Best ML Development Services

Addepto vs Konstant Infosolutions: full comparison for 2026

Last updated: July 2026

Quick verdict

Addepto (4.3/5) edges ahead of Konstant Infosolutions (3.9/5) overall. Addepto is the better choice for companies seeking a Forbes/Deloitte-recognized AI consultancy, provided they factor in post-acquisition integration risk.. Konstant Infosolutions is the stronger option for companies needing AI/ML features added to a mobile or web product from an established, high-review-volume vendor.. The right choice depends on your project size, budget, and required tech stack.

Addepto vs Konstant Infosolutions: head-to-head summary

Criterion Addepto Konstant Infosolutions
Founded 2018 2003
HQ Warsaw, Poland Jaipur, India
Team size 50–100 180+
Rating 4.3 / 5 3.9 / 5
Best for Companies seeking a Forbes/Deloitte-recognized AI consultancy, provided they factor in post-acquisition integration risk. Companies needing AI/ML features added to a mobile or web product from an established, high-review-volume vendor.
Pricing model Project-based, consulting retainer Project-based, dedicated team
Min. engagement Not published Not published
Primary tech stack Python, TensorFlow, AWS TensorFlow, OpenCV, Python
Industries served FinTech, Manufacturing, Retail & E-commerce Retail & E-commerce, Healthcare, FinTech, Education

Addepto vs Konstant Infosolutions: overview

Addepto

Addepto was founded in Warsaw in 2018 by Data Science enthusiasts Edwin Lisowski and Artur Haponik, delivering AI consulting and data-driven solutions recognized by Forbes, Deloitte, and the Financial Times. In December 2025, Addepto was acquired by KMS Technology, and prospective clients should confirm how delivery teams, pricing, and leadership continuity have changed post-acquisition. Reported employee counts vary from roughly 11–50 to 72, reflecting the transition period around the acquisition.

Konstant Infosolutions

Konstant Infosolutions was founded in 2003 and has grown from a two-person operation to roughly 180 tech experts, with offices in the United States and UAE serving clients across Canada, the UK, Saudi Arabia, and other regions. The firm's AI/ML offerings include product design and development, AI consultancy, integrations, and strategy planning, spanning AI/ML, generative AI, AI chatbots, computer vision, and predictive analytics, and it holds more than 175 reviews on Clutch. Its core identity as a mobile/web app development company means AI/ML is a newer, extended capability rather than a founding specialty.

Services and capabilities: Addepto vs Konstant Infosolutions

Capability Addepto Konstant Infosolutions
Custom ML Models
Computer Vision
NLP
MLOps
Generative AI
AI Consulting

Tech stack comparison: Addepto vs Konstant Infosolutions

Framework / platform Addepto Konstant Infosolutions
TensorFlow
PyTorch N/A N/A
AWS
Azure N/A
Google Cloud N/A N/A
LangChain N/A N/A
Hugging Face N/A N/A
Kubernetes N/A N/A

Pricing comparison: Addepto vs Konstant Infosolutions

Criterion Addepto Konstant Infosolutions
Minimum engagement Not published Not published
Engagement models Project-based, Consulting retainer Project-based, Dedicated team, Fixed project
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: Addepto vs Konstant Infosolutions

Dimension Addepto Konstant Infosolutions
Best company size Startup to mid-market Startup to mid-market
Best industries FinTech, Manufacturing, Retail & E-commerce Retail & E-commerce, Healthcare, FinTech
Best use cases Company wants an AI consultancy with independent press recognition for vendor due diligence., Client is comfortable evaluating a firm mid-acquisition and confirming continuity directly before signing. Company wants AI/ML features (chatbot, computer vision, predictive analytics) added to an existing mobile or web product., Team wants a vendor with a very large Clutch review sample size for procurement due diligence.
Typical project type Project-based Project-based

Addepto vs Konstant Infosolutions: pros and cons

Addepto
+ Press recognition from Forbes, Deloitte, and the Financial Times provides independent third-party validation beyond client testimonials.
+ Founder-led AI consulting model since 2018, prior to being acquired.
+ Now backed by KMS Technology's broader resources post-acquisition, which may add delivery capacity.
- Acquired by KMS Technology in December 2025 — leadership continuity, pricing, and delivery-team stability during integration are unconfirmed.
- Reported headcount varies significantly across sources (11–50 vs. 72), making current team size hard to pin down.
- Recent acquisition means the company's standalone track record may not reflect how engagements are run going forward.
Konstant Infosolutions
+ 175+ Clutch reviews is one of the highest client-review volumes in this list, offering a large sample size for due diligence.
+ 23 years of company history (since 2003) with demonstrated growth from a two-person startup to a 180+ person firm.
+ 2,500+ clients served indicates broad market traction beyond a handful of flagship case studies.
+ Covers a useful AI sub-specialty spread (chatbots, computer vision, predictive analytics) for product-embedded AI needs.
- Company's primary identity and longest track record is in mobile/web app development, with AI/ML as an extended, newer service line.
- 180-person team spans multiple service lines (mobile, web, AI), so ML-specific bench depth is smaller than total headcount implies.

Who should choose Addepto?

Addepto is the right choice for companies seeking a Forbes/Deloitte-recognized AI consultancy, provided they factor in post-acquisition integration risk..

AI consulting boutique with third-party press recognition (Forbes, Deloitte, Financial Times), now part of KMS Technology.. Minimum engagement starts at Not published. Works best with clients in FinTech, Manufacturing, Retail & E-commerce.

Who should choose Konstant Infosolutions?

Konstant Infosolutions is the right choice for companies needing AI/ML features added to a mobile or web product from an established, high-review-volume vendor..

175+ Clutch reviews — one of the highest review volumes in this list — from a 23-year mobile/web development track record.. Minimum engagement starts at Not published. Works best with clients in Retail & E-commerce, Healthcare, FinTech, Education.

Decision matrix: Addepto vs Konstant Infosolutions

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Konstant Infosolutions
You need a large dedicated team for an ongoing programme Konstant Infosolutions
Your budget is at the lower end Compare: Addepto (Not published) vs Konstant Infosolutions (Not published)
You need specialist depth in a specific vertical Konstant Infosolutions
You need production MLOps support after model launch Both offer MLOps support
You need consulting before committing to a build Addepto

Use case fit: Addepto vs Konstant Infosolutions

Use case Addepto fit Konstant Infosolutions fit Winner
Company wants an AI consultancy with independent press recognition for vendor due diligence. Strong Strong Both equally
Client is comfortable evaluating a firm mid-acquisition and confirming continuity directly before signing. Strong Strong Both equally
Company wants AI/ML features (chatbot, computer vision, predictive analytics) added to an existing mobile or web product. Strong Strong Both equally
Team wants a vendor with a very large Clutch review sample size for procurement due diligence. Limited Strong Konstant Infosolutions
Fixed-scope ML build Limited Limited Both equally
Ongoing model retraining Limited Limited Both equally

Verdict: Addepto vs Konstant Infosolutions

Addepto (4.3/5) is the stronger overall choice for most Machine Learning Development projects. AI consulting boutique with third-party press recognition (Forbes, Deloitte, Financial Times), now part of KMS Technology.. It is best for companies seeking a Forbes/Deloitte-recognized AI consultancy, provided they factor in post-acquisition integration risk..

Konstant Infosolutions (3.9/5) is the better choice when companies needing AI/ML features added to a mobile or web product from an established, high-review-volume vendor.. If your situation matches those criteria, Konstant Infosolutions is a competitive option.

Related comparisons

Addepto vs Konstant Infosolutions FAQ

Is Addepto better than Konstant Infosolutions?

Addepto (4.3/5) scores higher overall, but "better" depends on your use case. Addepto is better for companies seeking a Forbes/Deloitte-recognized AI consultancy, provided they factor in post-acquisition integration risk.. Konstant Infosolutions is better for companies needing AI/ML features added to a mobile or web product from an established, high-review-volume vendor..

How do Addepto and Konstant Infosolutions differ in pricing?

Addepto uses project-based, consulting retainer pricing with a minimum engagement of Not published. Konstant Infosolutions uses project-based, 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: Addepto or Konstant Infosolutions?

Addepto 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 Addepto and Konstant Infosolutions?

Addepto's primary differentiator is: ai consulting boutique with third-party press recognition (forbes, deloitte, financial times), now part of kms technology.. Konstant Infosolutions's primary differentiator is: 175+ clutch reviews — one of the highest review volumes in this list — from a 23-year mobile/web development track record.. They also differ in team size (50–100 vs 180+), minimum engagement (Not published vs Not published), and primary industries served (FinTech, Manufacturing vs Retail & E-commerce, Healthcare).

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