Best ML Development Services

Cleveroad vs Intellias: full comparison for 2026

Last updated: July 2026

Quick verdict

Cleveroad (3.9/5) edges ahead of Intellias (3.7/5) overall. Cleveroad is the better choice for healthcare, logistics, and fintech companies wanting an Estonia-based full-stack development firm with an AI practice.. Intellias is the stronger option for automotive, mobility, and IoT companies wanting ML development from a firm with deep embedded-systems heritage.. The right choice depends on your project size, budget, and required tech stack.

Cleveroad vs Intellias: head-to-head summary

Criterion Cleveroad Intellias
Founded 2011 2002
HQ Tallinn, Estonia Sliema, Malta
Team size 51–200 2,961
Rating 3.9 / 5 3.7 / 5
Best for Healthcare, logistics, and fintech companies wanting an Estonia-based full-stack development firm with an AI practice. Automotive, mobility, and IoT companies wanting ML development from a firm with deep embedded-systems heritage.
Pricing model Project-based, dedicated team Time & materials, dedicated team
Min. engagement Not published Not published
Primary tech stack TensorFlow, OpenCV, Python Python, AWS, Azure
Industries served Healthcare, Logistics & Supply Chain, FinTech, Retail & E-commerce Automotive, Manufacturing, FinTech, Retail & E-commerce

Cleveroad vs Intellias: overview

Cleveroad

Cleveroad was founded in 2011 and is headquartered in Tallinn, Estonia, with an R&D center there and additional delivery staff across five countries. The company has built more than a decade of experience in healthcare, logistics, fintech, and retail, delivering web and mobile applications alongside AI/ML solutions and dedicated development teams. Cleveroad was named to the 2025 Clutch 1000 — placing it among the top 30 highest-rated B2B service providers globally on the platform — though reported employee counts vary between roughly 50 and 200.

Intellias

Intellias was founded in 2002 in Lviv, Ukraine by Michael Puzrakov and Vitaly Sedler and now lists its headquarters in Sliema, Malta, with a workforce exceeding 2,961 employees (some sources cite 3,000+). The company specializes in IoT, artificial intelligence, machine learning, big data, cloud computing, data science, and DevOps, and has been listed among top service providers by Clutch, IAOP, and the GSA UK Awards. Its automotive and mobility-sector heritage gives it particular depth in embedded/IoT-adjacent ML applications relative to more general-purpose AI consultancies.

Services and capabilities: Cleveroad vs Intellias

Capability Cleveroad Intellias
Custom ML Models
Computer Vision
NLP
MLOps
Generative AI
AI Consulting

Tech stack comparison: Cleveroad vs Intellias

Framework / platform Cleveroad Intellias
TensorFlow
PyTorch N/A N/A
AWS
Azure N/A
Google Cloud N/A N/A
LangChain N/A N/A
Hugging Face N/A N/A
Kubernetes N/A N/A

Pricing comparison: Cleveroad vs Intellias

Criterion Cleveroad Intellias
Minimum engagement Not published Not published
Engagement models Project-based, Dedicated team, Fixed project Dedicated team, Time & materials, Staff augmentation
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: Cleveroad vs Intellias

Dimension Cleveroad Intellias
Best company size Startup to mid-market Startup to mid-market
Best industries Healthcare, Logistics & Supply Chain, FinTech Automotive, Manufacturing, FinTech
Best use cases Healthcare or logistics company wants an AI feature built by a Clutch 1000-recognized full-stack development firm., Fintech startup needs both application development and ML modeling from a single Estonia-based vendor. Automotive or mobility company needs ML development from a firm with genuine embedded-systems and IoT heritage., Enterprise wants a vendor recognized by three independent bodies (Clutch, IAOP, GSA UK) rather than one.
Typical project type Project-based Dedicated team

Cleveroad vs Intellias: pros and cons

Cleveroad
+ 2025 Clutch 1000 placement (top 30 highest-rated global B2B providers) is a strong, independently verified distinction.
+ 13+ years of operating history (since 2011) with consistent focus on healthcare, logistics, and fintech verticals.
+ AI-assisted development services line reflects the firm keeping pace with modern AI-augmented delivery practices, not just AI as a client-facing product line.
- Employee-count sources conflict meaningfully (50 vs. 51–200), so confirm current AI-specific team size before contracting.
- AI/ML is one of several service lines (alongside general web/mobile development) rather than the firm's primary identity.
Intellias
+ 22+ years of operating history (since 2002) with founders still traceable to the company's Lviv origins.
+ 2,961-person workforce provides strong delivery capacity for large, multi-workstream enterprise programs.
+ Recognized among top service providers by Clutch, IAOP, and the GSA UK Awards — three independent bodies rather than one.
+ Automotive and IoT sector depth differentiates it from generalist ML consultancies for embedded/connected-device use cases.
- Legal headquarters in Sliema, Malta while founding and significant delivery capacity remains tied to Lviv, Ukraine — confirm contracting jurisdiction.
- At nearly 3,000 employees, AI/ML is one of several core specializations (IoT, big data, cloud, DevOps) rather than a standalone focus.

Who should choose Cleveroad?

Cleveroad is the right choice for healthcare, logistics, and fintech companies wanting an Estonia-based full-stack development firm with an AI practice..

Named to the 2025 Clutch 1000, placing it in the global top 30 highest-rated B2B service providers on the platform.. Minimum engagement starts at Not published. Works best with clients in Healthcare, Logistics & Supply Chain, FinTech, Retail & E-commerce.

Who should choose Intellias?

Intellias is the right choice for automotive, mobility, and IoT companies wanting ML development from a firm with deep embedded-systems heritage..

Strong automotive/mobility and IoT sector heritage, giving it differentiated depth in embedded and connected-device ML use cases.. Minimum engagement starts at Not published. Works best with clients in Automotive, Manufacturing, FinTech, Retail & E-commerce.

Decision matrix: Cleveroad vs Intellias

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Cleveroad
You need a large dedicated team for an ongoing programme Cleveroad
Your budget is at the lower end Compare: Cleveroad (Not published) vs Intellias (Not published)
You need specialist depth in a specific vertical Cleveroad
You need production MLOps support after model launch Both offer MLOps support
You need consulting before committing to a build Both may offer discovery engagements

Use case fit: Cleveroad vs Intellias

Use case Cleveroad fit Intellias fit Winner
Healthcare or logistics company wants an AI feature built by a Clutch 1000-recognized full-stack development firm. Strong Limited Cleveroad
Fintech startup needs both application development and ML modeling from a single Estonia-based vendor. Strong Limited Cleveroad
Automotive or mobility company needs ML development from a firm with genuine embedded-systems and IoT heritage. Limited Strong Intellias
Enterprise wants a vendor recognized by three independent bodies (Clutch, IAOP, GSA UK) rather than one. Limited Strong Intellias
Fixed-scope ML build Limited Limited Both equally
Ongoing model retraining Limited Limited Both equally

Verdict: Cleveroad vs Intellias

Cleveroad (3.9/5) is the stronger overall choice for most Machine Learning Development projects. Named to the 2025 Clutch 1000, placing it in the global top 30 highest-rated B2B service providers on the platform.. It is best for healthcare, logistics, and fintech companies wanting an Estonia-based full-stack development firm with an AI practice..

Intellias (3.7/5) is the better choice when automotive, mobility, and IoT companies wanting ML development from a firm with deep embedded-systems heritage.. If your situation matches those criteria, Intellias is a competitive option.

Related comparisons

Cleveroad vs Intellias FAQ

Is Cleveroad better than Intellias?

Cleveroad (3.9/5) scores higher overall, but "better" depends on your use case. Cleveroad is better for healthcare, logistics, and fintech companies wanting an Estonia-based full-stack development firm with an AI practice.. Intellias is better for automotive, mobility, and IoT companies wanting ML development from a firm with deep embedded-systems heritage..

How do Cleveroad and Intellias differ in pricing?

Cleveroad uses project-based, dedicated team pricing with a minimum engagement of Not published. Intellias uses time & materials, dedicated team pricing with a minimum engagement of Not published. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Cleveroad or Intellias?

Cleveroad 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 Cleveroad and Intellias?

Cleveroad's primary differentiator is: named to the 2025 clutch 1000, placing it in the global top 30 highest-rated b2b service providers on the platform.. Intellias's primary differentiator is: strong automotive/mobility and iot sector heritage, giving it differentiated depth in embedded and connected-device ml use cases.. They also differ in team size (51–200 vs 2,961), minimum engagement (Not published vs Not published), and primary industries served (Healthcare, Logistics & Supply Chain vs Automotive, Manufacturing).

Last reviewed: July 2026. Verify all details directly with each company before making a decision.