Best ML Model Development Companies

Modus Create vs Devbridge (a Cognizant company): full comparison for 2026

Last updated: July 2026

Quick verdict

Modus Create (4.0/5) edges ahead of Devbridge (a Cognizant company) (3.8/5) overall. Modus Create is the better choice for distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery.. Devbridge (a Cognizant company) is the stronger option for clients who want Devbridge's original product-engineering delivery model but are comfortable working within Cognizant's larger corporate structure and account processes.. The right choice depends on your project size, budget, and required tech stack.

Modus Create vs Devbridge (a Cognizant company): head-to-head summary

Criterion Modus Create Devbridge (a Cognizant company)
Founded 2011 2005
HQ Reston, USA Chicago, USA (delivery centers: Lithuania, Poland, UK, Canada)
Team size 501–1,000 601–1,000 (at acquisition)
Rating 4.0 / 5 3.8 / 5
Best for Distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery. Clients who want Devbridge's original product-engineering delivery model but are comfortable working within Cognizant's larger corporate structure and account processes.
Pricing model Not published; project and dedicated team Not published; now aligned with Cognizant's enterprise engagement structures
Min. engagement Not published Not published
Primary tech stack Python, AWS, Data governance tooling Python, Cloud ML platforms (AWS/Azure/GCP), Data engineering tooling
Industries served Technology/SaaS, Retail, Healthcare Global 2000 / large enterprise (cross-industry)

Modus Create vs Devbridge (a Cognizant company): overview

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.

Devbridge (a Cognizant company)

Devbridge Group was founded in 2005 in Chicago and built a reputation as a product engineering boutique serving Global 2000 clients before being acquired by Cognizant in a deal completed in December 2021, adding more than 600 engineers, designers, and product managers to Cognizant's delivery network. Post-acquisition, Devbridge's machine learning and data science capability has been folded into Cognizant's broader digital engineering portfolio rather than continuing as a fully independent, standalone ML practice. The brand continues to operate as "Devbridge, a Cognizant company," and its historical delivery centers in Lithuania, Poland, the UK, and Canada remain part of Cognizant's global footprint.

Services and capabilities: Modus Create vs Devbridge (a Cognizant company)

Capability Modus Create Devbridge (a Cognizant company)
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: Modus Create vs Devbridge (a Cognizant company)

Framework / platform Modus Create Devbridge (a Cognizant company)
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: Modus Create vs Devbridge (a Cognizant company)

Criterion Modus Create Devbridge (a Cognizant company)
Minimum engagement Not published Not published
Engagement models Fixed project, Dedicated team, Assessment/audit engagement Enterprise project engagement (via Cognizant), Dedicated team
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: Modus Create vs Devbridge (a Cognizant company)

Dimension Modus Create Devbridge (a Cognizant company)
Best company size Mid-market to enterprise Mid-market to enterprise
Best industries Technology/SaaS, Retail, Healthcare Global 2000 / large enterprise (cross-industry)
Best use cases 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 Global 2000 companies wanting Devbridge's original product-engineering approach with Cognizant-scale backing, Clients already working with Cognizant who want to route product-engineering-style ML work through the Devbridge brand/team
Typical project type Fixed project Enterprise project engagement (via Cognizant)

Modus Create vs Devbridge (a Cognizant company): pros and cons

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.
Devbridge (a Cognizant company)
+ Nearly two decades of original product-engineering delivery heritage prior to acquisition.
+ Now backed by Cognizant's much larger delivery network and financial resources, adding stability.
+ Historical delivery centers (Lithuania, Poland, UK, Canada) provide multi-region European coverage.
+ Transparent, publicly documented ownership change (December 2021 Cognizant acquisition) rather than an undisclosed structure.
- No longer operates as an independent boutique; clients should expect Cognizant's account structures and processes rather than the original standalone Devbridge experience.
- A distinct, current Devbridge-specific ML practice (separate from Cognizant's broader AI/analytics practice) is not clearly documented in available public sources post-acquisition.
- No standalone current Devbridge Clutch/G2 rating was found; the parent Cognizant G2 rating (around 4.2/5) reflects the broader business, not Devbridge specifically.
- Team size reflects headcount at the time of acquisition (2021) and may not represent current, Devbridge-specific staffing.

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.

Who should choose Devbridge (a Cognizant company)?

Devbridge (a Cognizant company) is the right choice for clients who want Devbridge's original product-engineering delivery model but are comfortable working within Cognizant's larger corporate structure and account processes..

The clearest ownership-change disclosure in this comparison: a formerly independent boutique now operating explicitly as a Cognizant subsidiary, combining boutique delivery heritage with large-parent-company backing.. Minimum engagement starts at Not published. Works best with clients in Global 2000 / large enterprise (cross-industry).

Decision matrix: Modus Create vs Devbridge (a Cognizant company)

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Modus Create
You need a large dedicated team for an ongoing programme Modus Create
Your budget is at the lower end Compare: Modus Create (Not published) vs Devbridge (a Cognizant company) (Not published)
You need specialist depth in a specific vertical Modus Create
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: Modus Create vs Devbridge (a Cognizant company)

Use case Modus Create fit Devbridge (a Cognizant company) fit Winner
Running an AI Data Foundation assessment before committing to a full model-development engagement Strong Limited Modus Create
Building an AI strategy roadmap for an organization new to machine learning adoption Strong Limited Modus Create
Global 2000 companies wanting Devbridge's original product-engineering approach with Cognizant-scale backing Strong Strong Both equally
Clients already working with Cognizant who want to route product-engineering-style ML work through the Devbridge brand/team Limited Strong Devbridge (a Cognizant company)
Fixed-price build Limited Limited Both equally
MLOps pipeline setup Limited Limited Both equally

Verdict: Modus Create vs Devbridge (a Cognizant company)

Modus Create (4.0/5) is the stronger overall choice for most ML Model Development projects. Structured AI Data Foundation assessment methodology that explicitly evaluates data readiness before committing to model development.. It is best for distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery..

Devbridge (a Cognizant company) (3.8/5) is the better choice when clients who want Devbridge's original product-engineering delivery model but are comfortable working within Cognizant's larger corporate structure and account processes.. If your situation matches those criteria, Devbridge (a Cognizant company) is a competitive option.

Related comparisons

Modus Create vs Devbridge (a Cognizant company) FAQ

Is Modus Create better than Devbridge (a Cognizant company)?

Modus Create (4.0/5) scores higher overall, but "better" depends on your use case. Modus Create is better for distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery.. Devbridge (a Cognizant company) is better for clients who want Devbridge's original product-engineering delivery model but are comfortable working within Cognizant's larger corporate structure and account processes..

How do Modus Create and Devbridge (a Cognizant company) differ in pricing?

Modus Create uses not published; project and dedicated team pricing with a minimum engagement of Not published. Devbridge (a Cognizant company) uses not published; now aligned with cognizant's enterprise engagement structures 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: Modus Create or Devbridge (a Cognizant company)?

Devbridge (a Cognizant company) 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 Modus Create and Devbridge (a Cognizant company)?

Modus Create's primary differentiator is: structured ai data foundation assessment methodology that explicitly evaluates data readiness before committing to model development.. Devbridge (a Cognizant company)'s primary differentiator is: the clearest ownership-change disclosure in this comparison: a formerly independent boutique now operating explicitly as a cognizant subsidiary, combining boutique delivery heritage with large-parent-company backing.. They also differ in team size (501–1,000 vs 601–1,000 (at acquisition)), minimum engagement (Not published vs Not published), and primary industries served (Technology/SaaS, Retail vs Global 2000 / large enterprise (cross-industry)).

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