Cleverbit

Cleverbit Software is a technology partner for companies that treat software as a core part of the business. Its focus today is agentic engineering: helping development teams use AI coding agents to deliver faster without losing control of quality, security or compliance. Alongside that, it builds and runs fully managed development teams that work on a client's own product roadmap, and it writes custom software aimed at specific operational problems.

The firm is listed with us in San Ġwann, a residential town just inland from Sliema and St Julian's, and it appears in our directory of IT companies in Malta. Its clients sit mostly in sectors where a mistake is expensive, such as banking, fintech, iGaming, health tech and enterprise software.

Built by people who have hired developers themselves

Cleverbit was set up by former CTOs, CPOs and founders who had their own experience of difficult technical decisions, suppliers who let them down and in-house teams that could not keep pace with the business. The idea was to build the kind of engineering team they would have wanted to hire, and to act as a long-term partner rather than a short-term contractor.

Three working principles run through the business. The team starts by asking questions, on the basis that the client knows its own business best. It aims to behave ethically towards everyone it deals with. And it values plain speaking: clients are told where things stand, and Cleverbit expects the same honesty in return.

If a company already has its own developers, Cleverbit can slot in beside them, adding capacity, senior technical leadership or a clearer strategy when the business needs to grow, innovate or speed up. The team is technology-agnostic and works with the client's existing stack rather than pushing a preferred one.

How the agentic SDLC works

SDLC stands for software development life cycle, the route a piece of work takes from idea to release. Cleverbit's agentic version is a governed method for teams that let AI agents write code. It has two halves that depend on each other: a defined path that work follows, and a set of checks that stop poor output before it reaches customers.

On the path, every feature starts as a requirement and is turned into a written specification before any agent begins. That specification acts as the contract the AI works to, and a named person signs it off before code generation starts. Only then does the work move on to generation and finally release.

The checking happens as code is produced, not afterwards. Each AI-generated change is scanned, validated and linked to a decision, and the people checking it receive a summary of what changed and why instead of having to pick through raw output. AI can draft the work, but only a person can approve a release; there is no route for software to ship on its own.

Work is also sorted by risk before it begins. Throwaway experiments that never reach customers get light checks. Small, easily reversed changes need a signed-off plan and one review. Everyday feature work gets full plan sign-off and a dedicated code review. Anything that touches money, user access or regulated data is treated as high risk, with the most people checking it, the most testing and the closest monitoring after release. The method is not tied to one AI provider, so switching models is a configuration change rather than a rebuild.

Workshop, pilot and scale

Engagements move in three stages, and a client only commits to the next one when the current one has proved its worth. The first is a fixed-price workshop: three sessions with Cleverbit's engineering leadership that map where delivery stands today, put a euro figure on the cost of doing nothing, and produce a costed plan with risks and mitigations set out. The client also comes away with a presentation ready for its board.

During the workshop the team works through six areas: how user stories are written and what a wrong requirement costs; which AI agents are approved and what they can access; what the build pipeline runs on every merge; whether the codebase is safe for an agent to build and test; who holds each role and whether they have the time; and the worst case, including how quickly it would be spotted and where Cleverbit's responsibility ends.

The second stage is a pilot on one real but contained project picked during the workshop, led by a champion inside the client's team. It ends with a working agentic setup in the client's own environment, at least one feature delivered through it, before-and-after figures measured against the client's baseline, and a group of in-house engineers who have seen the approach work.

The third stage is scale. Cleverbit's engineers embed with the client's teams and roll out the governed system one team at a time, with enforcement and sign-off points in every pipeline, shared metrics and coaching until the client's own engineers can run it without help. Avoiding lock-in is a stated aim of the whole method.

Fully managed development teams

Separately from the agentic work, Cleverbit designs and runs dedicated development teams that operate as delivery partners rather than rented headcount. Engineers are recruited for accountability, curiosity and problem-solving as well as technical skill, they work only on the client's roadmap, and they are trained to use AI with proper guardrails.

Every team has a team leader who is accountable for the client relationship, delivery goals and team performance. Cleverbit takes responsibility for the whole development life cycle, from discovery through delivery, with regular sprints, demos and metrics so the client can see progress. Performance is judged on outcomes such as speed, quality and stability, not hours logged or tickets closed, and documentation and shared knowledge are built in so that no single person becomes a weak point.

The process starts with a free consultation to understand the business, its technical challenges and its people, followed by a pilot team under an experienced lead. If the pilot works, the team grows, with Cleverbit handling recruitment so new members fit the existing setup.

A team you can eventually own

One feature that sets Cleverbit apart from conventional outsourcing is its optional Special Purpose Vehicle, or SPV, model. Once a client's engineering unit reaches around 6 to 10 people, Cleverbit recommends placing it in a separate SPV that it sets up and manages for the client. The client's intellectual property is protected from the first day, and the SPV adds a clean legal structure that makes any later handover of people, knowledge and operations straightforward.

From there the choice belongs to the client: keep working with Cleverbit for the long term, keep it on to manage the team, or buy the team out and take it in-house. The point is that a business can build a high-performing unit without being tied to its supplier.

Sectors, research and resources

Cleverbit concentrates on complex, regulated industries where an unchecked AI decision could cause serious harm. It has particular experience in banking, fintech, RegTech, iGaming, enterprise SaaS and big data, and it also works in health tech, retail and logistics. Readers new to these sectors on the island can find background in our guides to iGaming companies in Malta and the wider Malta financial services sector.

For retailers, the team turns scanning, point-of-sale and warehouse data into dashboards built around key performance indicators. For businesses with older systems, it improves what is already running without downtime, delivering changes in short, visible steps.

A dedicated research and development team works only on the methods and tools behind the agentic SDLC, and builds its own tooling where it finds gaps. Free resources include an Agentic SDLC Field Guide written by its CTO and AI solutions engineer, along with a High-Performance Team Playbook, case studies and a regular webinar on agentic software development.

Getting in touch with Cleverbit

Cleverbit is listed in San Ġwann, a short drive from Sliema, so anyone coming over to meet technology firms in the area will find plenty of hotels in Sliema and St Julian's close by. Our directory also includes other technology businesses, such as 4Sight Group for IT and digital transformation and 9H for AI solutions and digital marketing, if you want to compare approaches.

UK founders planning to base themselves or a company on the island can start with our guide to relocating to Malta, and our featured partner CLA Malta for company and tax services can help with the corporate side. Apart from the fixed-price first workshop, Cleverbit does not publish fees, so the best first step is a short description of where your team is with AI-assisted development or what kind of team you need. Use the VisitMalta.co.uk enquiry form on this page and we will pass your message to Cleverbit, who will reply to you directly.