QuantumBlack, AI by McKinsey vs SoftKraft: full comparison for 2026
Quick verdict
QuantumBlack, AI by McKinsey (4.8/5) edges ahead of SoftKraft (3.9/5) overall. QuantumBlack, AI by McKinsey is the better choice for enterprises wanting McKinsey-branded AI services with real technical depth. SoftKraft is the stronger option for startups on tight budgets needing AI strategy services. The right choice depends on your project size, budget, and required tech stack.
QuantumBlack, AI by McKinsey vs SoftKraft: head-to-head summary
| Criterion | QuantumBlack, AI by McKinsey | SoftKraft |
|---|---|---|
| Founded | 2009 | 2015 |
| HQ | London, United Kingdom | Bielsko-Biala, Poland |
| Team size | 1,001-5,000 | 11-50 |
| Rating | 4.8 / 5 | 3.9 / 5 |
| Primary differentiator | A Formula 1 data-science origin behind a 1,000-plus person McKinsey services practice | A small dedicated team priced for startup budgets, not enterprise service rates |
| Pricing model | Retainer, enterprise contracting | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, AWS, Azure | Python, PostgreSQL, Apache Airflow |
| Industries served | Financial services, Manufacturing, Retail & e-commerce, Healthcare | Fintech, SaaS, Healthtech |
QuantumBlack, AI by McKinsey vs SoftKraft: overview
QuantumBlack, AI by McKinsey
QuantumBlack started life in 2009 as a performance-analytics operation for Formula 1 racing teams before McKinsey folded it into the firm in December 2015, when the unit numbered around 45 people. Today it runs McKinsey's dedicated AI services out of London, across more than 40 global offices, with headcount reported in the 1,001-5,000 range. Its service catalog spans strategy, data engineering, and model deployment, with the motorsport origin still shaping how it frames results: specific numbers, not narrative claims.
SoftKraft
SoftKraft was founded in 2015 by CEO Marek Petrykowski and CTO Blazej Kosmowski, running a lean 11-50 person team from Bielsko-Biala, Poland. Around 70% of its clients are North American despite the delivery team sitting in Poland. The firm's service positioning centers on data-driven software, AI advisory, and data engineering built specifically for startups and small-to-mid-sized companies, not enterprise accounts.
Services and capabilities: QuantumBlack, AI by McKinsey vs SoftKraft
| Capability | QuantumBlack, AI by McKinsey | SoftKraft |
|---|---|---|
| AI strategy consulting | ✓ | ✓ |
| Generative AI | ✓ | ✗ |
| Machine learning | ✓ | ✓ |
| Data engineering | ✗ | ✓ |
| MLOps | ✗ | ✗ |
| Fixed-price projects | ✗ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: QuantumBlack, AI by McKinsey vs SoftKraft
| Framework / platform | QuantumBlack, AI by McKinsey | SoftKraft |
|---|---|---|
| Python | ✓ | ✓ |
| AWS | ✓ | ✓ |
| Azure | ✓ | N/A |
| Google Cloud | ✓ | N/A |
| Kubernetes | ✓ | N/A |
| LangChain | N/A | N/A |
| PyTorch | N/A | N/A |
Pricing comparison: QuantumBlack, AI by McKinsey vs SoftKraft
| Criterion | QuantumBlack, AI by McKinsey | SoftKraft |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Retainer, Dedicated team | Fixed project, Dedicated team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: QuantumBlack, AI by McKinsey vs SoftKraft
| Dimension | QuantumBlack, AI by McKinsey | SoftKraft |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Financial services, Manufacturing, Retail & e-commerce | Fintech, SaaS, Healthtech |
| Best use cases | Running an enterprise-wide AI strategy service that needs board-level visibility., Shortlisting a recognizable services firm for a procurement process that requires one. | Getting an AI strategy assessment service for a pre-seed or seed-stage startup., Getting AI advisory and data engineering services handled by one small, accountable team. |
| Typical project type | Retainer | Fixed project |
QuantumBlack, AI by McKinsey vs SoftKraft: pros and cons
| QuantumBlack, AI by McKinsey | |
|---|---|
| + | The McKinsey brand secures board-level access that a lesser-known services firm can't always get. |
| + | A Formula 1 analytics origin story reflects genuine engineering depth behind the brand name. |
| + | More than 1,000 dedicated AI staff across 40-plus global offices. |
| + | Runs as a distinctly named services practice within McKinsey, not a generic add-on. |
| - | Service pricing and minimum commitments sit above what most mid-market buyers can justify |
| - | Sitting inside a much larger firm limits how flexible the service scope can be, compared with an independent firm |
| SoftKraft | |
|---|---|
| + | A smaller team size keeps overhead, and likely service cost, below mid-size and enterprise firms. |
| + | A 70% North American client base shows the team has adapted to US buyer expectations from Poland. |
| + | Founder-led leadership stays close to service delivery rather than purely sales. |
| + | Startup and SME focus means scope and pricing fit smaller budgets from the outset. |
| - | A team of 11-50 limits capacity to a handful of concurrent service engagements |
| - | Less public case-study history than firms with a decade-plus track record |
Who should choose QuantumBlack, AI by McKinsey?
A typical fit: running an enterprise-wide AI strategy service that needs board-level visibility.
A Formula 1 data-science origin behind a 1,000-plus person McKinsey services practice. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Manufacturing, Retail & e-commerce, Healthcare.
Who should choose SoftKraft?
A typical fit: getting an AI strategy assessment service for a pre-seed or seed-stage startup.
A small dedicated team priced for startup budgets, not enterprise service rates. Minimum engagement is not publicly disclosed. Works best with clients in Fintech, SaaS, Healthtech.
Decision matrix: QuantumBlack, AI by McKinsey vs SoftKraft
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | SoftKraft |
| You need a large dedicated team for an ongoing programme | QuantumBlack, AI by McKinsey |
| Your budget is at the lower end | Compare: QuantumBlack, AI by McKinsey (Not disclosed) vs SoftKraft (Not disclosed) |
| You need specialist depth in a specific vertical | QuantumBlack, AI by McKinsey |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | QuantumBlack, AI by McKinsey |
Use case fit: QuantumBlack, AI by McKinsey vs SoftKraft
| Use case | QuantumBlack, AI by McKinsey fit | SoftKraft fit | Winner |
|---|---|---|---|
| Running an enterprise-wide AI strategy service that needs board-level visibility. | Strong | Limited | QuantumBlack, AI by McKinsey |
| Shortlisting a recognizable services firm for a procurement process that requires one. | Strong | Limited | QuantumBlack, AI by McKinsey |
| Getting an AI strategy assessment service for a pre-seed or seed-stage startup. | Limited | Strong | SoftKraft |
| Getting AI advisory and data engineering services handled by one small, accountable team. | Limited | Strong | SoftKraft |
| Fixed-price project | Limited | Limited | Both equally |
| Dedicated team model | Limited | Limited | Both equally |
Verdict: QuantumBlack, AI by McKinsey vs SoftKraft
QuantumBlack, AI by McKinsey (4.8/5) is the stronger overall choice for most AI Consulting projects. A Formula 1 data-science origin behind a 1,000-plus person McKinsey services practice.
SoftKraft (3.9/5) is worth a look if you need getting AI advisory and data engineering services handled by one small, accountable team. If your situation matches that, SoftKraft is a competitive option.
Related comparisons
QuantumBlack, AI by McKinsey vs SoftKraft FAQ
Is QuantumBlack, AI by McKinsey better than SoftKraft?
QuantumBlack, AI by McKinsey (4.8/5) scores higher overall, but "better" depends on your use case. QuantumBlack, AI by McKinsey's strongest advantage: the McKinsey brand secures board-level access that a lesser-known services firm can't always get. SoftKraft's strongest advantage: a smaller team size keeps overhead, and likely service cost, below mid-size and enterprise firms.
How do QuantumBlack, AI by McKinsey and SoftKraft differ in pricing?
QuantumBlack, AI by McKinsey uses retainer, enterprise contracting pricing. SoftKraft uses fixed project or dedicated team pricing. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: QuantumBlack, AI by McKinsey or SoftKraft?
QuantumBlack, AI by McKinsey is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each firm before shortlisting.
What are the main differences between QuantumBlack, AI by McKinsey and SoftKraft?
QuantumBlack, AI by McKinsey's primary differentiator is: a Formula 1 data-science origin behind a 1,000-plus person McKinsey services practice. SoftKraft's primary differentiator is: a small dedicated team priced for startup budgets, not enterprise service rates. They also differ in team size (1,001-5,000 vs 11-50), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Financial services, Manufacturing vs Fintech, SaaS).
Verify all details directly with each firm before making a decision.