Conclusive Engineering vs WebbyLab: full comparison for 2026
Quick verdict
Conclusive Engineering (4.3/5) edges ahead of WebbyLab (4.0/5) overall. Conclusive Engineering is the better choice for design-phase consulting that can convert into in-house hardware and firmware development. WebbyLab is the stronger option for full-stack architecture advisory spanning hardware, firmware, and the connected application layer. 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 | 4.3 / 5 | 4.0 / 5 |
| Primary differentiator | Nordic Semiconductor and Texas Instruments partner status backing a distinct design-phase consulting offering | Full-cycle advisory scope from hardware selection through firmware and the connected application layer under one team |
| Pricing model | Design-phase consulting, project-based engineering engagements | Project-based full-cycle IoT consulting engagements |
| Min. engagement | Not published | Not published |
| Primary tech stack | FreeRTOS, Embedded Linux, FreeBSD | 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 in Katowice, Poland by Jakub Klama and Wojciech Kloska, with a team most sources place between 30 and 50 engineers. Its design-phase consulting service exists as a distinct offering from its full embedded systems build capability, covering microcontroller and FPGA-based architecture decisions before a client commits to hardware and firmware development, with listed partner status at Nordic Semiconductor and Texas Instruments backing chip-selection advisory. Automotive and healthcare clients requiring ISO 26262 and IEC 61508 alignment give the consulting practice regulated-industry credibility beyond a general embedded advisory pitch.
WebbyLab
WebbyLab was founded in 2011 by Anton Morozov and Viktor Turskyi and operates from Kyiv and London with more than 120 engineers across hardware, firmware, and software disciplines. The firm's full-cycle framing means architecture advisory runs from hardware selection through firmware and the cloud or mobile application layer, with IoT and embedded systems named as a core specialty and Fortune 500 clients cited among its customer base. That framing fits a buyer whose consulting question spans the whole connected-device stack, not firmware in isolation.
Services and capabilities: Conclusive Engineering vs WebbyLab
| Capability | Conclusive Engineering | WebbyLab |
|---|---|---|
| Architecture review | ✓ | ✓ |
| Feasibility assessment | ✓ | ✗ |
| Functional safety consulting | ✓ | ✗ |
| Technical training | ✗ | ✗ |
| Expert-witness services | ✗ | ✗ |
| Hardware co-design | ✓ | ✓ |
| Medical device firmware | ✗ | ✗ |
| IoT connectivity | ✗ | ✓ |
| Staff augmentation | ✗ | ✗ |
Tech stack comparison: Conclusive Engineering vs WebbyLab
| Framework / platform | Conclusive Engineering | WebbyLab |
|---|---|---|
| C | ✓ | ✓ |
| C++ | ✓ | ✓ |
| RTOS | ✓ | N/A |
| ISO 26262 | N/A | N/A |
| IEC 61508 | N/A | N/A |
| MISRA C | N/A | N/A |
| FPGA | ✓ | N/A |
| Embedded Linux | ✓ | N/A |
| PCB Design | N/A | N/A |
Pricing comparison: Conclusive Engineering vs WebbyLab
| Criterion | Conclusive Engineering | WebbyLab |
|---|---|---|
| Minimum engagement | Not published | Not published |
| Engagement models | Design-phase consulting, Project-based engineering | 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 | Design-phase architecture consulting before committing to a full firmware build, ISO 26262 or IEC 61508 alignment review for an automotive or industrial program | Whole-stack architecture advisory from hardware selection through the cloud application layer, IoT product feasibility assessment requiring cloud integration |
| Typical project type | Design-phase consulting | Project-based full-cycle development |
Conclusive Engineering vs WebbyLab: pros and cons
| Conclusive Engineering | |
|---|---|
| + | Design-phase consulting is offered as a distinct engagement, not only as a sales funnel into a locked-in build contract |
| + | Nordic Semiconductor and Texas Instruments partner status gives chip-selection advisory direct vendor-level backing |
| + | ISO 26262 and IEC 61508 alignment experience suits regulated-industry architecture consulting specifically |
| + | In-house PCB and hardware design capability means an architecture recommendation can be validated by the same team that made it |
| - | Team size estimates vary between roughly 30 and 50 engineers depending on source |
| - | 7 years of operating history is shorter than several other consulting-focused firms on this list |
| - | No published consulting rate or minimum engagement threshold |
| WebbyLab | |
|---|---|
| + | Full-cycle advisory scope from hardware selection through the connected application layer suits whole-stack architecture questions |
| + | 120-plus engineers gives more concurrent-program capacity than most boutique advisory firms |
| + | Fortune 500 client relationships indicate prior experience with large-organization procurement and advisory processes |
| + | 14 years of operating history under its original two founders |
| - | IoT and embedded is one specialty alongside fintech and e-commerce work, not the firm's sole advisory 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: design-phase architecture consulting before committing to a full firmware build.
Nordic Semiconductor and Texas Instruments partner status backing a distinct design-phase consulting offering. Minimum engagement is not publicly disclosed. Works best with clients in Automotive, Healthcare, Industrial, Manufacturing.
Who should choose WebbyLab?
A typical fit: whole-stack architecture advisory from hardware selection through the cloud application layer.
Full-cycle advisory scope 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 |
|---|---|---|---|
| Design-phase architecture consulting before committing to a full firmware build | Strong | Limited | Conclusive Engineering |
| ISO 26262 or IEC 61508 alignment review for an automotive or industrial program | Strong | Strong | Both equally |
| Whole-stack architecture advisory from hardware selection through the cloud application layer | Limited | Strong | WebbyLab |
| IoT product feasibility assessment requiring cloud integration | Limited | Strong | WebbyLab |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Conclusive Engineering vs WebbyLab
Conclusive Engineering (4.3/5) is the stronger overall choice for most Firmware Consulting projects. Nordic Semiconductor and Texas Instruments partner status backing a distinct design-phase consulting offering.
WebbyLab (4.0/5) is worth a look if you need IoT product feasibility assessment 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 (4.3/5) scores higher overall, but "better" depends on your use case. Conclusive Engineering's strongest advantage: design-phase consulting is offered as a distinct engagement, not only as a sales funnel into a locked-in build contract. WebbyLab's strongest advantage: full-cycle advisory scope from hardware selection through the connected application layer suits whole-stack architecture questions.
How do Conclusive Engineering and WebbyLab differ in pricing?
Conclusive Engineering uses design-phase consulting, project-based engineering engagements pricing. WebbyLab uses project-based full-cycle iot consulting 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 consultancy 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 backing a distinct design-phase consulting offering. WebbyLab's primary differentiator is: full-cycle advisory scope 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 consultancy before making a decision.