Best Machine Learning Development Agencies

Persistent Systems vs Innowise Group: full comparison for 2026

Last updated: July 2026

Quick verdict

Innowise Group (3.9/5) edges ahead of Persistent Systems (3.8/5) overall. Innowise Group is the better choice for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor.. Persistent Systems is the stronger option for very large enterprises that want AI/ML delivered by the same vendor already running their broader IT estate.. The right choice depends on your project size, budget, and required tech stack.

Persistent Systems vs Innowise Group: head-to-head summary

Criterion Persistent Systems Innowise Group
Founded 1990 2007
HQ Pune, India Warsaw, Poland
Team size 10,000+ 1,001–5,000
Rating 3.8 / 5 3.9 / 5
Best for Very large enterprises that want AI/ML delivered by the same vendor already running their broader IT estate. Companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor.
Pricing model Managed services and fixed project Fixed project, dedicated team, staff augmentation
Min. engagement Not published Not published
Primary tech stack Python, Azure OpenAI, AWS Python, TensorFlow, AWS
Industries served Financial Services, Healthcare, Technology/SaaS, Government Technology/SaaS, Healthcare, Retail, Financial Services

Persistent Systems vs Innowise Group: overview

Persistent Systems

Persistent Systems is an Indian multinational technology company founded in 1990 by Anand Deshpande, headquartered in Pune, with roughly 24,600 employees as of March 2025. Its AI/ML offerings, including the Persistent GenAI Hub, sit within a much larger portfolio spanning enterprise software, cloud, and digital engineering services rather than being the company's core specialization.

Innowise Group

Innowise Group is a global full-cycle software development and IT consulting company established in 2007, headquartered in Warsaw, Poland. The firm has grown to roughly 3,000–3,500 employees and offers AI/ML services alongside web and mobile development, cloud, QA, DevOps, cybersecurity, and IT staff augmentation, with recent office expansions into the UK, UAE, and Germany.

Services and capabilities: Persistent Systems vs Innowise Group

Capability Persistent Systems Innowise Group
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: Persistent Systems vs Innowise Group

Framework / platform Persistent Systems Innowise Group
Python
TensorFlow N/A
PyTorch N/A N/A
AWS
Azure
Google Cloud N/A N/A
Kubernetes N/A N/A
Databricks N/A N/A
LangChain N/A N/A

Pricing comparison: Persistent Systems vs Innowise Group

Criterion Persistent Systems Innowise Group
Minimum engagement Not published Not published
Engagement models Managed services, Fixed project, Staff augmentation Fixed project, Dedicated team, Staff augmentation
Rate transparency Not public Not public
Price tier Enterprise / not published Enterprise / not published

Target audience comparison: Persistent Systems vs Innowise Group

Dimension Persistent Systems Innowise Group
Best company size Enterprise Startup to mid-market
Best industries Financial Services, Healthcare, Technology/SaaS Technology/SaaS, Healthcare, Retail
Best use cases Enterprises already using Persistent for core IT services wanting to add AI/ML from the same vendor, Very large, multi-year digital transformation programs where AI is one workstream among many Companies wanting a single vendor for a full product build that includes an ML component, Full-cycle development programs where AI/ML is one feature among several
Typical project type Managed services Fixed project

Persistent Systems vs Innowise Group: pros and cons

Persistent Systems
+ 35 years of operating history and one of the largest headcounts on this list (24,000+)
+ AI capability delivered alongside a company's existing broader IT services relationship, reducing vendor sprawl
+ 16,000+ AI-trained staff cited internally, suggesting significant AI upskilling investment (per company website)
+ Public-company scale supports very large, multi-year enterprise transformation programs
- AI/ML is one offering within a much larger, more generalist IT services portfolio rather than the firm's core focus
- Buyers seeking cutting-edge ML specialization may find deeper expertise at AI-first boutiques on this list
- Very large organization can mean slower response times and more layered account management than smaller firms
Innowise Group
+ 18 years of continuous growth from founding to 3,000+ employees
+ Recent international office expansion (UK, UAE, Germany, 2023–2024) signals active growth investment
+ Full-cycle development scope means AI/ML features can be built directly into a larger product without a separate vendor
+ 3,000+ engineers supports substantial delivery capacity for large programs
- AI/ML is one of many services (alongside web, mobile, cloud, QA, cybersecurity) rather than the firm's defining specialty
- Less AI-specific certification or research-driven positioning than boutique ML specialists on this list
- Minimum engagement size not publicly disclosed

Who should choose Persistent Systems?

Persistent Systems is the right choice for very large enterprises that want AI/ML delivered by the same vendor already running their broader IT estate..

Enterprise-wide scale (24,000+ employees) supporting AI/ML as part of a full IT services portfolio, not a standalone specialty.. Minimum engagement starts at Not published. Works best with clients in Financial Services, Healthcare, Technology/SaaS, Government.

Who should choose Innowise Group?

Innowise Group is the right choice for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor..

Full-cycle software development scope (web, mobile, cloud, QA, security) with AI/ML as one of several integrated specialties.. Minimum engagement starts at Not published. Works best with clients in Technology/SaaS, Healthcare, Retail, Financial Services.

Decision matrix: Persistent Systems vs Innowise Group

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Persistent Systems
You need a large dedicated team for an ongoing programme Innowise Group
Your budget is at the lower end Compare: Persistent Systems (Not published) vs Innowise Group (Not published)
You need specialist depth in a specific vertical Persistent Systems
You need staff augmentation or team extension Persistent Systems
You need consulting before committing to a build Persistent Systems

Use case fit: Persistent Systems vs Innowise Group

Use case Persistent Systems fit Innowise Group fit Winner
Enterprises already using Persistent for core IT services wanting to add AI/ML from the same vendor Strong Limited Persistent Systems
Very large, multi-year digital transformation programs where AI is one workstream among many Strong Limited Persistent Systems
Companies wanting a single vendor for a full product build that includes an ML component Limited Strong Innowise Group
Full-cycle development programs where AI/ML is one feature among several Limited Strong Innowise Group
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Strong Innowise Group

Verdict: Persistent Systems vs Innowise Group

Innowise Group (3.9/5) is the stronger overall choice for most Machine Learning Development projects. Full-cycle software development scope (web, mobile, cloud, QA, security) with AI/ML as one of several integrated specialties.. It is best for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor..

Persistent Systems (3.8/5) is the better choice when very large enterprises that want AI/ML delivered by the same vendor already running their broader IT estate.. If your situation matches those criteria, Persistent Systems is a competitive option.

Related comparisons

Persistent Systems vs Innowise Group FAQ

Is Persistent Systems better than Innowise Group?

Innowise Group (3.9/5) scores higher overall, but "better" depends on your use case. Persistent Systems is better for very large enterprises that want AI/ML delivered by the same vendor already running their broader IT estate.. Innowise Group is better for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor..

How do Persistent Systems and Innowise Group differ in pricing?

Persistent Systems uses managed services and fixed project pricing with a minimum engagement of Not published. Innowise Group uses fixed project, dedicated team, staff augmentation 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: Persistent Systems or Innowise Group?

Innowise Group 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 Persistent Systems and Innowise Group?

Persistent Systems's primary differentiator is: enterprise-wide scale (24,000+ employees) supporting ai/ml as part of a full it services portfolio, not a standalone specialty.. Innowise Group's primary differentiator is: full-cycle software development scope (web, mobile, cloud, qa, security) with ai/ml as one of several integrated specialties.. They also differ in team size (10,000+ vs 1,001–5,000), minimum engagement (Not published vs Not published), and primary industries served (Financial Services, Healthcare vs Technology/SaaS, Healthcare).

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