Addepto vs Predli: full comparison for 2026
Quick verdict
Addepto (4.4/5) edges ahead of Predli (4.2/5) overall. Addepto is the better choice for Aviation, logistics, finance — PoC to production MLOps. Predli is the stronger option for Organizations, structured path from AI pilot to production. The right choice depends on your project size, budget, and required tech stack.
Addepto vs Predli: head-to-head summary
| Criterion | Addepto | Predli |
|---|---|---|
| Founded | 2017 | 2019 |
| HQ | Warsaw, Poland | Stockholm, Sweden |
| Team size | 50–249 | Not disclosed |
| Rating | 4.4 / 5 | 4.2 / 5 |
| Primary differentiator | Explicit 'proof-of-concept to production' positioning addresses the common failure mode where enterprise ML pilots never reach deployment | 'Predli Studio' is a dedicated build function that turns AI strategy directly into production-grade custom solutions, rather than handing delivery to a separate vendor |
| Pricing model | Fixed project, Time & Materials | Consulting engagement, project-based |
| Min. engagement | $10,000+ | Not published |
| Primary tech stack | Python, MLOps pipelines, AWS | Python, Generative AI frameworks, Cloud ML platforms |
| Industries served | Aviation, Manufacturing, Automotive, Financial Services, Retail/E-commerce, Logistics | Cross-industry AI adoption |
Addepto vs Predli: 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.
Predli
Predli is a Stockholm, Sweden AI consulting company founded in 2019, combining strategy, engineering, and applied research to take organizations from first AI experiments to production-grade systems. Its 'Predli Studio' functions as a dedicated build unit for turning AI strategy directly into custom production solutions, alongside tech due diligence and AI masterclasses. The company has delivered 40+ AI use-cases for 50+ clients globally (per company website); team size is not publicly disclosed.
Services and capabilities: Addepto vs Predli
| Capability | Addepto | Predli |
|---|---|---|
| ML Development | ✓ | ✓ |
| AI Consulting | ✓ | ✓ |
| Computer Vision | ✗ | ✗ |
| NLP | ✗ | ✗ |
| Generative AI | ✗ | ✓ |
| MLOps | ✓ | ✗ |
| Data Engineering | ✓ | ✗ |
| Staff Augmentation | ✗ | ✗ |
Tech stack comparison: Addepto vs Predli
| Framework / platform | Addepto | Predli |
|---|---|---|
| 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 Predli
| Criterion | Addepto | Predli |
|---|---|---|
| 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 Predli
| Dimension | Addepto | Predli |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Aviation, Manufacturing, Automotive | Cross-industry AI adoption |
| Best use cases | Computer vision for document processing, MLOps pipeline hardening for existing proof-of-concepts | AI strategy and tech due diligence, Generative AI production builds via Predli Studio |
| Typical project type | Fixed project | Consulting retainer |
Addepto vs Predli: 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 |
| Predli | |
|---|---|
| + | 40+ AI use-cases delivered end-to-end for 50+ clients globally (per company website) |
| + | Combines tech due diligence and masterclasses alongside hands-on build work, useful for less AI-mature buyers |
| + | Stockholm HQ gives access to the strong Nordic tech and startup ecosystem |
| + | Founded 2019 with a focused, single-market Nordic identity |
| - | Team size is not publicly disclosed |
| - | Founded 2019 — shorter track record than several Polish and German competitors on this list |
| - | Public case study detail (client names, metrics) is limited |
Who should choose Addepto?
A typical fit: computer vision for document processing.
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 Predli?
A typical fit: AI strategy and tech due diligence.
'Predli Studio' is a dedicated build function that turns AI strategy directly into production-grade custom solutions, rather than handing delivery to a separate vendor. Minimum engagement starts at Not published. Works best with clients in Cross-industry AI adoption.
Decision matrix: Addepto vs Predli
| 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 Predli (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 Predli
| Use case | Addepto fit | Predli fit | Winner |
|---|---|---|---|
| Computer vision for document processing | Strong | Limited | Addepto |
| MLOps pipeline hardening for existing proof-of-concepts | Strong | Limited | Addepto |
| AI strategy and tech due diligence | Strong | Strong | Both equally |
| Generative AI production builds via Predli Studio | Limited | Strong | Predli |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Addepto vs Predli
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.
Predli (4.2/5) is worth a look if you need generative AI production builds via Predli Studio. If your situation matches that, Predli is a competitive option.
Related comparisons
Addepto vs Predli FAQ
Is Addepto better than Predli?
Addepto (4.4/5) scores higher overall, but "better" depends on your use case. Addepto's strongest advantage: broad industry coverage from aviation to legal shows delivery flexibility beyond a single vertical. Predli's strongest advantage: 40+ AI use-cases delivered end-to-end for 50+ clients globally (per company website).
How do Addepto and Predli differ in pricing?
Addepto uses fixed project, time & materials pricing with a minimum engagement of $10,000+. Predli uses consulting engagement, project-based 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 Predli?
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 Predli?
Addepto's primary differentiator is: explicit 'proof-of-concept to production' positioning addresses the common failure mode where enterprise ML pilots never reach deployment. Predli's primary differentiator is: 'Predli Studio' is a dedicated build function that turns AI strategy directly into production-grade custom solutions, rather than handing delivery to a separate vendor. 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 Cross-industry AI adoption).