Conclusive Engineering vs WebbyLab: full comparison for 2026
Quick verdict
Conclusive Engineering (4.5/5) edges ahead of WebbyLab (4.3/5) overall. Conclusive Engineering is the better choice for automotive and healthcare firmware needing ISO 26262 or IEC 61508 alignment. WebbyLab is the stronger option for full-cycle IoT programs spanning firmware, cloud, and mobile. The right choice depends on your project size, budget, and required tech stack.
Conclusive Engineering vs WebbyLab: head-to-head summary
| Criterion | Conclusive Engineering | WebbyLab |
|---|---|---|
| Founded | 2018 | 2011 |
| HQ | Katowice, Poland | Kyiv, Ukraine (also London, UK) |
| Team size | 30–50 | 120+ |
| Rating | 4.5 / 5 | 4.3 / 5 |
| Primary differentiator | Nordic Semiconductor and Texas Instruments partner status paired with FreeBSD depth most embedded firms don't carry | Full-cycle delivery from hardware selection through firmware and the connected application layer under one team |
| Pricing model | Project-based engineering engagements | Project-based full-cycle IoT engagements |
| Min. engagement | Not published | Not published |
| Primary tech stack | MISRA C, FreeRTOS, Embedded Linux | C, C++, IoT Connectivity Protocols |
| Industries served | Automotive, Healthcare, Industrial, Manufacturing | IoT hardware products, Fintech, E-commerce |
Conclusive Engineering vs WebbyLab: overview
Conclusive Engineering
Conclusive Engineering was founded in 2018 by Jakub Klama and Wojciech Kloska in Katowice, Poland, and has grown to a team most sources place between 30 and 50 engineers. The company works across the embedded stack, from bootloader and RTOS architecture through embedded Linux and FreeBSD systems, with named clients in automotive and healthcare where ISO 26262 and IEC 61508 alignment matters. It is also a listed Nordic Semiconductor and Texas Instruments partner, giving it direct access to chip-level support on those platforms rather than working purely from public datasheets.
WebbyLab
WebbyLab was founded in 2011 by Anton Morozov and Viktor Turskyi and now operates from Kyiv and London with more than 120 engineers spanning hardware, firmware, and software disciplines. The firm describes itself as full-cycle, taking a connected-device project from hardware selection through firmware and the cloud or mobile application that talks to it, with IoT and embedded systems named as a core specialty alongside AI and blockchain work. Fortune 500 clients are cited among its customer base, though specific project names are not detailed publicly.
Services and capabilities: Conclusive Engineering vs WebbyLab
| Capability | Conclusive Engineering | WebbyLab |
|---|---|---|
| RTOS firmware development | ✓ | ✓ |
| Bare-metal & driver development | ✓ | ✓ |
| Secure boot / OTA firmware updates | ✗ | ✗ |
| MCU & platform migration | ✗ | ✗ |
| Connectivity & IoT protocols | ✗ | ✓ |
| Functional safety / compliance | ✓ | ✗ |
| Embedded AI / on-device inference | ✗ | ✗ |
| Firmware GUI development | ✗ | ✗ |
| Hardware co-design / board bring-up | ✗ | ✓ |
| Staff augmentation | ✗ | ✗ |
Tech stack comparison: Conclusive Engineering vs WebbyLab
| Framework / platform | Conclusive Engineering | WebbyLab |
|---|---|---|
| FreeRTOS | ✓ | N/A |
| Zephyr | N/A | N/A |
| STM32 | N/A | N/A |
| ARM Cortex-M | ✓ | N/A |
| Embedded Linux | ✓ | N/A |
| BLE | N/A | N/A |
| MISRA | ✓ | N/A |
| Secure Boot | N/A | N/A |
| AWS IoT | N/A | N/A |
| RISC-V | N/A | N/A |
Pricing comparison: Conclusive Engineering vs WebbyLab
| Criterion | Conclusive Engineering | WebbyLab |
|---|---|---|
| Minimum engagement | Not published | Not published |
| Engagement models | Project-based engineering, Design-phase consulting | Project-based full-cycle development |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Conclusive Engineering vs WebbyLab
| Dimension | Conclusive Engineering | WebbyLab |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Automotive, Healthcare, Industrial | IoT hardware products, Fintech, E-commerce |
| Best use cases | Bootloader and RTOS architecture for a new automotive control module, FreeBSD-based embedded Linux system for an industrial gateway | Full-cycle IoT product from hardware selection through firmware and its companion mobile app, Embedded firmware for a connected device requiring cloud integration |
| Typical project type | Project-based engineering | Project-based full-cycle development |
Conclusive Engineering vs WebbyLab: pros and cons
| Conclusive Engineering | |
|---|---|
| + | Nordic Semiconductor and Texas Instruments partner listings give direct chip-vendor support channels rather than public-datasheet-only development |
| + | FreeBSD expertise is uncommon among firmware vendors, most of whom default to Linux or bare-metal only |
| + | ISO 26262 and IEC 61508 alignment work suits safety-relevant automotive and industrial clients |
| + | Founder-led team formed specifically around embedded systems rather than growing out of a general software house |
| - | Team size estimates vary by source between roughly 30 and 50 people, capping concurrent large-program capacity |
| - | Founded in 2018, so its public track record is shorter than firms with 15 to 25 years of delivery history |
| - | No published pricing or minimum engagement threshold |
| WebbyLab | |
|---|---|
| + | Full-cycle scope covering hardware, firmware, and the connected cloud or mobile application reduces the number of vendors a client needs to coordinate |
| + | 120-plus engineers gives more concurrent-program capacity than most boutique firmware consultancies |
| + | 14 years of operating history under its original two founders |
| + | Fortune 500 client relationships are cited, indicating capacity for large-organization procurement processes |
| - | IoT and embedded is one specialty alongside AI, blockchain, fintech, and e-commerce work, not the company's sole focus |
| - | Specific named case studies with verifiable project details are limited in public materials |
| - | No published pricing or minimum engagement threshold |
Who should choose Conclusive Engineering?
A typical fit: bootloader and RTOS architecture for a new automotive control module.
Nordic Semiconductor and Texas Instruments partner status paired with FreeBSD depth most embedded firms don't carry. Minimum engagement is not publicly disclosed. Works best with clients in Automotive, Healthcare, Industrial, Manufacturing.
Who should choose WebbyLab?
A typical fit: full-cycle IoT product from hardware selection through firmware and its companion mobile app.
Full-cycle delivery from hardware selection through firmware and the connected application layer under one team. Minimum engagement is not publicly disclosed. Works best with clients in IoT hardware products, Fintech, E-commerce.
Decision matrix: Conclusive Engineering vs WebbyLab
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Both offer fixed-price models |
| You need a large dedicated team for an ongoing programme | Check each company's engagement model |
| Your budget is at the lower end | Compare: Conclusive Engineering (Not published) vs WebbyLab (Not published) |
| You need specialist depth in a specific vertical | Conclusive Engineering |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Conclusive Engineering |
Use case fit: Conclusive Engineering vs WebbyLab
| Use case | Conclusive Engineering fit | WebbyLab fit | Winner |
|---|---|---|---|
| Bootloader and RTOS architecture for a new automotive control module | Strong | Limited | Conclusive Engineering |
| FreeBSD-based embedded Linux system for an industrial gateway | Strong | Limited | Conclusive Engineering |
| Full-cycle IoT product from hardware selection through firmware and its companion mobile app | Limited | Strong | WebbyLab |
| Embedded firmware for a connected device requiring cloud integration | Strong | Strong | Both equally |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Conclusive Engineering vs WebbyLab
Conclusive Engineering (4.5/5) is the stronger overall choice for most Firmware Development projects. Nordic Semiconductor and Texas Instruments partner status paired with FreeBSD depth most embedded firms don't carry.
WebbyLab (4.3/5) is worth a look if you need embedded firmware for a connected device requiring cloud integration. If your situation matches that, WebbyLab is a competitive option.
Related comparisons
Conclusive Engineering vs WebbyLab FAQ
Is Conclusive Engineering better than WebbyLab?
Conclusive Engineering (4.5/5) scores higher overall, but "better" depends on your use case. Conclusive Engineering's strongest advantage: nordic Semiconductor and Texas Instruments partner listings give direct chip-vendor support channels rather than public-datasheet-only development. WebbyLab's strongest advantage: full-cycle scope covering hardware, firmware, and the connected cloud or mobile application reduces the number of vendors a client needs to coordinate.
How do Conclusive Engineering and WebbyLab differ in pricing?
Conclusive Engineering uses project-based engineering engagements pricing. WebbyLab uses project-based full-cycle iot engagements pricing. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Conclusive Engineering or WebbyLab?
Conclusive Engineering is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each company before shortlisting.
What are the main differences between Conclusive Engineering and WebbyLab?
Conclusive Engineering's primary differentiator is: nordic Semiconductor and Texas Instruments partner status paired with FreeBSD depth most embedded firms don't carry. WebbyLab's primary differentiator is: full-cycle delivery from hardware selection through firmware and the connected application layer under one team. They also differ in team size (30–50 vs 120+), minimum engagement (Not published vs Not published), and primary industries served (Automotive, Healthcare vs IoT hardware products, Fintech).
Verify all details directly with each company before making a decision.