Groove Development, LLC

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

I am the Chief Product Officer at Solaris Media Group, a Insurance company headquartered in Los Angeles, CA, USA. 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?

Compliance requirements in our Insurance space changed and the deadline was set by our regulator, not by us. The Data & Analytics 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?

End-to-end Data & Analytics delivery with particular focus on the data migration and integration workstreams, which carried the highest project risk. A dedicated QA resource was embedded throughout development and they left us with a proper operations runbook at handover.

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

We had been through a failed engagement the year before and took vendor selection seriously this time. We asked specific questions about how they handle scope change, estimate work, and communicate problems. The answers were consistent across everyone we spoke to, which suggested the process was real rather than sales-trained.

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

Thoroughly. The requirements document they produced was detailed enough that our QA team used it directly to write acceptance criteria. Every story had a defined business outcome attached. Nothing was left to interpretation, which paid dividends all the way through to testing.

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. 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?

Five months post-launch: zero P1 incidents, Core Web Vitals in the green, and two enterprise clients who had been citing platform limitations in renewal conversations have since renewed without raising the issue. The system is doing what we needed it to do.

What did you like most about working with this company?

Team continuity. The engineers who ran the discovery sessions built the system. That consistency over a five-month engagement is valuable in ways that are hard to articulate until you have worked on projects where it was absent. Every conversation built on the previous ones.

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.

As Chief Technology Officer at Windmill Tech BV, a Insurance organisation in Amsterdam, Netherlands, I manage technology investment and delivery outcomes. We make commercial decisions about technology — every project needs a credible case before it gets approved.

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

Honestly, we had been deferring this IoT Development investment for eighteen months. User feedback had been consistent and our conversion data confirmed the impact. We eventually ran out of reasons to delay.

What services did the company provide for your project?

End-to-end IoT Development delivery with particular focus on the data migration and integration workstreams, which carried the highest project risk. A dedicated QA resource was embedded throughout development and they left us with a proper operations runbook at handover.

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 IoT Development approach was the most specific and evidenced — actual Insurance reference cases, not generic slides. The reference calls confirmed what the proposal described.

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

Thoroughly. The requirements document they produced was detailed enough that our QA team used it directly to write acceptance criteria. Every story had a defined business outcome attached. Nothing was left to interpretation, which paid dividends all the way through to testing.

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?

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?

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?

Absolutely. We are scoping a second engagement and I expect this to become a multi-year partnership. For anyone in the Insurance space looking for serious IoT Development delivery, I would put them at the top of the evaluation list.

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

Saudi Cloud Holdings is a Travel & Hospitality business based in Riyadh, Saudi Arabia. As Director 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?

We had a clear product vision for our next growth phase in the Travel & Hospitality market but the Embedded Systems Development expertise we needed was not something we could recruit for on our timeline. An external specialist was the pragmatic answer.

What services did the company provide for your project?

Embedded Systems 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 Embedded Systems Development requirements better than the other vendors we evaluated.

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

Thoroughly. The requirements document they produced was detailed enough that our QA team used it directly to write acceptance criteria. Every story had a defined business outcome attached. Nothing was left to interpretation, which paid dividends all the way through to testing.

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 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?

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?

Absolutely. We are scoping a second engagement and I expect this to become a multi-year partnership. For anyone in the Travel & Hospitality space looking for serious Embedded Systems Development delivery, I would put them at the top of the evaluation list.

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

We are a Energy & Utilities company based in Kraków, Poland. My role as Engineering Manager at Kraków Digital Sp zoo 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?

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?

The core engagement was Data & Analytics delivery. During discovery they also provided technical consultancy that materially improved our requirements — things we would not have caught until development if they had not raised them. They also took ownership of the third-party integrations that had caused problems in previous projects.

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 Data & Analytics approach was the most specific and evidenced — actual Energy & Utilities reference cases, not generic slides. The reference calls confirmed what the proposal described.

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?

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 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?

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?

Honestly, the quality of the questions they asked. It sounds simple but good questions at the start of a project make everything easier. Their discovery process was better than any briefing our internal team would have run independently.

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 Data & Analytics partner in the Energy & Utilities 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.

We are a Telecommunications company based in Lyon, France. My role as Co-Founder & CTO at TechLyon SAS 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?

Honestly, we had been deferring this IoT Development investment for eighteen months. User feedback had been consistent and our conversion data confirmed the impact. We eventually ran out of reasons to delay.

What services did the company provide for your project?

The stated scope was IoT Development delivery. In practice they also contributed to product strategy conversations, flagged gaps in our requirements, and produced integration documentation that our partner vendors later told us was unusually thorough.

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 IoT Development approach was the most specific and evidenced — actual Telecommunications 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?

Very strong on the async side, which mattered given the time difference between Lyon, France 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. 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?

Five months post-launch: zero P1 incidents, Core Web Vitals in the green, and two enterprise clients who had been citing platform limitations in renewal conversations have since renewed without raising the issue. The system is doing what we needed it to do.

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, without reservation. I have already referred two peers in the Telecommunications sector who were facing similar IoT Development challenges. I gave those referrals confidently because I know the experience I described was not a one-off — it reflects how they work.