Addepto vs Deeper Insights: full comparison for 2026
Last updated: July 2026
Quick verdict
Addepto (4.4/5) edges ahead of Deeper Insights (4.3/5) overall. Addepto is the better choice for mid-market to enterprise buyers in aviation, logistics, or finance that already have a proof-of-concept and need it hardened into a production MLOps pipeline.. Deeper Insights is the stronger option for enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench.. The right choice depends on your project size, budget, and required tech stack.
Addepto vs Deeper Insights: head-to-head summary
| Criterion | Addepto | Deeper Insights |
|---|---|---|
| Founded | 2017 | 2014 |
| HQ | Warsaw, Poland | London, United Kingdom |
| Team size | 50–249 | Not disclosed |
| Rating | 4.4 / 5 | 4.3 / 5 |
| Best for | Mid-market to enterprise buyers in aviation, logistics, or finance that already have a proof-of-concept and need it hardened into a production MLOps pipeline. | Enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench. |
| Pricing model | Fixed project, Time & Materials | Consulting engagement |
| Min. engagement | $10,000+ | Not published |
| Primary tech stack | Python, MLOps pipelines, AWS | Python, Data science pipelines, Document intelligence tooling |
| Industries served | Aviation, Manufacturing, Automotive, Financial Services, Retail/E-commerce, Logistics | Healthcare, Financial Services, Retail/E-commerce, Manufacturing |
Addepto vs Deeper Insights: overview
Addepto
Addepto is a Warsaw, Poland AI consultancy founded in 2017 that explicitly positions its value around production-grade delivery — moving clients from proof-of-concept to production — rather than research exploration. It covers AI consulting, generative AI development, data engineering, MLOps, document processing, and computer vision, serving aviation, manufacturing, automotive, finance, retail, healthcare, and logistics clients. Addepto is a GoodFirms top-rated firm for Big Data and Business Intelligence services, with a 50–249 employee band per Clutch.
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.
Services and capabilities: Addepto vs Deeper Insights
| Capability | Addepto | Deeper Insights |
|---|---|---|
| ML Development | ✓ | ✓ |
| AI Consulting | ✓ | ✓ |
| Computer Vision | ✗ | ✗ |
| NLP | ✗ | ✗ |
| Generative AI | ✗ | ✗ |
| MLOps | ✓ | ✗ |
| Data Engineering | ✓ | ✓ |
| Staff Augmentation | ✗ | ✗ |
Tech stack comparison: Addepto vs Deeper Insights
| Framework / platform | Addepto | Deeper Insights |
|---|---|---|
| Python | ✓ | ✓ |
| AWS | ✓ | N/A |
| Microsoft Azure | N/A | N/A |
| Google Cloud | ✓ | N/A |
| Kubernetes | N/A | N/A |
| PyTorch | N/A | N/A |
| LangChain | N/A | N/A |
| Databricks | N/A | N/A |
Pricing comparison: Addepto vs Deeper Insights
| Criterion | Addepto | Deeper Insights |
|---|---|---|
| Minimum engagement | $10,000+ | Not published |
| Engagement models | Fixed project, Time & Materials, Dedicated team | Consulting retainer, Fixed project |
| Rate transparency | Minimum disclosed | Not public |
| Price tier | Accessible | Enterprise / mid-market |
Target audience comparison: Addepto vs Deeper Insights
| Dimension | Addepto | Deeper Insights |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Aviation, Manufacturing, Automotive | Healthcare, Financial Services, Retail/E-commerce |
| Best use cases | Computer vision for document processing, MLOps pipeline hardening for existing proof-of-concepts | Document intelligence and processing systems, Healthcare data science projects |
| Typical project type | Fixed project | Consulting retainer |
Addepto vs Deeper Insights: pros and cons
| Addepto | |
|---|---|
| + | Broad industry coverage from aviation to legal shows delivery flexibility beyond a single vertical |
| + | Explicit MLOps and production focus addresses the common 'stuck in proof-of-concept' failure mode |
| + | $10K entry point is accessible for a mid-market pilot engagement |
| + | GoodFirms top-rated recognition for Big Data and Business Intelligence services |
| - | Broad industry spread can mean less depth in any single regulated vertical than a specialist boutique |
| - | Exact team size within the 50–249 Clutch band is not broken out by function |
| - | Public case studies are largely testimonial-based rather than published with hard metrics |
| 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 |
Who should choose Addepto?
Addepto is the right choice for mid-market to enterprise buyers in aviation, logistics, or finance that already have a proof-of-concept and need it hardened into a production MLOps pipeline..
Explicit 'proof-of-concept to production' positioning addresses the common failure mode where enterprise ML pilots never reach deployment.. Minimum engagement starts at $10,000+. Works best with clients in Aviation, Manufacturing, Automotive, Financial Services, Retail/E-commerce, Logistics.
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.
Decision matrix: Addepto vs Deeper Insights
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Addepto |
| You need a large dedicated team for an ongoing programme | Addepto |
| Your budget is at the lower end | Compare: Addepto ($10,000+) vs Deeper Insights (Not published) |
| You need specialist depth in a specific vertical | Addepto |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Addepto |
Use case fit: Addepto vs Deeper Insights
| Use case | Addepto fit | Deeper Insights fit | Winner |
|---|---|---|---|
| Computer vision for document processing | Strong | Limited | Addepto |
| MLOps pipeline hardening for existing proof-of-concepts | Strong | Limited | Addepto |
| Document intelligence and processing systems | Strong | Strong | Both equally |
| Healthcare data science projects | Limited | Strong | Deeper Insights |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Addepto vs Deeper Insights
Addepto (4.4/5) is the stronger overall choice for most Machine Learning Development projects. Explicit 'proof-of-concept to production' positioning addresses the common failure mode where enterprise ML pilots never reach deployment.. It is best for mid-market to enterprise buyers in aviation, logistics, or finance that already have a proof-of-concept and need it hardened into a production MLOps pipeline..
Deeper Insights (4.3/5) is the better choice when enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench.. If your situation matches those criteria, Deeper Insights is a competitive option.
Related comparisons
Addepto vs Deeper Insights FAQ
Is Addepto better than Deeper Insights?
Addepto (4.4/5) scores higher overall, but "better" depends on your use case. Addepto is better for mid-market to enterprise buyers in aviation, logistics, or finance that already have a proof-of-concept and need it hardened into a production MLOps pipeline.. Deeper Insights is better for enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench..
How do Addepto and Deeper Insights differ in pricing?
Addepto uses fixed project, time & materials pricing with a minimum engagement of $10,000+. Deeper Insights uses consulting engagement 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 Deeper Insights?
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 Deeper Insights?
Addepto's primary differentiator is: explicit 'proof-of-concept to production' positioning addresses the common failure mode where enterprise ml pilots never reach deployment.. 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.. They also differ in team size (50–249 vs Not disclosed), minimum engagement ($10,000+ vs Not published), and primary industries served (Aviation, Manufacturing vs Healthcare, Financial Services).
Last reviewed: July 2026. Verify all details directly with each company before making a decision.