Best Machine Learning Development Agencies

MobiDev vs Intellectsoft: full comparison for 2026

Last updated: July 2026

Quick verdict

MobiDev (4.2/5) edges ahead of Intellectsoft (4.0/5) overall. MobiDev is the better choice for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record.. Intellectsoft is the stronger option for enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history.. The right choice depends on your project size, budget, and required tech stack.

MobiDev vs Intellectsoft: head-to-head summary

Criterion MobiDev Intellectsoft
Founded 2009 2007
HQ Atlanta, Georgia, USA New York, USA
Team size 201–500 201–500
Rating 4.2 / 5 4.0 / 5
Best for Retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record. Enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history.
Pricing model Fixed project and dedicated team Fixed project and dedicated team
Min. engagement $20K $30K
Primary tech stack Python, TensorFlow, OpenCV Python, TensorFlow, AWS
Industries served Retail, Hospitality, Health & Fitness, Sports Financial Services, Automotive, Manufacturing, Retail

MobiDev vs Intellectsoft: overview

MobiDev

MobiDev is a custom software development company founded in 2009, headquartered in Atlanta, Georgia, with R&D centers in Lodz, Poland and Chernivtsi, Ukraine, and roughly 290–400 engineers. CEO Oleg Lola initiated a dedicated AI/ML practice in 2018, and the company has since delivered more than 65 AI/ML products, concentrated in retail, hospitality, fitness, sports, and health/wellness.

Intellectsoft

Intellectsoft is a custom software development and AI engineering company founded in 2007, headquartered in New York with additional offices including Palo Alto and Miami. Reported team size varies notably by source, from roughly 150 engineers across 10 offices to 800 total employees, and the company names enterprise clients including EY, Harley-Davidson, the London Stock Exchange, Qualcomm, Jaguar, and Guinness (per company website; independently unverifiable exact scope of each engagement).

Services and capabilities: MobiDev vs Intellectsoft

Capability MobiDev Intellectsoft
Custom ML model development
Deep learning & computer vision
NLP & LLM / Generative AI
MLOps & production deployment
Data engineering
AI strategy consulting
Staff augmentation

Tech stack comparison: MobiDev vs Intellectsoft

Framework / platform MobiDev Intellectsoft
Python
TensorFlow
PyTorch N/A N/A
AWS
Azure N/A
Google Cloud N/A N/A
Kubernetes N/A N/A
Databricks N/A N/A
LangChain N/A N/A

Pricing comparison: MobiDev vs Intellectsoft

Criterion MobiDev Intellectsoft
Minimum engagement $20K $30K
Engagement models Fixed project, Dedicated team Fixed project, Dedicated team
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: MobiDev vs Intellectsoft

Dimension MobiDev Intellectsoft
Best company size Startup to mid-market Startup to mid-market
Best industries Retail, Hospitality, Health & Fitness Financial Services, Automotive, Manufacturing
Best use cases Retail or hospitality companies wanting computer-vision or recommendation features built into an existing product, Health and fitness apps needing an ML-driven personalization or tracking feature Enterprises wanting AI-powered application development from a firm with recognizable brand-name client history, Automotive or financial-services clients needing custom software with an embedded AI component
Typical project type Fixed project Fixed project

MobiDev vs Intellectsoft: pros and cons

MobiDev
+ 65+ delivered AI/ML products gives a concrete, countable delivery track record rather than general marketing claims
+ Deliberate AI/ML practice build-out since 2018, rather than a very recent pivot
+ Named vertical concentration (retail, hospitality, fitness, health) supports domain-specific product experience
+ Mid-size team (290–400) balances specialist focus with real delivery capacity
- Narrower industry focus than horizontal AI consultancies serving finance, healthcare, and manufacturing broadly
- Smaller scale than the large enterprise IT firms on this list, limiting very large multi-team programs
- AI/ML sits alongside a broader general custom-software-development practice
Intellectsoft
+ 18 years of operating history with named, verifiable-brand enterprise clients rather than only anonymized case studies
+ AI applied 'as an engineering practice' across the delivery lifecycle rather than bolted on as a separate service
+ Multi-office US presence (New York, Palo Alto, Miami) supports domestic client proximity
+ Cited 40% faster delivery claim tied to AI-driven engineering practices (per company website; independently unverifiable)
- Reported headcount varies unusually widely by source (150 to 800), warranting direct confirmation of current team size
- AI/ML is positioned as an engineering practice enhancement rather than the firm's sole specialization
- Named clients don't specify which were AI/ML-specific engagements versus broader software development work

Who should choose MobiDev?

MobiDev is the right choice for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..

65+ delivered AI/ML products concentrated in retail, hospitality, fitness, and health/wellness verticals.. Minimum engagement starts at $20K. Works best with clients in Retail, Hospitality, Health & Fitness, Sports.

Who should choose Intellectsoft?

Intellectsoft is the right choice for enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history..

Named enterprise client roster (EY, Harley-Davidson, London Stock Exchange, Qualcomm, Jaguar) rare among mid-size firms on this list.. Minimum engagement starts at $30K. Works best with clients in Financial Services, Automotive, Manufacturing, Retail.

Decision matrix: MobiDev vs Intellectsoft

Your situation Recommended choice
You need full-ownership delivery on a defined project scope MobiDev
You need a large dedicated team for an ongoing programme MobiDev
Your budget is at the lower end MobiDev
You need specialist depth in a specific vertical MobiDev
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build Intellectsoft

Use case fit: MobiDev vs Intellectsoft

Use case MobiDev fit Intellectsoft fit Winner
Retail or hospitality companies wanting computer-vision or recommendation features built into an existing product Strong Limited MobiDev
Health and fitness apps needing an ML-driven personalization or tracking feature Strong Limited MobiDev
Enterprises wanting AI-powered application development from a firm with recognizable brand-name client history Limited Strong Intellectsoft
Automotive or financial-services clients needing custom software with an embedded AI component Limited Strong Intellectsoft
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: MobiDev vs Intellectsoft

MobiDev (4.2/5) is the stronger overall choice for most Machine Learning Development projects. 65+ delivered AI/ML products concentrated in retail, hospitality, fitness, and health/wellness verticals.. It is best for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..

Intellectsoft (4.0/5) is the better choice when enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history.. If your situation matches those criteria, Intellectsoft is a competitive option.

Related comparisons

MobiDev vs Intellectsoft FAQ

Is MobiDev better than Intellectsoft?

MobiDev (4.2/5) scores higher overall, but "better" depends on your use case. MobiDev is better for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record.. Intellectsoft is better for enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history..

How do MobiDev and Intellectsoft differ in pricing?

MobiDev uses fixed project and dedicated team pricing with a minimum engagement of $20K. Intellectsoft uses fixed project and dedicated team pricing with a minimum engagement of $30K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: MobiDev or Intellectsoft?

MobiDev is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each agency before shortlisting.

What are the main differences between MobiDev and Intellectsoft?

MobiDev's primary differentiator is: 65+ delivered ai/ml products concentrated in retail, hospitality, fitness, and health/wellness verticals.. Intellectsoft's primary differentiator is: named enterprise client roster (ey, harley-davidson, london stock exchange, qualcomm, jaguar) rare among mid-size firms on this list.. They also differ in team size (201–500 vs 201–500), minimum engagement ($20K vs $30K), and primary industries served (Retail, Hospitality vs Financial Services, Automotive).

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