AI & Machine Learning: 4 global agencies to consider
Four global AI & Machine Learning agencies: QuantumBlack, Fractal, Quantiphi, SoftServe. Sources linked, no paid placement, and the order is not a ranking.
Providers shortlisted for predictive and analytical AI systems and enterprise machine learning.
| Agency | HQ | Best for |
|---|---|---|
| QuantumBlack, AI by McKinsey | London origin; part of McKinsey & Company | Large enterprises deploying AI across multiple business functions. |
| Fractal | Mumbai, India and New York, USA | Predictive decision systems and AI embedded in business operations. |
| Quantiphi | Marlborough, Massachusetts, USA (third-party) | Applied ML systems linked to cloud platforms and industry workflows. |
| SoftServe | Austin, Texas, USA; engineering roots in Lviv, Ukraine | AI features and models that need integration into production software. |
QuantumBlack, AI by McKinsey
Best for: Large enterprises deploying AI across multiple business functions.
Combines business transformation with AI engineering, reusable tooling and MLOps. Published assets include Kedro and Iguazio.
In this category:
- Business transformation combined with AI engineering
- Reusable tooling and MLOps (Kedro, Iguazio)
Services
Best at
- Business transformation combined with AI engineering
- Reusable tooling and MLOps (Kedro, Iguazio)
Also offers
- AI strategy and operating-model advice
- Data and analytics
- Generative and agentic AI
Fractal
Best for: Predictive decision systems and AI embedded in business operations.
Combines analytics, AI, engineering and design, supported by enterprise MLOps capabilities.
In this category:
- Predictive decision systems and AI embedded in operations
- Enterprise MLOps
Services
What stands out
- Analytics, AI, engineering and design under one firm
- Analyst recognition on its site (Forrester Wave Leader, Customer Analytics Services, Q2 2025)
- Preferred Services Partner for Claude (per its site)
Research before choosing
- Most client case studies are anonymized
- Listed on Indian exchanges since February 2026 (third-party)
- Pricing not published
Quantiphi
Best for: Applied ML systems linked to cloud platforms and industry workflows.
AI-focused engineering provider with published machine learning applications across healthcare, energy and education.
In this category:
- Applied ML systems linked to cloud platforms
- Industry workflows in healthcare, energy and education
Services
What stands out
- Cloud partner awards listed on its site (AWS, Google Cloud)
- Analyst recognition from Gartner, ISG, IDC and Everest (per its site)
- Own products: baioniq and Dociphi
Research before choosing
- Headcount differs by source
- Analyst rankings are self-reported; verify with the analysts
- Pricing not published
SoftServe
Best for: AI features and models that need integration into production software.
AI and data science offering supported by software engineering and cloud capabilities, with published industrial AI work.
In this category:
- AI and data science backed by software engineering and cloud
- Published industrial AI work
Services
Best at
- AI and data science backed by software engineering and cloud
- Published industrial AI work
Also offers
- DevOps and platform engineering
- FinOps
- IoT, robotics and XR
How to choose
- Ask for deployed production models, not only prototypes.
- Check how models are monitored and retrained.
- Clarify data ownership and governance.
- Request a reference with a similar business problem.
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