paper. Maybe you have no software team of your own. Maybe you have one that has not started using AI yet. Either way, the more digital your work, the more you gain from a partner like us. Below is the general picture, then the industries that fit best in the two regions we work in: 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 never pinned down, the technical plan is never clear, the new system never gets adopted, or the code cannot be relied on in production. Our process removes each one, up front.

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

PRD, signed off

We agree the business value the system must deliver, with your stakeholders, before anything else.

The risk

Nobody actually adopts it

We fix it

Map the to-be process

Adoption by design

We map how the work runs today, then design the future process your team will actually use. Without this, adoption never 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 clear gates, before anyone builds.

The risk

No cost certainty

We fix it

Fix scope and cost

Fixed agreement

The spec sets the exact scope, price, and contract, so the budget is known before we start.

The risk

Code you cannot rely on

We fix it

Build and deliver

TDD, gated

Built through our AI harnesses and automated quality gates, using test-first principles (TDD), then shipped to production to deliver the business value, fully documented for easy handover.

The result

A system your team actually uses, that delivers the business value, on a fixed budget.

04 / 04 Why it's better

Big-firm quality, at the speed of a small one

There used to be two options: cheap and fast but fragile, or solid but slow and costly. We sit where the two finally meet.

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

Slow & costlyFast & affordable

AI harnesses, gated for quality

Our team built its own AI delivery harnesses, wrapped in automated quality and security gates, so we ship reliable, secure, scalable code in a fraction of the usual time and cost.

Test-driven by default

We use test-first principles (TDD), so what we ship does exactly what the spec requires to deliver the business value. Proven, not hoped.

Not vibe-coding, not a big agency

Big-firm reliability and startup speed, at a better price than either.

What this unlocks: software that was once too expensive or not worth it now delivers a clear return, for companies of any size.

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. If there is nothing worth doing, we will tell you.

01A short call

02A fixed-scope plan

03We build it

Start a conversation