Markovate vs Deeper Insights: full comparison for 2026
Last updated: June 2026
Quick verdict
Markovate (4.5/5) edges ahead of Deeper Insights (4.2/5) overall. Markovate is the better choice for healthcare, fintech, and SaaS companies integrating AI agents into a broader product roadmap. Deeper Insights is the stronger option for uK and European organisations needing AI agent development combined with data science and AI governance consulting. The right choice depends on your project size, budget, and required tech stack.
Markovate vs Deeper Insights: head-to-head summary
| Criterion | Markovate | Deeper Insights |
|---|---|---|
| Founded | 2015 | 2016 |
| HQ | San Francisco, CA, USA | London, UK |
| Team size | 51–100 | 51–100 |
| Rating | 4.5 / 5 | 4.2 / 5 |
| Best for | Healthcare, fintech, and SaaS companies integrating AI agents into a broader product roadmap | UK and European organisations needing AI agent development combined with data science and AI governance consulting |
| Pricing model | Fixed project, retainer, dedicated team | Fixed project, retainer |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | CrewAI, LangChain, OpenAI | OpenAI, Anthropic Claude, Python |
| Industries served | Healthcare, Fintech, SaaS, Retail, Legal | Financial services, Healthcare, Media, Technology, Retail |
Markovate vs Deeper Insights: overview
Markovate
Markovate is a San Francisco-based AI and digital product development company founded in 2015. The firm holds ISO 9001:2015 and ISO/IEC 27001:2022 certifications and carries GDPR and HIPAA readiness, making it a strong fit for regulated industries. Co-founder Rajeev Sharma previously led AI initiatives at AT&T and IBM. Markovate's agentic AI practice covers multi-agent systems, LLM fine-tuning, vector search integration, and rapid proof-of-concept delivery — typically reaching a working validation within weeks.
Deeper Insights
Deeper Insights is a UK-based AI and data science consultancy specialising in natural language processing, machine learning engineering, AI governance consulting, and computer vision. The firm has expanded its practice into AI agent development, building custom agents and RAG systems for clients in financial services, healthcare, and media. Deeper Insights is a strong fit for European organisations that need AI agent development alongside a broader data science and model governance capability.
Services and capabilities: Markovate vs Deeper Insights
| Capability | Markovate | Deeper Insights |
|---|---|---|
| Custom AI agents | ✓ | ✓ |
| Multi-agent systems | ✓ | ✗ |
| RAG pipelines | ✓ | ✓ |
| LLM integration | ✓ | ✗ |
| MLOps | ✗ | ✗ |
| AI consulting | ✗ | ✗ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✗ |
Tech stack comparison: Markovate vs Deeper Insights
| Framework / platform | Markovate | Deeper Insights |
|---|---|---|
| LangGraph | N/A | N/A |
| AutoGen | N/A | N/A |
| CrewAI | ✓ | N/A |
| LangChain | ✓ | ✓ |
| OpenAI | ✓ | ✓ |
| Anthropic Claude | N/A | ✓ |
| AWS Bedrock | N/A | N/A |
| GCP Vertex AI | N/A | N/A |
| Azure OpenAI | N/A | N/A |
Pricing comparison: Markovate vs Deeper Insights
| Criterion | Markovate | Deeper Insights |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed project, Retainer, Dedicated team | Fixed project, Retainer |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Markovate vs Deeper Insights
| Dimension | Markovate | Deeper Insights |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Healthcare, Fintech, SaaS | Financial services, Healthcare, Media |
| Best use cases | AI agents for legal document review and insurance processing, Healthcare diagnostics and medical claims automation | NLP-powered AI agents for document processing, Computer vision agents for quality control and inspection |
| Typical project type | Fixed project | Fixed project |
Markovate vs Deeper Insights: pros and cons
| Markovate | |
|---|---|
| + | ISO 9001 and ISO 27001 certified — strong for compliance-sensitive buyers |
| + | HIPAA and GDPR readiness built in |
| + | Rapid POC framework — working prototype in weeks |
| + | Leadership with enterprise AI background (AT&T, IBM) |
| - | ISO certification and formal process add overhead — not the fastest engagement for startup-pace teams |
| - | Mid-size team (51–100) limits capacity for very large concurrent programmes |
| Deeper Insights | |
|---|---|
| + | UK-based — GDPR-compliant delivery and EU data sovereignty |
| + | Strong NLP, computer vision, and AI governance background |
| + | Covers AI governance consulting alongside technical delivery |
| - | Smaller team (51–100) limits capacity for large concurrent programmes |
| - | AI agent practice is newer than its core data science heritage |
Who should choose Markovate?
Markovate is the right choice for healthcare, fintech, and SaaS companies integrating AI agents into a broader product roadmap.
ISO-certified with HIPAA/GDPR readiness; leadership with prior AI experience at AT&T and IBM. Minimum engagement starts at Not disclosed. Works best with clients in Healthcare, Fintech, SaaS, Retail, Legal.
Who should choose Deeper Insights?
Deeper Insights is the right choice for uK and European organisations needing AI agent development combined with data science and AI governance consulting.
UK-based AI and data science depth with AI governance consulting; strong NLP and computer vision background. Minimum engagement starts at Not disclosed. Works best with clients in Financial services, Healthcare, Media, Technology, Retail.
Decision matrix: Markovate vs Deeper Insights
| Your situation | Recommended choice |
|---|---|
| You need production-ready AI agents with full delivery ownership | Markovate |
| You have a budget over $200K and need enterprise-scale delivery | Consider EPAM Systems for very large programmes |
| You need a fixed-price project with a well-defined scope | Markovate |
| You need AI engineers assembled within days | Consider Turing for speed of team assembly |
| You need healthcare AI with compliance expertise | Consider SoftServe for deep healthcare AI |
| Your budget is under $30K | Consider SoluLab ($15K) or Appinventiv ($20K) |
| You want multi-agent LangGraph architecture | Consider Tensorway or Leewayhertz |
| You need RAG over proprietary knowledge bases | Deeper Insights |
Use case fit: Markovate vs Deeper Insights
| Use case | Markovate fit | Deeper Insights fit | Winner |
|---|---|---|---|
| Autonomous AI agents | Limited | Limited | Both equally |
| RAG knowledge systems | Limited | Strong | Deeper Insights |
| Enterprise compliance AI | Limited | Limited | Both equally |
| Healthcare AI | Strong | Limited | Markovate |
| Startup AI MVP | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Markovate vs Deeper Insights
Markovate (4.5/5) is the stronger overall choice for most AI agent development projects in 2026. ISO-certified with HIPAA/GDPR readiness; leadership with prior AI experience at AT&T and IBM. It is best for healthcare, fintech, and SaaS companies integrating AI agents into a broader product roadmap.
Deeper Insights (4.2/5) is the better choice when uK and European organisations needing AI agent development combined with data science and AI governance consulting. If your situation matches those criteria, Deeper Insights is a competitive option.
Related comparisons
Markovate vs Deeper Insights FAQ
Is Markovate better than Deeper Insights?
Markovate (4.5/5) scores higher overall, but "better" depends on your use case. Markovate is better for healthcare, fintech, and SaaS companies integrating AI agents into a broader product roadmap. Deeper Insights is better for uK and European organisations needing AI agent development combined with data science and AI governance consulting.
How do Markovate and Deeper Insights differ in pricing?
Markovate uses fixed project, retainer, dedicated team pricing with a minimum engagement of Not disclosed. Deeper Insights uses fixed project, retainer pricing with a minimum engagement of Not disclosed. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Markovate or Deeper Insights?
Neither is the better enterprise choice due to team size and compliance capabilities. For large-scale enterprise AI programmes with multi-region requirements, EPAM Systems (10,000+ engineers) is worth evaluating alongside both firms.
What are the main differences between Markovate and Deeper Insights?
Markovate's primary differentiator is: iso-certified with hipaa/gdpr readiness; leadership with prior ai experience at at&t and ibm. Deeper Insights's primary differentiator is: uk-based ai and data science depth with ai governance consulting; strong nlp and computer vision background. They also differ in team size (51–100 vs 51–100), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Healthcare, Fintech vs Financial services, Healthcare).
Last reviewed: June 2026. Verify all details directly with each company before making a decision.