LLM Agents & RAG · Global
Deviniti, InApps Technology, and Vincit lead LLM Agents & RAG worldwide as of October 2026, from 1,806 firms and 11,923 published client reviews. Ranked by specialist score: focus and evidence first, then client ratings and reviews. Placement cannot be bought. Methodology.
Researched by RankGlobal Research Team · First published Apr 29, 2026
Ranking insights
01 · Leaderboard
Each ring is a firm’s specialist score out of 100. Blue is specialisation, up to 55. Green is client evidence from ratings and reviews, up to 45. Select a firm to jump to its listing.
Specialist score: focus and evidence first, then ratings and reviews. A sponsored card is not a rank.
Wroclaw, Poland250-999 employees$25K - $75K
Deviniti combines software development with Generative AI to automate enterprise workflows, scale IT systems, and deliver Atlassian and monday.com solutions for businesses seeking efficiency and digital transformation.
Ho Chi Minh City, Vietnam50-249 employees$10K - $50K
Its own website shows its strongest capability in AI Agents within LLM Agents & RAG, alongside Large Language Models and Retrieval-Augmented Generation. The industry it describes most is FinTech Platforms.
Tampere, Finland250-999 employees$50K - $150K
Vincit combines Scandinavian design with Silicon Valley engineering to deliver AI-driven solutions, including AI agents and custom software, focused on turning AI hype into measurable business value for clients.
Victoria, Australia180+ employees$50K - $150K
Its own website shows its strongest capability in AI Agents within LLM Agents & RAG, alongside Large Language Models and Retrieval-Augmented Generation. The industry it describes most is E-commerce & Online Marketplaces.
New Orleans, United States38+ employees$100K+
Revelry is an AI-fueled custom software solutions company that provides best-in-class software development and AI implementation through a collaborative Lean Agile process, helping businesses de-risk development and leverage AI.
Atlanta, United States250-999 employees$25K - $75K
HatchWorks is an AI and data transformation partner that helps businesses realize AI value and ROI by delivering AI strategy, data engineering, AI-powered software development, and top AI talent worldwide.
London, United Kingdom50-249 employees$100K+
Neurons Lab is an AI consultancy delivering end-to-end transformation services, including strategy, governance, and multi-agent AI systems, to guide enterprises through the complexities of AI adoption and scaling.
Florianopolis, Brazil50-249 employees$50K - $150K
Cheesecake Labs is a design and software development company that builds digital products for startups and Fortune 500s, specializing in iOS, web applications, and AI integration with a nearshore model.
Marina Del Rey, United States50-249 employees$25K - $75K
AE Studio is a product development, data science, and design agency that builds custom AI solutions, MVPs, and brain-computer interface technologies to help founders and enterprises accelerate innovation.
Location not listedNot disclosedNot disclosed
Its own website shows its strongest capability in AI Agents within LLM Agents & RAG, alongside Vector Databases and AI Copilots. The industry it describes most is E-commerce & Online Marketplaces.
Austin, United States12+ employees$5K - $15K
Its own website shows its strongest capability in Vector Databases within LLM Agents & RAG, alongside Semantic Search and Fine-Tuning & Adaptation. The industry it describes most is Real Estate Technology (PropTech).
Victoria, Australia10-49 employees$5K - $15K
Its own website shows its strongest capability in AI Agents within LLM Agents & RAG, alongside Multi-Agent Systems and Generative AI Development. The industry it describes most is Residential Real Estate.
Location not listedNot disclosedNot disclosed
Its own website shows its strongest capability in Large Language Models within LLM Agents & RAG, alongside Retrieval-Augmented Generation and Multi-Agent Systems. The industry it describes most is HealthTech Platforms.
Bangalore, India250-999 employees$10K - $50K
GeekyAnts is a product development studio with an AI-driven, customer-centric approach, specializing in generative AI integration, enterprise modernization, and building scalable digital architectures.
Chicago, United StatesNot disclosedNot disclosed
Its own website shows its strongest capability in Large Language Models within LLM Agents & RAG, alongside Model Context Protocol Integration and Code Generation Assistants. The industry it describes most is General Manufacturing.
Bangalore, India50-249 employees$5K - $15K
MarsDevs is a product engineering studio delivering scalable apps and AI-driven systems for startups and enterprises across 10+ industries, offering AI, mobile, web, DevOps, and consulting services with innovation.
Sydney, Australia250-999 employees$5K - $15K
EB Pearls is an Australian software development agency specializing in custom mobile and web applications, offering advanced AI integration, machine learning solutions, and digital transformation services for startups and enterprise.
Gliwice, Poland50-249 employees$25K - $75K
Boldare is a digital product creation and consulting firm delivering AI-augmented solutions, full-cycle development, and transformation services for businesses worldwide.
San Francisco, United States50-249 employeesNot disclosed
Abstracta is a technology solutions firm specializing in software testing and AI-driven development, creating context-aware AI agents and automation frameworks to enhance software quality and engineering team productivity worldwide.
Bratislava, Slovakia50-249 employees$25K - $75K
Altamira delivers AI-native solutions, including custom software, intelligent agents, and automation, enabling businesses across healthcare, finance, and retail to achieve measurable ROI.
That’s the top 20 of 1,806 mapped firms in LLM Agents & RAG. The directory lists all of them in the same order.
See all 1,806 companies →This shortlist is computed from 1,806 published LLM Agents & RAG providers mapped in the RankGlobal dataset worldwide. We show the leading 20, ordered by specialist score: focus and evidence on each firm's own website first, then client ratings and reviews. Placement cannot be purchased. The current leaders are Deviniti, InApps Technology, and Vincit. Published Apr 29, 2026; the order changes as evidence lands.
Save firms on this list to build a shortlist you can come back to on this device.
View full shortlistRankings are a point-in-time assessment and change as evidence lands. Mapped directory · Listing disclaimer
How the list is computed, what the two score parts mean, and why placement can’t be bought.
The list is computed at request time from published LLM Agents & RAG providers mapped in the RankGlobal dataset worldwide. Order is the specialist score: how focused each firm is on this area and how much of it its own website shows, then client ratings and reviews. It is not a stored editorial pick.
No. Placement cannot be purchased. Commercial relationships do not change rank.
Absence from this shortlist means the firm is not a published provider mapped to this scope in RankGlobal, not that it does not exist. Coverage grows as profiles and reviews are added.
