AI Software LLC

Please describe your company, your role, and the industry you operate in.

Amazônia Digital Ltda is a Agriculture business based in São Paulo, Brazil. As VP of Technology, I own the technology strategy and vendor relationships. Every spending decision gets evaluated against a concrete business case — we do not invest in technology for its own sake.

What specific problem or business challenge led you to hire this company?

Our internal team was good but maxed out. The POS System Development work needed for this phase of the product required a depth of experience we did not have internally, and could not build in time.

What services did the company provide for your project?

POS System Development design and build, plus the performance testing that revealed an architecture concern we needed to address before launch. The testing investment paid for itself. They also handled the deployment pipeline and monitoring configuration, which our internal team had not budgeted time for.

Why did you choose this company over other providers you considered?

We shortlisted five vendors. Two were eliminated immediately based on the technical proposals. Of the remaining three, this team's POS System Development approach was the most specific and evidenced — actual Agriculture reference cases, not generic slides. The reference calls confirmed what the proposal described.

How clearly did the company understand your requirements and business goals?

The requirements process took longer than we expected but the thoroughness showed in the development phase — we had noticeably fewer mid-sprint clarifications and no major requirement changes that required rework.

How was your overall experience with their communication and project management?

Professional and efficient. The PM had a clear view of the critical path at all times and was transparent when anything threatened it. We made one significant scope change mid-project. It was handled through a proper change request, fairly priced, and absorbed without disrupting the delivery timeline.

Did the company deliver the project on time and within your expected budget?

Yes on both. There was one sprint where a third-party API dependency introduced a one-week slip. They flagged it three weeks before it became critical, presented two options, and we agreed on one that recovered the timeline within the same sprint. That kind of foresight is the difference between good and average project management.

What tangible results or business impact have you seen since the project was completed?

The ROI case we presented to the board was intentionally conservative. We are tracking to hit the payback point in under twelve months against an eighteen-month model. The efficiency gains have exceeded the forecast, partly because the data quality the new system produces enables decisions the previous one could not support.

What did you like most about working with this company?

The post-launch engagement. Some vendors treat go-live as the end of their obligation. This team treated it as a transition to a different kind of engagement. Hypercare was substantive, documentation was genuinely useful, and they checked in proactively at thirty and ninety days.

Would you recommend this company to others, and would you work with them again?

I already have. Three people in my network have used them based on my recommendation and all three have reported positively. That is the only endorsement that matters.

Please describe your company, your role, and the industry you operate in.

Munster Digital Ltd is a mid-size Fashion & Apparel business in Limerick, Ireland. I joined as Director of Product two years ago specifically to modernise how we build and buy technology. This engagement was part of that programme.

What specific problem or business challenge led you to hire this company?

Compliance requirements in our Fashion & Apparel space changed and the deadline was set by our regulator, not by us. The Industry-Specific Solutions work required was specialist enough that pulling our internal team off the product roadmap to do it was not an option.

What services did the company provide for your project?

Industry-Specific Solutions design and build, plus the performance testing that revealed an architecture concern we needed to address before launch. The testing investment paid for itself. They also handled the deployment pipeline and monitoring configuration, which our internal team had not budgeted time for.

Why did you choose this company over other providers you considered?

We shortlisted five vendors. Two were eliminated immediately based on the technical proposals. Of the remaining three, this team's Industry-Specific Solutions approach was the most specific and evidenced — actual Fashion & Apparel reference cases, not generic slides. The reference calls confirmed what the proposal described.

How clearly did the company understand your requirements and business goals?

Extremely well — partly because they had enough Fashion & Apparel context to ask the right questions without us having to explain the basics. The functional spec translated our business requirements into technical language with a precision that meant the development phase had almost no clarification cycles.

How was your overall experience with their communication and project management?

The most structured project management I have experienced with an external vendor. Sprint planning was tight, acceptance criteria were specific, retrospectives were honest and acted on. The PM treated the risk register as an operational tool, not a compliance document. I never had to ask for a status update.

Did the company deliver the project on time and within your expected budget?

Yes on both. There was one sprint where a third-party API dependency introduced a one-week slip. They flagged it three weeks before it became critical, presented two options, and we agreed on one that recovered the timeline within the same sprint. That kind of foresight is the difference between good and average project management.

What tangible results or business impact have you seen since the project was completed?

We went live six weeks ago so it is early. The launch was clean, adoption is tracking ahead of plan, and the first client demo of the new platform generated a positive reaction we had not seen for the previous version. Ask me again in six months and I will have better numbers.

What did you like most about working with this company?

They kept the business objective visible throughout technical decision-making. I have worked with excellent engineers who lose the strategic thread as complexity increases. This team maintained a clear link between every architectural choice and the outcome we had agreed to achieve.

Would you recommend this company to others, and would you work with them again?

Yes. The value starts in the discovery phase — clients who invest time in that process will get the most out of the engagement. We did and it is evident in what was delivered.

Please describe your company, your role, and the industry you operate in.

We are a Financial Services company based in Rome, Italy. My role as Product Manager at Colosseum Digital Srl means I sit at the intersection of business goals and technical delivery — which means I care a lot about vendors who can translate between both.

What specific problem or business challenge led you to hire this company?

A competitor move accelerated our timeline by six months. A Data & Analytics investment that had been planned for next year suddenly needed to happen now. Internal build was not viable — we needed to find the right external team quickly.

What services did the company provide for your project?

Primarily Data & Analytics, with QA and solution architecture included in scope. They owned the build end-to-end from requirements through to go-live, including three existing system integrations. Not needing to coordinate separate QA or architecture vendors was genuinely valuable.

Why did you choose this company over other providers you considered?

A peer in the Financial Services sector had used them for a similar Data & Analytics engagement and recommended them without qualification. Our own due diligence confirmed the picture they described. The combination of domain knowledge and delivery track record made the decision straightforward.

How clearly did the company understand your requirements and business goals?

The requirements process took longer than we expected but the thoroughness showed in the development phase — we had noticeably fewer mid-sprint clarifications and no major requirement changes that required rework.

How was your overall experience with their communication and project management?

Professional and efficient. The PM had a clear view of the critical path at all times and was transparent when anything threatened it. We made one significant scope change mid-project. It was handled through a proper change request, fairly priced, and absorbed without disrupting the delivery timeline.

Did the company deliver the project on time and within your expected budget?

On time. Budget was within the approved ceiling, including one scope addition we introduced mid-project that was quoted fairly and handled in parallel without affecting the main delivery stream. No surprises at invoice stage.

What tangible results or business impact have you seen since the project was completed?

Biggest impact: our internal team is no longer spending three days a week maintaining a platform they hated working with. That productivity is now going into building. The platform change was as much about our engineering team's quality of life as it was about the end user.

What did you like most about working with this company?

The directness. When our requirements were unclear, they said so. When our priorities were contradictory, they explained why. When a technical approach we assumed was right had significant downsides, they told us before we committed. That kind of honesty is what I actually want from a technology partner.

Would you recommend this company to others, and would you work with them again?

Yes. I would specifically recommend them for Data & Analytics projects where getting the requirements right at the start is critical. That is where they earn their fees — and the downstream delivery reflects it.

Please describe your company, your role, and the industry you operate in.

Cerrado Tech SA is a Travel & Hospitality business based in Brasília, Brazil. As Chief Digital Officer, I own the technology strategy and vendor relationships. Every spending decision gets evaluated against a concrete business case — we do not invest in technology for its own sake.

What specific problem or business challenge led you to hire this company?

Our previous vendor had left us with three years of accumulated technical debt. Delivery velocity had dropped to maybe a third of what it should have been. We needed new engineering eyes and a structured plan to dig out.

What services did the company provide for your project?

Low-Code / No-Code Development design and build, plus the performance testing that revealed an architecture concern we needed to address before launch. The testing investment paid for itself. They also handled the deployment pipeline and monitoring configuration, which our internal team had not budgeted time for.

Why did you choose this company over other providers you considered?

Referral from someone whose technical judgment I trust. The due diligence we ran confirmed what we had been told. The proposal stage was also notably more thorough than the alternatives — they clearly understood the Low-Code / No-Code Development requirements better than the other vendors we evaluated.

How clearly did the company understand your requirements and business goals?

Honestly, better than we understood them ourselves going in. The workshops they ran surfaced assumptions we had not examined and caught three requirements that were in direct conflict with each other. Resolving those before development started saved us a significant amount of rework.

How was your overall experience with their communication and project management?

Good. The sprint cadence worked well for our team. Fortnightly reviews gave us the checkpoints we needed. The one friction point — time zone overlap — was resolved after the first sprint and did not reoccur.

Did the company deliver the project on time and within your expected budget?

Yes. The estimates they provided during scoping proved accurate throughout delivery, which is rare. Most vendor estimates start optimistic and drift. These did not.

What tangible results or business impact have you seen since the project was completed?

Biggest impact: our internal team is no longer spending three days a week maintaining a platform they hated working with. That productivity is now going into building. The platform change was as much about our engineering team's quality of life as it was about the end user.

What did you like most about working with this company?

The fact that problems surfaced upward before they became crises. I have worked on enough vendor engagements to know that the ability to manage upward — to raise bad news early rather than bury it — is genuinely rare. This team did it consistently.

Would you recommend this company to others, and would you work with them again?

Yes, with the caveat that they are not the cheapest option and they are selective about what they take on. If price is the primary criterion there are alternatives. If you want a Low-Code / No-Code Development partner in the Travel & Hospitality space who will actually deliver against a serious brief, this is the team.

Please describe your company, your role, and the industry you operate in.

I am the Head of Product Development at East Asia Commerce KK, a Financial Services company headquartered in Osaka, Japan. My role covers product, platform, and the vendor partnerships that support them. We had reached a point where our internal team could not execute our roadmap fast enough without outside help.

What specific problem or business challenge led you to hire this company?

Our Industry-Specific Solutions capability had become the bottleneck for everything. Feature requests, client requirements, internal initiatives — all of them were queuing behind a platform we had patched past its design limits. We needed a proper rebuild.

What services did the company provide for your project?

Industry-Specific Solutions design and build, plus the performance testing that revealed an architecture concern we needed to address before launch. The testing investment paid for itself. They also handled the deployment pipeline and monitoring configuration, which our internal team had not budgeted time for.

Why did you choose this company over other providers you considered?

A peer in the Financial Services sector had used them for a similar Industry-Specific Solutions engagement and recommended them without qualification. Our own due diligence confirmed the picture they described. The combination of domain knowledge and delivery track record made the decision straightforward.

How clearly did the company understand your requirements and business goals?

Well. They pushed back on areas where our requirements were vague or poorly thought through and helped us arrive at something more considered. That consultative approach during discovery is not universal and it made a real difference to the quality of what was built.

How was your overall experience with their communication and project management?

Very strong on the async side, which mattered given the time difference between Osaka, Japan and the delivery team. Written updates were specific and consistent, decisions got responses the same day, and nothing was dropped across a five-month engagement. That discipline is harder than it looks.

Did the company deliver the project on time and within your expected budget?

On time and on budget. The estimation accuracy was the part I found most impressive — they had broken the work down thoroughly enough during discovery that the forecast held throughout rather than drifting with every scope conversation. We had one change request, and it was for scope we had added ourselves.

What tangible results or business impact have you seen since the project was completed?

Four months live. User adoption exceeded our first-month target by around 20%. Support volume is down. Features we had deferred for years because the old architecture made them too expensive to build are now in active development. The platform opened our roadmap.

What did you like most about working with this company?

The post-launch engagement. Some vendors treat go-live as the end of their obligation. This team treated it as a transition to a different kind of engagement. Hypercare was substantive, documentation was genuinely useful, and they checked in proactively at thirty and ninety days.

Would you recommend this company to others, and would you work with them again?

Yes. I would specifically recommend them for Industry-Specific Solutions projects where getting the requirements right at the start is critical. That is where they earn their fees — and the downstream delivery reflects it.