Best Machine Learning Development Agencies

Fractal Analytics vs Addepto: full comparison for 2026

Last updated: July 2026

Quick verdict

Fractal Analytics (4.4/5) edges ahead of Addepto (4.1/5) overall. Fractal Analytics is the better choice for large enterprises wanting a publicly-listed, financially transparent AI/analytics partner with two-decade track record.. Addepto is the stronger option for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition.. The right choice depends on your project size, budget, and required tech stack.

Fractal Analytics vs Addepto: head-to-head summary

Criterion Fractal Analytics Addepto
Founded 2000 2018
HQ Mumbai, India / New York, USA Warsaw, Poland
Team size 5,001–10,000 51–200
Rating 4.4 / 5 4.1 / 5
Best for Large enterprises wanting a publicly-listed, financially transparent AI/analytics partner with two-decade track record. Companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition.
Pricing model Fixed project and managed analytics engagements Fixed project and consulting retainer
Min. engagement Not published $20K
Primary tech stack Python, TensorFlow, PyTorch Python, Scikit-learn, TensorFlow
Industries served Retail, Financial Services, Healthcare, Technology/SaaS Financial Services, Retail, Manufacturing

Fractal Analytics vs Addepto: overview

Fractal Analytics

Fractal Analytics is a multinational AI and data analytics company founded in 2000 in Mumbai by Srikanth Velamakanni, Pranay Agrawal, Nirmal Palaparthi, Pradeep Suryanarayan, and Ramakrishna Reddy, with dual headquarters in Mumbai and New York. The company completed an initial public offering on India's National Stock Exchange and Bombay Stock Exchange in February 2026, becoming the first Indian AI company to go public, and reports roughly 5,000–6,900 employees across 18 global locations.

Addepto

Addepto is an AI and data consulting company founded in Warsaw, Poland in 2018 by Edwin Lisowski and Artur Haponik (one source lists 2017), specializing in machine learning, artificial intelligence, and business intelligence solutions. Reported headcount is roughly 55–58 employees across Europe, North America, and Asia. In December 2025, Addepto was acquired by KMS Technology; prospective clients should confirm how the acquisition affects team continuity, existing contracts, and service delivery going forward.

Services and capabilities: Fractal Analytics vs Addepto

Capability Fractal Analytics Addepto
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: Fractal Analytics vs Addepto

Framework / platform Fractal Analytics Addepto
Python
TensorFlow
PyTorch 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: Fractal Analytics vs Addepto

Criterion Fractal Analytics Addepto
Minimum engagement Not published $20K
Engagement models Fixed project, Managed services Fixed project, Consulting retainer
Rate transparency Not public Minimum disclosed
Price tier Enterprise / not published Accessible

Target audience comparison: Fractal Analytics vs Addepto

Dimension Fractal Analytics Addepto
Best company size Enterprise Startup to mid-market
Best industries Retail, Financial Services, Healthcare Financial Services, Retail, Manufacturing
Best use cases Enterprise AI and analytics transformation programs at global scale, Buyers who specifically want a publicly-listed AI vendor for procurement/compliance reasons Mid-market companies wanting boutique AI/BI consulting now paired with KMS Technology's broader resources, Business intelligence projects that also require a machine learning component
Typical project type Fixed project Fixed project

Fractal Analytics vs Addepto: pros and cons

Fractal Analytics
+ 25 years of continuous operation, among the longest track records on this list
+ Public listing (NSE/BSE, Feb 2026) adds a level of financial disclosure most private competitors lack
+ 5,000+ employees across 18 countries supports very large, globally distributed programs
+ Founding team has remained core to the company since 2000
- Enterprise scale and public-company overhead can mean longer sales cycles than boutique competitors
- Broad analytics positioning means ML-specialist depth is one part of a wider data/AI portfolio
- Minimum engagement size not publicly disclosed
Addepto
+ 7 years of focused AI/BI consulting experience prior to the KMS Technology acquisition
+ Small team size historically meant direct founder-level access on engagements
+ Multi-continent presence (Europe, North America, Asia) despite a compact headcount
+ Acquisition by KMS Technology (Dec 2025) may bring additional delivery resources and stability
- Acquired by KMS Technology in December 2025 — buyers should confirm how this affects team continuity, pricing, and existing contracts before signing
- Public sources disagree on exact founding year (2017 vs. 2018) and employee count (55 vs. 58)
- Post-acquisition integration could change the service delivery model in ways not yet publicly documented

Who should choose Fractal Analytics?

Fractal Analytics is the right choice for large enterprises wanting a publicly-listed, financially transparent AI/analytics partner with two-decade track record..

First Indian AI company to complete an IPO (NSE/BSE, February 2026), adding public financial transparency.. Minimum engagement starts at Not published. Works best with clients in Retail, Financial Services, Healthcare, Technology/SaaS.

Who should choose Addepto?

Addepto is the right choice for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition..

Boutique AI/BI consultancy that gained additional scale and resources through its December 2025 acquisition by KMS Technology.. Minimum engagement starts at $20K. Works best with clients in Financial Services, Retail, Manufacturing.

Decision matrix: Fractal Analytics vs Addepto

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Fractal Analytics
You need a large dedicated team for an ongoing programme Check each company's engagement model
Your budget is at the lower end Compare: Fractal Analytics (Not published) vs Addepto ($20K)
You need specialist depth in a specific vertical Fractal Analytics
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build Fractal Analytics

Use case fit: Fractal Analytics vs Addepto

Use case Fractal Analytics fit Addepto fit Winner
Enterprise AI and analytics transformation programs at global scale Strong Limited Fractal Analytics
Buyers who specifically want a publicly-listed AI vendor for procurement/compliance reasons Strong Strong Both equally
Mid-market companies wanting boutique AI/BI consulting now paired with KMS Technology's broader resources Limited Strong Addepto
Business intelligence projects that also require a machine learning component Limited Strong Addepto
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Fractal Analytics vs Addepto

Fractal Analytics (4.4/5) is the stronger overall choice for most Machine Learning Development projects. First Indian AI company to complete an IPO (NSE/BSE, February 2026), adding public financial transparency.. It is best for large enterprises wanting a publicly-listed, financially transparent AI/analytics partner with two-decade track record..

Addepto (4.1/5) is the better choice when companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition.. If your situation matches those criteria, Addepto is a competitive option.

Related comparisons

Fractal Analytics vs Addepto FAQ

Is Fractal Analytics better than Addepto?

Fractal Analytics (4.4/5) scores higher overall, but "better" depends on your use case. Fractal Analytics is better for large enterprises wanting a publicly-listed, financially transparent AI/analytics partner with two-decade track record.. Addepto is better for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition..

How do Fractal Analytics and Addepto differ in pricing?

Fractal Analytics uses fixed project and managed analytics engagements pricing with a minimum engagement of Not published. Addepto uses fixed project and consulting retainer pricing with a minimum engagement of $20K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Fractal Analytics or Addepto?

Fractal Analytics 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 Fractal Analytics and Addepto?

Fractal Analytics's primary differentiator is: first indian ai company to complete an ipo (nse/bse, february 2026), adding public financial transparency.. Addepto's primary differentiator is: boutique ai/bi consultancy that gained additional scale and resources through its december 2025 acquisition by kms technology.. They also differ in team size (5,001–10,000 vs 51–200), minimum engagement (Not published vs $20K), and primary industries served (Retail, Financial Services vs Financial Services, Retail).

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