Atomic Robot

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

As Chief Data Officer at Zenith FinServ Ltd, a Media & Entertainment organisation in Bangalore, India, 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?

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?

Full AI & Machine Learning lifecycle — discovery, architecture, development across ten sprints, integration testing, performance validation, production deployment, and a four-week hypercare period. They also produced system documentation and ran structured knowledge transfer sessions for our team.

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

We had a fixed budget and a non-negotiable timeline. Several vendors told us it could not be done. These were the ones who said it could and explained clearly why. They turned out to be right.

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?

I used to chase status updates weekly on vendor engagements. This was the first time I did not have to. Updates came consistently, problems surfaced early, and the shared project board always reflected reality rather than optimism.

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?

Hard to isolate perfectly given other business variables, but the metrics attributable to the AI & Machine Learning work are meaningful — session time up, conversion up, error rate down, NPS for the digital channel improved by double digits. Account managers say it is coming up positively in client conversations for the first time.

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. 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.

Hanam Tech Solutions is a Agriculture business based in Incheon, South Korea. As Director of Platform, 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?

Compliance requirements in our Agriculture space changed and the deadline was set by our regulator, not by us. The Game Development 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?

Primarily Game Development, 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?

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?

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?

Communication was proactive and well-calibrated. Technical detail for the engineering audience, executive summaries for the steering group, and risks raised with proposed mitigations rather than just problem statements. The fortnightly sprint reviews kept our stakeholders informed without pulling them into every working session.

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?

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?

Absolutely. We are scoping a second engagement and I expect this to become a multi-year partnership. For anyone in the Agriculture space looking for serious Game 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 Gaming & Gambling company based in Munich, Germany. My role as Head of Product Management at Bayern Software KG 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 internal team was good but maxed out. The E-commerce 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?

Primarily E-commerce Development, 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?

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

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?

Communication was proactive and well-calibrated. Technical detail for the engineering audience, executive summaries for the steering group, and risks raised with proposed mitigations rather than just problem statements. The fortnightly sprint reviews kept our stakeholders informed without pulling them into every working session.

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?

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?

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. I would specifically recommend them for E-commerce Development 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.

As Director of Digital Health at Crestline Health Partners, a Information Technology organisation in Houston, TX, USA, 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 ERP 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 ERP 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?

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 ERP Development requirements better than the other vendors we evaluated.

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?

I used to chase status updates weekly on vendor engagements. This was the first time I did not have to. Updates came consistently, problems surfaced early, and the shared project board always reflected reality rather than optimism.

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

Yes. I had privately planned for a contingency given the integration complexity involved. None of it was needed. Final invoice came in within rounding of the approved budget and we launched on the agreed date. That outcome is less common than vendors would have you believe.

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?

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.