Our Approach

At AI Ecosystem Advisors, LLC, we excel in navigating the complex AI landscape to identify potential partners that align with your strategic goals. Leveraging decades of experience in helping software companies launch and manage partnership programs globally, we focus on ensuring your business thrives in the rapidly evolving AI ecosystem. Our experts will guide you through the intricacies of the AI industry and assist you in securing your competitive advantage through mutually beneficial alliances and partnerships. We will handle the task of identifying, qualifying and securing prospective partners, allowing you to focus on driving sales and successfully launching the partnership.

Learn More

Machine-learning, AI & Data Landscape

Sectors Covered

Infrastructure

We have identified over 360 vendors in the "Infrastructure" sector to research, report on, and rank. 23 Sub-sectors include: Storage; MPP DB's; Data Lakes/Lakehouses; DataWarehouses; Streamling; RDBMS; NoSQL Database; RealTime DBs; GraphDB's GPU Databases; Multi-Model DBs; VectorDBs; ELT/ETL/Data Transformation; Reverse ETL; Data Integration; Data Governance & Catalogs; Orchestration; Data Quality & Observability; Fully Managed; MGMT/Monitoring; Privacy & Security; Compute

Image by Stephen Phillips - Hostreviews.co.uk

Analytics

In the Analytics space, we have identified and cover over 150 vendors covering the sub-sectors of: BI Platforms; Visualization; Data Analyst Platforms; Customer Data Platforms; Product Analytics; Log Analytics; Enterprise Search/Knowledge Analytics.

Machine-Learning

There are over 340 vendors in the ML/AI space that we're tracking in all 17 sub-sectors including: Data Science Notebooks; Data Science Platforms; Enterprise ML/AI Platforms; Data Generation & Labeling; ML Ops; AI Observability; Computer Vision; AI Developer Platforms; AI Safety & Security; Speech/Voice; NLP; Commercial AI Research; Non-profit AI Research; AI Hardware; GPU Cloud; Edge AI; Close-source Models.

Applications

The "AI Applications" space has exploded! To make sense of it all, we're tracking, researching and ranking (by various metrics) the "Top 500 vendors" and broken them down to "Horizontal" (e.g. text, image, video...), "Enterprise" (e.g. sales, marketing, CX...), and by "Industry" (e.g. financial services, healthcare, transportation...).

Open-source Infrastructure

We're tracking over 260 AI vendors across 18 sub-sectors in the Open-source Infrastructure space such as: Data Frameworks; Formats; Query Data Flow; Data Management; Databases; OLAP; Orchestration; Infrastructure; Streaming/Messaging; Stat Tools & Languages; ML Ops; AI Frameworks, Tools & Libraries; AI Models; Local AI; Search; Logging & Monitoring; Visualization; Collaboration.

Data Sources & API's

We've narrowed the "AI Data Sources & API's" list of potential AI Partners to the Top 100 vendors covering the following six (6) sub-sectors: Data Marketplaces & Discovery; Financial & Market Data; Air/Space/Sea; People Entities; Location Intelligence; ESG (Environmental, Social & Governance).

SEPTEMBER PREVIEW:

We will be highlighting vendors, on a monthly basis, according to the AI sectors above. We will provide reviews, rankings, and contact details for each. We'll start next month (Sept) with "Machine-learning" vendors first ("Data Science Platforms" sub-section) and will highlight these vendors, among many more. Stay tuned...