About Computer Lab

It is a full-service dev shop focused on the development of data-driven apps. They publish writing and software informed by their consulting practice, and host events and residencies related to the domains where they work. They publish writing and software informed by their consulting practice and host performances. It is a good service provider of Blockchain Solution.

Last updated May 13, 2026

Services

Web Development UI-UX Design Web Design Big Data Content Management System Cloud Solutions Blockchain Development

Industries Served

Information Technology Financial Services Real Estate Nonprofit & NGO Education Agriculture

Computer Lab Reviews

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End-to-end IoT solution with firmware, cloud, and dashboard that all actually talk to each other

Elliot Thorne / Managing Director, Tech - Redwood Capital Advisors
Verified
May 01, 2026

Project summary: Digital-first buyer behaviour had made our property search experience a genuine competitive liability. We needed it to match the quality of the portfolio it was representing.

We had worked with three agencies before this engagement. The comparison is not flattering to the others. What distinguished this team was a systematic approach to understanding the problem before proposing a solution — something that sounds obvious and is practiced far less often than it should be. The delivery phase ran to schedule, the codebase is clean enough that our internal engineers made positive comments during handover review, and we have not logged a critical incident in five months of live operation. We intend to use them for our next phase of work.

PROS

Clear and consistent communication adapted appropriately for both technical and non-technical stakeholders, shared tooling that gave our team real-time visibility, reliable sprint delivery throughout

CONS

Their discovery process is more rigorous than we were accustomed to and required more preparation from our side than we had initially allocated — but the quality of what followed justified every hour of it

4.5
Overall
4.5
Quality
5.0
Schedule
4.5
Cost
4.5
Communication
Project TypeIoT Development
IndustryReal Estate
Project Cost$500,000+
DurationJun 2025 – Apr 2026

Questions & Answers

Please describe your company, your role, and the industry you operate in.
Redwood Capital Advisors operates in the Real Estate sector with headquarters in San Francisco, USA. In my role as Managing Director, Tech I am accountable for the full technology agenda — infrastructure, product, and vendor relationships. We are a commercially driven organisation and every technology decision is evaluated against a clear business case before it is approved.
What specific problem or business challenge led you to hire this company?
We had a defined product vision for our next phase of growth in the Real Estate market but lacked the engineering depth internally to execute it. The IoT Development requirements in particular required specialist experience that we could not realistically recruit for on the timeline our business plan required.
What services did the company provide for your project?
The core engagement was IoT Development delivery, though their scope expanded to include technical consultancy during discovery that materially improved our requirements. They also took ownership of the third-party integration workstream that had been a coordination challenge in previous projects, removing that complexity from our internal team entirely.
Why did you choose this company over other providers you considered?
We had a failed engagement behind us and were more rigorous in our selection process as a result. We asked detailed questions about how they managed scope change, how they handled estimation, and how they communicated problems. The answers were specific, evidenced, and consistent across the team members we spoke to. That gave us confidence that the process was real rather than rehearsed.
How clearly did the company understand your requirements and business goals?
Thoroughly and precisely. The requirements document they produced was detailed enough that our QA team used it directly to write acceptance criteria. Every user story had a defined business objective attached. Nothing was left to interpretation. That discipline in the requirements phase paid dividends throughout development and testing.
How was your overall experience with their communication and project management?
Outstanding. The discipline around asynchronous communication was particularly effective given the time zones involved between San Francisco, USA and the delivery team. Written updates were specific and consistent, response times were same-day for anything that required a decision, and nothing fell through the cracks across a six-month engagement.
Did the company deliver the project on time and within your expected budget?
Yes to both. There was a single sprint where a dependency on a third-party API introduced a one-week delay. The team identified it three weeks in advance, presented two mitigation options, and we agreed on an approach that recovered the schedule within the same sprint cycle. That level of foresight is what separates good project management from reactive problem management.
What tangible results or business impact have you seen since the project was completed?
Quantifying the impact precisely is complicated by other variables in our business, but the metrics we can attribute directly to the IoT Development work are meaningful: session duration up, conversion rate up, error rate down, and our NPS for the digital touchpoint has improved by eleven points. Our account managers report that the new capability is coming up positively in client conversations.
What did you like most about working with this company?
The willingness to be direct. When our requirements were unclear they said so. When our priorities were contradictory they explained why. When a technical approach we had assumed was the right one turned out to have significant downsides, they told us before we had committed to it. That kind of intellectual honesty is what I look for in a long-term technology partner.
Would you recommend this company to others, and would you work with them again?
Yes, without reservation. I have already made two direct referrals within my Real Estate network — in both cases to peers facing IoT Development challenges similar to ours. I gave those referrals with confidence because I knew the experience I described was reproducible, not the result of exceptional circumstances on our engagement.

VR training that cut certification time and is genuinely preferred by our trainees

Clémentine Aubert / Head of Digital Products - Arc-en-Ciel Digital SAS
Verified
Jan 23, 2026

Project summary: The project had a board-facing delivery date tied to a strategic initiative. We needed a partner who would treat that date as their own, not ours.

Six months after go-live our platform is processing three times the transaction volume we specified in the original brief. The architecture choices made during discovery accommodated that growth without remediation work. That is the difference between a team that designs for what you tell them and a team that designs for what you are likely to need. We are in conversation about a Phase 2 engagement and I expect to be using this partnership for several years.

PROS

Commercially transparent throughout — no hidden assumptions, no bill shock at the end, change requests that were fair and clearly explained rather than used as a margin-recovery mechanism

CONS

Their insistence on a detailed functional specification before development began felt like friction at the time. In retrospect, it was the reason the development phase ran without the ambiguity that has derailed similar projects for us previously

4.0
Overall
4.5
Quality
4.0
Schedule
4.0
Cost
4.0
Communication
Project TypeAR/VR Development
IndustryAgriculture
Project Cost$50,000 to $149,999
DurationJul 2025 – Nov 2025

Questions & Answers

Please describe your company, your role, and the industry you operate in.
Arc-en-Ciel Digital SAS is an established Agriculture organisation headquartered in Bordeaux, France. My role as Head of Digital Products covers both strategic planning and operational technology delivery. We maintain high standards for our vendors because our clients hold us to high standards — a bar we expect our partners to meet.
What specific problem or business challenge led you to hire this company?
A competitive threat had accelerated our roadmap. We had planned a significant AR/VR Development investment for the following year. External pressure moved that timeline forward by six months and required us to find an external partner rather than attempting to build internally in the time available.
What services did the company provide for your project?
The core engagement was AR/VR Development delivery, though their scope expanded to include technical consultancy during discovery that materially improved our requirements. They also took ownership of the third-party integration workstream that had been a coordination challenge in previous projects, removing that complexity from our internal team entirely.
Why did you choose this company over other providers you considered?
We ran a structured shortlisting process across five vendors. The technical evaluation eliminated two immediately. Of the remaining three, this team's proposal was differentiated by the specificity of their AR/VR Development approach and the evidence base they provided — reference projects in Agriculture contexts, not generic case studies. The reference calls confirmed a track record that the proposal had described accurately.
How clearly did the company understand your requirements and business goals?
Comprehensively. The discovery phase they ran was more thorough than anything we had experienced with previous vendors. They challenged requirements that were vague or contradictory, proposed alternatives where our initial thinking was limiting, and produced a functional specification that our internal stakeholders agreed was the clearest articulation of the product they had seen written down.
How was your overall experience with their communication and project management?
The project management framework was the most structured I have experienced with an external vendor. Sprint planning was tight, acceptance criteria were specific, retrospectives were honest and acted on. The project manager treated the shared backlog as a live document and the risk register as an operational tool rather than a compliance artefact. I never had to ask for a status update.
Did the company deliver the project on time and within your expected budget?
On time and within the approved budget. The estimation accuracy was notable — they had broken the work down in sufficient detail during discovery that their forecast proved reliable throughout, rather than being a number that shifted with every change in scope. We received one change request and it was for scope we had introduced ourselves.
What tangible results or business impact have you seen since the project was completed?
Quantifying the impact precisely is complicated by other variables in our business, but the metrics we can attribute directly to the AR/VR Development work are meaningful: session duration up, conversion rate up, error rate down, and our NPS for the digital touchpoint has improved by eleven points. Our account managers report that the new capability is coming up positively in client conversations.
What did you like most about working with this company?
The willingness to be direct. When our requirements were unclear they said so. When our priorities were contradictory they explained why. When a technical approach we had assumed was the right one turned out to have significant downsides, they told us before we had committed to it. That kind of intellectual honesty is what I look for in a long-term technology partner.
Would you recommend this company to others, and would you work with them again?
Yes. I would add the context that this is not the cheapest option in the market and they are selective about the engagements they take on. If your primary criterion is price, there are alternatives. If you want a technology partner who can be trusted with a complex AR/VR Development programme in the Agriculture space and will deliver against a serious brief, this is the team.

Company Info

Founded 2016
Employees 10 - 49
Hourly Rate $150 - $199
Client Rating 4.2/5 (7 reviews)

Rating Breakdown

Quality
4.1
Schedule
4.4
Cost
4.3
Communication
4.3

FAQs

What makes Computer Lab worth considering over other options?
What tends to set Computer Lab apart usually comes down to some mix of technical depth, relevant industry experience, how clients describe working with them, their development approach, communication habits, and whether they can actually deliver something that scales. Founded in 2016, the company has built a track record of delivering projects across various industries.
Does Computer Lab actually build with AI, or just talk about it?
Plenty of modern software teams, Computer Lab included, now build real AI and machine learning features — chatbots, predictive models, computer vision, and automation that goes beyond simple rule-based scripts. For context, it has served clients in USA, and its average project cost is reported at $10000+.
What are the actual contract options if I want to work with Computer Lab?
Most companies structured like Computer Lab give you a choice between a fixed-price contract, a dedicated team arrangement, or time-and-materials billing, so you can pick whichever lines up with your budget and how well-defined your scope already is. For context, its listed capabilities span Big Data, Blockchain Development, Cloud Solutions, Content Management System and UI-UX Design, and it has served clients in USA.
Can I just hire developers from Computer Lab to sit alongside my own team?
Usually, yes — a dedicated developer arrangement is a common option with firms like Computer Lab, where you get engineers working exclusively on your project as an extension of your in-house team rather than as a separate outsourced unit. For context, its listed capabilities span Big Data, Blockchain Development, Cloud Solutions, Content Management System and UI-UX Design, and it has been operating since 2016.
What does Computer Lab's actual delivery process look like week to week?
Computer Lab generally runs something close to a standard structured process — requirements gathering, UI/UX design, development in agile sprints, QA testing along the way, deployment, and support once it's live. For context, its listed capabilities span Big Data, Blockchain Development, Cloud Solutions, Content Management System and UI-UX Design, and it has experience across industries such as Real Estate, Agriculture, Financial Services, Education, Information Technology and Nonprofit & NGO.
Has Computer Lab actually shipped a SaaS product before?
It's a common line of work for a company like Computer Lab — multi-tenant architecture, subscription billing hooked up properly, and cloud-native deployment built for a product meant to scale as a service rather than a one-off build. For context, its listed capabilities span Big Data, Blockchain Development, Cloud Solutions, Content Management System and UI-UX Design, and it has been operating since 2016.
Is Computer Lab more of an offshore setup or a local team?
That depends on where Computer Lab is based and who they primarily serve — some firms like this operate fully offshore, some are local-first, and plenty run a hybrid model that mixes both. For context, its listed capabilities span Big Data, Blockchain Development, Cloud Solutions, Content Management System and UI-UX Design, and its typical hourly rate is around $150 - $199.
Does Computer Lab only work locally, or take on clients elsewhere too?
Computer Lab isn't necessarily limited to one region and may take on clients across several countries, including USA, depending on market demand and business partnerships.
Will Computer Lab sign an NDA before we even discuss the project in detail?
Most professional shops, including Computer Lab, expect to sign a Non-Disclosure Agreement before getting into specifics — it's a fairly standard ask and a reasonable one to make before sharing anything sensitive. For context, it has experience across industries such as Real Estate, Agriculture, Financial Services, Education, Information Technology and Nonprofit & NGO, and its typical hourly rate is around $150 - $199.
Roughly how long does a project with Computer Lab take start to finish?
It depends heavily on scope. A lean MVP might be a matter of weeks, while a full enterprise system or a larger digital transformation project can stretch into months once you factor in development, testing, and deployment. With a team of 10 - 49 professionals, Computer Lab can scale resources based on project urgency.