Deeper Insights vs Reaktor: full comparison for 2026
Last updated: July 2026
Quick verdict
Deeper Insights (4.3/5) edges ahead of Reaktor (3.8/5) overall. Deeper Insights is the better choice for enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench.. Reaktor is the stronger option for enterprises wanting AI capability embedded within a broader human-centred digital product and design consultancy, rather than a standalone ML vendor.. The right choice depends on your project size, budget, and required tech stack.
Deeper Insights vs Reaktor: head-to-head summary
| Criterion | Deeper Insights | Reaktor |
|---|---|---|
| Founded | 2014 | 2000 |
| HQ | London, United Kingdom | Helsinki, Finland |
| Team size | Not disclosed | 700 |
| Rating | 4.3 / 5 | 3.8 / 5 |
| Best for | Enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench. | Enterprises wanting AI capability embedded within a broader human-centred digital product and design consultancy, rather than a standalone ML vendor. |
| Pricing model | Consulting engagement | Dedicated team, project-based consulting |
| Min. engagement | Not published | Not published (large enterprise engagements) |
| Primary tech stack | Python, Data science pipelines, Document intelligence tooling | Python, AI/data-driven product tooling, Cloud platforms |
| Industries served | Healthcare, Financial Services, Retail/E-commerce, Manufacturing | Cross-industry digital product development |
Deeper Insights vs Reaktor: overview
Deeper Insights
Deeper Insights is a London, UK AI and data-science consultancy founded in 2014, with a team reported to hold 500+ citations and patents globally (per company website) — pointing to a research-oriented bench rather than a purely staffing-based delivery model. It serves healthcare, real estate, financial services, retail, recruitment, and manufacturing clients through AI consulting, data science, machine learning, and document intelligence work. Team size is not publicly disclosed.
Reaktor
Reaktor is a Helsinki, Finland digital consultancy founded in 2000, with 700 employees across nine offices including Helsinki, New York, Amsterdam, Stockholm, and Tokyo. It co-created 'Elements of AI,' a free AI-literacy MOOC with the University of Helsinki taken by over half a million people worldwide, and integrates AI and data-driven technology across a broader human-centred design and engineering practice rather than positioning itself as a standalone ML vendor.
Services and capabilities: Deeper Insights vs Reaktor
| Capability | Deeper Insights | Reaktor |
|---|---|---|
| ML Development | ✓ | ✓ |
| AI Consulting | ✓ | ✓ |
| Computer Vision | ✗ | ✗ |
| NLP | ✗ | ✗ |
| Generative AI | ✗ | ✗ |
| MLOps | ✗ | ✗ |
| Data Engineering | ✓ | ✓ |
| Staff Augmentation | ✗ | ✗ |
Tech stack comparison: Deeper Insights vs Reaktor
| Framework / platform | Deeper Insights | Reaktor |
|---|---|---|
| Python | ✓ | ✓ |
| AWS | N/A | N/A |
| Microsoft Azure | N/A | N/A |
| Google Cloud | N/A | N/A |
| Kubernetes | N/A | N/A |
| PyTorch | N/A | N/A |
| LangChain | N/A | N/A |
| Databricks | N/A | N/A |
Pricing comparison: Deeper Insights vs Reaktor
| Criterion | Deeper Insights | Reaktor |
|---|---|---|
| Minimum engagement | Not published | Not published (large enterprise engagements) |
| Engagement models | Consulting retainer, Fixed project | Dedicated team, Project-based consulting |
| Rate transparency | Not public | Not public |
| Price tier | Enterprise / mid-market | Enterprise / mid-market |
Target audience comparison: Deeper Insights vs Reaktor
| Dimension | Deeper Insights | Reaktor |
|---|---|---|
| Best company size | Startup to mid-market | Mid-market to enterprise |
| Best industries | Healthcare, Financial Services, Retail/E-commerce | Cross-industry digital product development |
| Best use cases | Document intelligence and processing systems, Healthcare data science projects | Human-centred AI product design and development, Enterprise AI literacy training programs |
| Typical project type | Consulting retainer | Dedicated team |
Deeper Insights vs Reaktor: pros and cons
| Deeper Insights | |
|---|---|
| + | Founded 2014 with a decade of UK market presence |
| + | 500+ citations and patents across the team signals genuine research depth (per company website; independently unverifiable at the individual level) |
| + | Wide industry coverage from healthcare to real estate to manufacturing |
| + | London HQ gives strong access to UK financial-services and enterprise buyers |
| - | Team size is not publicly disclosed, making capacity planning harder for prospective clients to assess |
| - | Named enterprise clients are described generically rather than listed, limiting independent verification |
| - | AI SEO service line suggests some revenue diversification away from core ML delivery |
| Reaktor | |
|---|---|
| + | 700 employees across nine global offices (Helsinki, New York, Amsterdam, Stockholm, Tokyo, and more) give major delivery scale |
| + | 'Elements of AI' MOOC, with 500,000+ participants, is a uniquely large-scale public AI-education contribution |
| + | Human-centred design integrated directly with AI and data engineering, useful for consumer-facing AI products |
| + | Founded 2000 — a quarter-century of continuous Helsinki-based operation |
| - | AI/ML is one capability within a much broader design-and-engineering digital consultancy, not the firm's primary specialization |
| - | 700-person, nine-office scale trades boutique-level AI focus for broad digital-consultancy breadth |
| - | Public case studies emphasize design and product outcomes more than specific ML model performance metrics |
Who should choose Deeper Insights?
Deeper Insights is the right choice for enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench..
Team holds 500+ citations and patents globally (per company website), signaling research depth rather than a purely delivery-focused staffing model.. Minimum engagement starts at Not published. Works best with clients in Healthcare, Financial Services, Retail/E-commerce, Manufacturing.
Who should choose Reaktor?
Reaktor is the right choice for enterprises wanting AI capability embedded within a broader human-centred digital product and design consultancy, rather than a standalone ML vendor..
Co-created 'Elements of AI,' a free AI literacy MOOC with the University of Helsinki taken by over half a million people worldwide — a public-education contribution unmatched by any other company on this list.. Minimum engagement starts at Not published (large enterprise engagements). Works best with clients in Cross-industry digital product development.
Decision matrix: Deeper Insights vs Reaktor
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Deeper Insights |
| You need a large dedicated team for an ongoing programme | Reaktor |
| Your budget is at the lower end | Compare: Deeper Insights (Not published) vs Reaktor (Not published (large enterprise engagements)) |
| You need specialist depth in a specific vertical | Deeper Insights |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Deeper Insights |
Use case fit: Deeper Insights vs Reaktor
| Use case | Deeper Insights fit | Reaktor fit | Winner |
|---|---|---|---|
| Document intelligence and processing systems | Strong | Limited | Deeper Insights |
| Healthcare data science projects | Strong | Limited | Deeper Insights |
| Human-centred AI product design and development | Limited | Strong | Reaktor |
| Enterprise AI literacy training programs | Limited | Strong | Reaktor |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Deeper Insights vs Reaktor
Deeper Insights (4.3/5) is the stronger overall choice for most Machine Learning Development projects. Team holds 500+ citations and patents globally (per company website), signaling research depth rather than a purely delivery-focused staffing model.. It is best for enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench..
Reaktor (3.8/5) is the better choice when enterprises wanting AI capability embedded within a broader human-centred digital product and design consultancy, rather than a standalone ML vendor.. If your situation matches those criteria, Reaktor is a competitive option.
Related comparisons
Deeper Insights vs Reaktor FAQ
Is Deeper Insights better than Reaktor?
Deeper Insights (4.3/5) scores higher overall, but "better" depends on your use case. Deeper Insights is better for enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench.. Reaktor is better for enterprises wanting AI capability embedded within a broader human-centred digital product and design consultancy, rather than a standalone ML vendor..
How do Deeper Insights and Reaktor differ in pricing?
Deeper Insights uses consulting engagement pricing with a minimum engagement of Not published. Reaktor uses dedicated team, project-based consulting pricing with a minimum engagement of Not published (large enterprise engagements). Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Deeper Insights or Reaktor?
Reaktor 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 Deeper Insights and Reaktor?
Deeper Insights's primary differentiator is: team holds 500+ citations and patents globally (per company website), signaling research depth rather than a purely delivery-focused staffing model.. Reaktor's primary differentiator is: co-created 'elements of ai,' a free ai literacy mooc with the university of helsinki taken by over half a million people worldwide — a public-education contribution unmatched by any other company on this list.. They also differ in team size (Not disclosed vs 700), minimum engagement (Not published vs Not published (large enterprise engagements)), and primary industries served (Healthcare, Financial Services vs Cross-industry digital product development).
Last reviewed: July 2026. Verify all details directly with each company before making a decision.