Top Machine Learning Development Services in Europe

InData Labs vs Deeper Insights: full comparison for 2026

Last updated: July 2026

Quick verdict

InData Labs (4.4/5) edges ahead of Deeper Insights (4.3/5) overall. InData Labs is the better choice for companies wanting a decade-plus data science track record with in-house R&D rather than a pure project-delivery shop.. 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.

InData Labs vs Deeper Insights: head-to-head summary

Criterion InData Labs Deeper Insights
Founded 2014 2014
HQ Nicosia, Cyprus (R&D and delivery centers in Lithuania and the US) London, United Kingdom
Team size 80+ Not disclosed
Rating 4.4 / 5 4.3 / 5
Best for Companies wanting a decade-plus data science track record with in-house R&D rather than a pure project-delivery shop. 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 Not published Not published
Primary tech stack Python, Generative AI/GPT tooling, Computer vision frameworks Python, Data science pipelines, Document intelligence tooling
Industries served Cross-industry, Predictive Analytics Healthcare, Financial Services, Retail/E-commerce, Manufacturing

InData Labs vs Deeper Insights: overview

InData Labs

InData Labs is a data science and AI consultancy legally headquartered in Nicosia, Cyprus, founded in 2014 by video-gaming industry veteran Marat Karpeko, with R&D and delivery centers in Lithuania and the US. The 80+ person firm runs its own R&D center and covers a wide technical band from generative AI and GPT integration through predictive analytics, forecasting, and computer vision. Its Cyprus legal HQ gives clients an EU-entity contracting structure alongside nearshore delivery capacity.

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: InData Labs vs Deeper Insights

Capability InData Labs Deeper Insights
ML Development
AI Consulting
Computer Vision
NLP
Generative AI
MLOps
Data Engineering
Staff Augmentation

Tech stack comparison: InData Labs vs Deeper Insights

Framework / platform InData Labs Deeper Insights
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: InData Labs vs Deeper Insights

Criterion InData Labs Deeper Insights
Minimum engagement Not published Not published
Engagement models Fixed project, Time & Materials Consulting retainer, Fixed project
Rate transparency Not public Not public
Price tier Enterprise / mid-market Enterprise / mid-market

Target audience comparison: InData Labs vs Deeper Insights

Dimension InData Labs Deeper Insights
Best company size Startup to mid-market Startup to mid-market
Best industries Cross-industry, Predictive Analytics Healthcare, Financial Services, Retail/E-commerce
Best use cases Generative AI and GPT integration projects, Predictive analytics and forecasting Document intelligence and processing systems, Healthcare data science projects
Typical project type Fixed project Consulting retainer

InData Labs vs Deeper Insights: pros and cons

InData Labs
+ Founded 2014 — one of the longer-running boutique data science firms in this list
+ In-house R&D center is a differentiator versus pure staff-augmentation vendors
+ Cyprus legal HQ with Lithuania/US delivery centers gives EU-entity contracting plus nearshore delivery
+ Broad technical range from generative AI to classic forecasting and computer vision
- 80+ employee band is imprecise — exact current headcount is not independently published
- Legal HQ (Cyprus) is a smaller AI hub than its Lithuania delivery center, which may matter to buyers wanting an on-the-ground presence
- Pricing model and minimum engagement are not published
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 InData Labs?

InData Labs is the right choice for companies wanting a decade-plus data science track record with in-house R&D rather than a pure project-delivery shop..

Runs its own R&D center rather than purely project-based delivery, spanning generative AI/GPT integration through classic predictive analytics and computer vision.. Minimum engagement starts at Not published. Works best with clients in Cross-industry, Predictive Analytics.

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: InData Labs vs Deeper Insights

Your situation Recommended choice
You need full-ownership delivery on a defined project scope InData Labs
You need a large dedicated team for an ongoing programme Check each company's engagement model
Your budget is at the lower end Compare: InData Labs (Not published) vs Deeper Insights (Not published)
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 InData Labs

Use case fit: InData Labs vs Deeper Insights

Use case InData Labs fit Deeper Insights fit Winner
Generative AI and GPT integration projects Strong Limited InData Labs
Predictive analytics and forecasting Strong Limited InData Labs
Document intelligence and processing systems Limited Strong Deeper Insights
Healthcare data science projects Limited Strong Deeper Insights
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: InData Labs vs Deeper Insights

InData Labs (4.4/5) is the stronger overall choice for most Machine Learning Development projects. Runs its own R&D center rather than purely project-based delivery, spanning generative AI/GPT integration through classic predictive analytics and computer vision.. It is best for companies wanting a decade-plus data science track record with in-house R&D rather than a pure project-delivery shop..

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

InData Labs vs Deeper Insights FAQ

Is InData Labs better than Deeper Insights?

InData Labs (4.4/5) scores higher overall, but "better" depends on your use case. InData Labs is better for companies wanting a decade-plus data science track record with in-house R&D rather than a pure project-delivery shop.. 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 InData Labs and Deeper Insights differ in pricing?

InData Labs uses fixed project, time & materials pricing with a minimum engagement of Not published. 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: InData Labs or Deeper Insights?

InData Labs 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 InData Labs and Deeper Insights?

InData Labs's primary differentiator is: runs its own r&d center rather than purely project-based delivery, spanning generative ai/gpt integration through classic predictive analytics and computer vision.. 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 (80+ vs Not disclosed), minimum engagement (Not published vs Not published), and primary industries served (Cross-industry, Predictive Analytics vs Healthcare, Financial Services).

Last reviewed: July 2026. Verify all details directly with each company before making a decision.