Top 10 AI Startups to Watch in 2026

These 10 artificial intelligence and machine learning startups ranked highest on SwitchPitch's IRL (Innovation Readiness Level) score — a measure of real enterprise deployment, not just funding. All are at Seed, Series A, or Series B stage, actively piloted or deployed inside large organizations, and backed by institutional investors. Data reflects SwitchPitch rankings as of May 2026.

1. 1
   

   CO
   Coactive AI IRL 10/10Seed$44M raised

   Coactive AI is a machine learning platform that unlocks analytics and insights from unstructured image and video data.

   Backed by AME Cloud Ventures, Andreessen Horowitz, Bessemer Venture Partners📍 San Jose, United States
   95

   SP Score
2. 2
   

   AV
   Avaamo IRL 10/10Series A$30M raised

   Avaamo is a deep learning Virtual Assistant Platform for the enterprise.

   Backed by Alchemist Accelerator, Intel Capital, Streamlined Ventures📍 Los Altos, United States
   94

   SP Score
3. 3
   

   AV
   Aviso IRL 10/10Series B$60M raised

   AI-Driven Sales Forecasting and Pipeline Management

   Backed by Cowboy Ventures, Scale Venture Partners, Storm Ventures📍 Redwood City, United States
   86

   SP Score
4. 4
   

   RO
   Rohirrim IRL 9/10Venture$18M raised

   Rohirrim uses generative AI for RFP automation and knowledge management, automating repetitive tasks for proposal teams.

   Backed by Bessemer Venture Partners, Insight Partners, GPVC📍 Mclean, United States
   80

   SP Score
5. 5
   

   SI
   Sinequa IRL 10/10Series B$28M raised

   Your Company. Augmented.

   Backed by Aurinvest, Jolt Capital, XAnge📍 Paris, France
   77

   SP Score
6. 6
   

   FI
   Filament AI IRL 10/10Series A$9M raised

   Filament helps clients to build proprietary AI capability within their organisation, through consultancy, solutions and tooling

   Backed by FINTOP Capital, Wealth Club📍 London, United Kingdom
   76

   SP Score
7. 7
   

   MO
   ModelOp IRL 10/10Series B$16M raised

   ModelOp enables enterprises to effectively innovate with AI AND ensure it is safe, accountable, and effective.

   Backed by Baird Capital, David Wright, GTMFund📍 Chicago, United States
   76

   SP Score
8. 8
   

   JI
   JIFFYAI IRL 9/10Series B$71M raised

   JIFFY.ai helps wealth firms boost productivity, enhance client engagement, and streamline onboarding, servicing & data management with AI.

   Backed by Eight Roads Ventures, Bob Ward, Charles Goldman📍 Palo Alto, United States
   76

   SP Score
9. 9
   

   QU
   Quantiphi IRL 9/10Series A$23M raised

   Quantiphi is a digital engineering company that provides data science and machine learning software and services.

   Backed by Multiples Alternate Asset Management Private Limited📍 Marlborough, United States
   75

   SP Score
10. 10
    

    YS
    Yseop IRL 10/10Venture$13M raised

    No-Code Intelligent Report Automation using Natural Language Generation

    Backed by Eli Lilly, NextStage, NextStage AM📍 New York, United States
    75

    SP Score

Methodology: Rankings are generated monthly from SwitchPitch's startup database using a composite 100-point score: IRL Score (35%) — SwitchPitch's Innovation Readiness Level measuring real enterprise adoption; Funding Stage (20%) — weighted toward Seed and Series A/B; Total Raised (15%) — log-scaled to reward meaningful early capital; Enterprise Client Traction (15%) — based on documented client counts; Tier-1 VC Backing (15%) — presence of top-decile investors. Last updated: November 2026.