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 that want McKinsey's name behind real engineering capacity. SoftKraft is the stronger option for startups on tight budgets needing AI strategy advice. 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 pedigree inside a 1,000-plus person McKinsey practice | A small dedicated team priced for startup budgets, not enterprise 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
Before it was McKinsey's AI practice, QuantumBlack was a performance-analytics operation for Formula 1 teams, founded in 2009. McKinsey acquired it in December 2015 when it had around 45 people; it now runs out of London with staff across more than 40 offices globally and a reported headcount in the 1,001-5,000 range. That racing pedigree still shapes how the practice pitches itself: outcomes measured in specific numbers, not narrative claims about transformation.
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 agency's 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 program that needs board-level visibility., Shortlisting a recognizable name for a procurement process that requires one. | Getting an AI strategy assessment for a pre-seed or seed-stage startup., Getting AI advisory and data engineering 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 name gets a board-level meeting scheduled that a lesser-known firm can't always secure. |
| + | An unusual founding story in Formula 1 performance analytics reflects real engineering depth behind the brand. |
| + | More than 1,000 dedicated AI staff across 40-plus global offices. |
| + | Operates as a distinct, named practice within McKinsey rather than a generic add-on. |
| - | Pricing and minimum commitments sit above what most mid-market companies can justify |
| - | Sitting inside a much larger firm limits how flexible the engagement can be on scope and pace |
| SoftKraft | |
|---|---|
| + | A smaller team size keeps overhead, and likely cost, below mid-size and enterprise agencies. |
| + | A 70% North American client base shows the team has adapted to US buyer expectations from Poland. |
| + | Founder-led leadership stays close to 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 projects |
| - | Less public case-study history than agencies with a decade-plus track record |
Who should choose QuantumBlack, AI by McKinsey?
A typical fit: running an enterprise-wide AI strategy program that needs board-level visibility.
A Formula 1 data-science pedigree inside a 1,000-plus person McKinsey 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 for a pre-seed or seed-stage startup.
A small dedicated team priced for startup budgets, not enterprise 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 program that needs board-level visibility. | Strong | Limited | QuantumBlack, AI by McKinsey |
| Shortlisting a recognizable name for a procurement process that requires one. | Strong | Limited | QuantumBlack, AI by McKinsey |
| Getting an AI strategy assessment for a pre-seed or seed-stage startup. | Limited | Strong | SoftKraft |
| Getting AI advisory and data engineering 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 pedigree inside a 1,000-plus person McKinsey practice.
SoftKraft (3.9/5) is worth a look if you need getting AI advisory and data engineering 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 name gets a board-level meeting scheduled that a lesser-known firm can't always secure. SoftKraft's strongest advantage: a smaller team size keeps overhead, and likely cost, below mid-size and enterprise agencies.
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 agency 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 pedigree inside a 1,000-plus person McKinsey practice. SoftKraft's primary differentiator is: a small dedicated team priced for startup budgets, not enterprise 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 agency before making a decision.