Vizio AI vs hedgehog lab.
hedgehog lab fits an established UK organisation, often in financial services or the public sector, that wants a product studio with offices across the UK and a budget of $100,000 or more. Vizio AI fits a founder or smaller company that needs a first product, a dashboard or an automation, starting from a $5,000 minimum project.
Which one fits.
Pick Vizio AI if
- Your first budget sits well below hedgehog lab's $100,000 Clutch minimum; Vizio AI's is $5,000, at $50 to $99 an hour.
- You need investment or operations reporting, like the real-time dashboard Vizio AI built for a UK commodities trading firm.
- You have a stalled codebase, no-code build or AI-built app and want it reviewed and finished instead of rebuilt.
- You run a bank, insurer or public body and want a studio whose client stories include AJ Bell, Hiscox UK and Newcastle City Council.
- You want a long-term embedded team that runs, supports and grows the product after launch, from a studio founded in 2007.
- You want UK offices close by, a B Corp supplier, and a record of 4.8 from 82 Clutch reviews.
Vizio AI and hedgehog lab, compared.
services where Vizio AI goes further than hedgehog lab
smallest Vizio AI project
product, data and growth in one team
The firms.
| Vizio AI | hedgehog lab | |
|---|---|---|
| Istanbul, Türkiye | Newcastle upon Tyne, England | |
| Remote, working with clients in the US, UK, EU and Middle East | Offices in Newcastle, Leeds, Edinburgh and London, and in Sofia, Bulgaria | |
| 2021 | 2007 | |
| 10 to 49 | 50 to 249 | |
| Building products, connecting data and automating operations, and growth systems, in three studios | AI-native product strategy, design, engineering and delivery for regulated industries | |
| Validation Sprint, Free Data Assessment, Free Growth Audit, or a review of an existing build | Discover: product strategy, research, prototyping, and data and AI strategy | |
| Not published | Not stated publicly | |
| $5,000 | $100,000+ | |
| 4.4 from 15 reviews | 4.8 from 82 reviews |
What each one sells.
| Vizio AI | hedgehog lab | |
|---|---|---|
| Leads with it | Offered | |
| Leads with it | Leads with it | |
| Offered | Leads with it | |
| Leads with it | Not offered | |
| Leads with it | Offered | |
| Offered | Not offered | |
| Offered | Not offered | |
| Not offered | Offered | |
| Offered | Offered | |
| Offered | Leads with it |
How they differ.
Entry size and rate
Clutch lists hedgehog lab at $100 to $149 an hour with a $100,000 minimum project, and Vizio AI at $50 to $99 an hour with a $5,000 minimum. Neither firm publishes prices on its own site. The minimum says a lot about who each firm is set up for: Clutch puts 55% of hedgehog lab's clients in the enterprise band and 5% in small business. A founder testing an idea will usually start smaller with Vizio AI; a bank funding a multi-year platform will find hedgehog lab sized for it.
Track record in regulated sectors
hedgehog lab says it has a twenty-year track record of shipping products into regulated industries, and shows client stories for Deliveroo, AJ Bell, Hiscox UK and Newcastle City Council. Its site carries B Corp and Crown Commercial Service supplier badges, which count with UK public buyers. Vizio AI's products and dashboards have served law firms, nonprofits and a UK commodities trading firm, but it has no comparable record with banks, insurers or councils. If supplier checks and sector references decide the shortlist, hedgehog lab is ahead.
How each firm organises the work
hedgehog lab sells three stages: Discover for strategy, research and prototyping, Launch for product builds, cloud migration and modernisation, and Run for managed products, support and managed teams. Launch also covers capability building and a talent pipeline for the client's own staff. Vizio AI organises by the job instead: a Venture Studio for MVPs and apps, a DX Studio for data platforms, BI dashboards and automation, and a Growth Studio for acquisition systems. If you want one partner to run a product with you for years, hedgehog lab's model is built for that.
Review record
hedgehog lab holds 4.8 from 82 Clutch reviews. Vizio AI holds 4.4 from 15, and its two 1.0 reviews, both on e-commerce builds, describe missed milestones and no proper handover. hedgehog lab has the longer and steadier public record, and a buyer should weigh that. Vizio AI's 5.0 reviews include several MVP builds and a law firm's analytics work. Ask Vizio AI for references from projects like yours and what it changed after the low scores.
Questions to ask both.
Who will work on our product each week, and what share of their time is that?
What is the smallest first phase you would take on, and what do we have at the end of it?
Can we speak to a client in our sector whose project ran late, and hear how you handled it?
Who owns the code, designs and cloud accounts, and how does handover work if we part ways?
Vizio AI work behind this page.
FAQs.
Sources.
Published by Vizio AI, one of the two firms compared; not an independent review. Last updated November 2026: facts about hedgehog lab come from these pages, read on 13 Nov 2026. Something out of date? Tell us.
Infinum fits an established brand or regulated business that wants a large design and engineering partner for mobile, web, IoT or AI platforms, at $150 to $199 an hour and $50,000 or more. Vizio AI fits a founder or smaller company that needs a first product, a dashboard or an automation from a $5,000 minimum.
The Software House fits a CTO at a scale-up or enterprise who needs senior engineers fast, a platform modernised or AI built into a product, with $25,000 or more to spend. Vizio AI fits a founder or small company that needs a first product, a BI dashboard or an automation from a $5,000 minimum project.
thoughtbot fits teams that want senior Rails and React engineers and designers to build a product and coach their own staff along the way, at a Clutch rate of $150 to $199 an hour. Vizio AI fits founders and small firms on a tighter budget who want the product plus dashboards or automation from one studio.
Netguru suits retail, marketplace and enterprise teams that want a large, certified European partner for commerce and AI platforms and can fund a project of $50,000 or more. Vizio AI suits founders and smaller companies that need an MVP, a BI dashboard or an automation from a $5,000 minimum, or an unfinished build completed.