Best ML Model Development Companies

Intellectsoft vs Modus Create: full comparison for 2026

Last updated: July 2026

Quick verdict

Intellectsoft (4.1/5) edges ahead of Modus Create (4.0/5) overall. Intellectsoft is the better choice for companies wanting an enterprise-name client roster and a dedicated AI Lab structure for custom model development within a smaller boutique team.. Modus Create is the stronger option for distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery.. The right choice depends on your project size, budget, and required tech stack.

Intellectsoft vs Modus Create: head-to-head summary

Criterion Intellectsoft Modus Create
Founded 2007 2011
HQ New York, USA Reston, USA
Team size 51–200 501–1,000
Rating 4.1 / 5 4.0 / 5
Best for Companies wanting an enterprise-name client roster and a dedicated AI Lab structure for custom model development within a smaller boutique team. Distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery.
Pricing model Not published; project and dedicated team Not published; project and dedicated team
Min. engagement Not published Not published
Primary tech stack Python, ML infrastructure/orchestration tooling, Cloud platforms (AWS/Azure/GCP) Python, AWS, Data governance tooling
Industries served Financial services, Automotive, Media and entertainment, Manufacturing Technology/SaaS, Retail, Healthcare

Intellectsoft vs Modus Create: overview

Intellectsoft

Intellectsoft is a custom software and AI engineering company founded in 2007, headquartered in New York with additional offices across the US, UK, Norway, Ukraine, and Latin America. The company reports more than 150 engineers, architects, and consultants across ten global offices, and operates a dedicated AI Lab offering full-cycle custom AI model development including data science research, training, validation, and testing, along with infrastructure management for ML workloads. Publicly named clients include EY, Harley-Davidson, Jaguar Motors, Universal Pictures, the London Stock Exchange, Qualcomm, and Bombardier.

Modus Create

Modus Create is a fully remote, distributed product engineering company founded in 2011 and headquartered in Reston, Virginia, with team members spread across more than 55 countries. The company's AI/ML and data engineering practice includes AI Strategy Roadmap assessments and AI Data Foundation assessments intended to ensure underlying data is reliable and properly governed before or alongside model development work. Modus Create has partnered with technology providers including Atlassian, GitHub, and AWS, and has been recognized on the Inc. 5000 list for nine consecutive years.

Services and capabilities: Intellectsoft vs Modus Create

Capability Intellectsoft Modus Create
Custom model training
Fine-tuning & adaptation
MLOps pipeline
Model deployment & serving
Data engineering for ML
ML infrastructure management
Computer vision
NLP & LLM development
Forecasting & time-series modeling
ML strategy consulting

Tech stack comparison: Intellectsoft vs Modus Create

Framework / platform Intellectsoft Modus Create
PyTorch N/A N/A
TensorFlow N/A N/A
MLflow N/A N/A
AWS SageMaker N/A N/A
Amazon Bedrock N/A N/A
Google Cloud N/A N/A
Microsoft Azure N/A N/A
Kubernetes N/A N/A
Snowflake N/A N/A
NVIDIA N/A N/A

Pricing comparison: Intellectsoft vs Modus Create

Criterion Intellectsoft Modus Create
Minimum engagement Not published Not published
Engagement models Fixed project, Dedicated team Fixed project, Dedicated team, Assessment/audit engagement
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: Intellectsoft vs Modus Create

Dimension Intellectsoft Modus Create
Best company size Startup to mid-market Mid-market to enterprise
Best industries Financial services, Automotive, Media and entertainment Technology/SaaS, Retail, Healthcare
Best use cases Building a custom ML model end-to-end, from data science research through validation and deployment, Managing infrastructure for existing ML workloads at an enterprise client Running an AI Data Foundation assessment before committing to a full model-development engagement, Building an AI strategy roadmap for an organization new to machine learning adoption
Typical project type Fixed project Fixed project

Intellectsoft vs Modus Create: pros and cons

Intellectsoft
+ Named, verifiable enterprise clients including EY, Harley-Davidson, and the London Stock Exchange.
+ Dedicated AI Lab structure separates ML delivery from general software development.
+ Nearly two decades of continuous operation across multiple international offices.
+ 44 Clutch reviews with recognition as a top Ukraine-based software developer for 2024.
- Team size (150+ engineers/architects/consultants) is relatively modest for the scale of enterprise clients named.
- Pricing model and minimum engagement size are not published.
- Specific ML/AI project outcomes for named clients are not always detailed publicly beyond the client list.
- As a broader custom software company, AI/ML competes for delivery focus with other practice areas.
Modus Create
+ Structured AI Data Foundation assessment reduces risk of building models on ungoverned or unreliable data.
+ Fully remote, globally distributed team (55+ countries) offers broad timezone coverage.
+ Nine consecutive years on the Inc. 5000 list signals sustained growth.
+ Technology partnerships with Atlassian, GitHub, and AWS support integrated delivery tooling.
- AI/ML is one of several product engineering service lines rather than the company's sole specialization.
- No clearly located aggregate Clutch/G2 star rating in available public sources.
- Pricing model and minimum engagement are not published.
- Fully remote delivery model may not suit buyers who prefer localized or on-site teams.

Who should choose Intellectsoft?

Intellectsoft is the right choice for companies wanting an enterprise-name client roster and a dedicated AI Lab structure for custom model development within a smaller boutique team..

Unusually strong roster of large, publicly named enterprise clients (EY, Qualcomm, London Stock Exchange) for a company of its relatively modest team size.. Minimum engagement starts at Not published. Works best with clients in Financial services, Automotive, Media and entertainment, Manufacturing.

Who should choose Modus Create?

Modus Create is the right choice for distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery..

Structured AI Data Foundation assessment methodology that explicitly evaluates data readiness before committing to model development.. Minimum engagement starts at Not published. Works best with clients in Technology/SaaS, Retail, Healthcare.

Decision matrix: Intellectsoft vs Modus Create

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Intellectsoft
You need a large dedicated team for an ongoing programme Intellectsoft
Your budget is at the lower end Compare: Intellectsoft (Not published) vs Modus Create (Not published)
You need specialist depth in a specific vertical Intellectsoft
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build Modus Create

Use case fit: Intellectsoft vs Modus Create

Use case Intellectsoft fit Modus Create fit Winner
Building a custom ML model end-to-end, from data science research through validation and deployment Strong Strong Both equally
Managing infrastructure for existing ML workloads at an enterprise client Strong Limited Intellectsoft
Running an AI Data Foundation assessment before committing to a full model-development engagement Strong Strong Both equally
Building an AI strategy roadmap for an organization new to machine learning adoption Strong Strong Both equally
Fixed-price build Limited Limited Both equally
MLOps pipeline setup Limited Limited Both equally

Verdict: Intellectsoft vs Modus Create

Intellectsoft (4.1/5) is the stronger overall choice for most ML Model Development projects. Unusually strong roster of large, publicly named enterprise clients (EY, Qualcomm, London Stock Exchange) for a company of its relatively modest team size.. It is best for companies wanting an enterprise-name client roster and a dedicated AI Lab structure for custom model development within a smaller boutique team..

Modus Create (4.0/5) is the better choice when distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery.. If your situation matches those criteria, Modus Create is a competitive option.

Related comparisons

Intellectsoft vs Modus Create FAQ

Is Intellectsoft better than Modus Create?

Intellectsoft (4.1/5) scores higher overall, but "better" depends on your use case. Intellectsoft is better for companies wanting an enterprise-name client roster and a dedicated AI Lab structure for custom model development within a smaller boutique team.. Modus Create is better for distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery..

How do Intellectsoft and Modus Create differ in pricing?

Intellectsoft uses not published; project and dedicated team pricing with a minimum engagement of Not published. Modus Create uses not published; project and 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: Intellectsoft or Modus Create?

Modus Create 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 Intellectsoft and Modus Create?

Intellectsoft's primary differentiator is: unusually strong roster of large, publicly named enterprise clients (ey, qualcomm, london stock exchange) for a company of its relatively modest team size.. Modus Create's primary differentiator is: structured ai data foundation assessment methodology that explicitly evaluates data readiness before committing to model development.. They also differ in team size (51–200 vs 501–1,000), minimum engagement (Not published vs Not published), and primary industries served (Financial services, Automotive vs Technology/SaaS, Retail).

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