AI · alternatives · 2026

24 alternatives to DS2.ai

MLOps platform for innovators

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. DS2.ai launched in 2021; newer entries below may have overtaken it.

1. 1
   Keywords AI▲690

   Unified DevOps platform to build AI applications

   2024 · respan.ai · its alternatives →

2. 2
   Modelize.ai 1.0▲301

   Auto-generated & expert-made AI workflows

   2024 · its alternatives →

3. 3
   Algorithmia▲154

   Automate DevOps for AI/ML with the AI Layer

   2014 · its alternatives →

4. 4
   Automa▲606

   Build AI agents and RPA workflows in minutes

   2021 · its alternatives →

5. 5
   integrate.ai▲80

   Extend your product to train ML models on distributed data

   2022 · its alternatives →

6. 6
   CTO.ai▲392

   Build, share & run developer workflows in the CLI + Slack

   2020 · its alternatives →

7. 7ML
   Machine learning automation from creating to using models in production▲72

   2021 · github.com · its alternatives →

8. 8
   Aident AI Beta 2▲398

   Open-world automations, managed in plain English

   Mar 2026 · aident.ai · its alternatives →

9. 9
   Back4app AI Agent▲549

   Your AI DevOps assistant

   2023 · its alternatives →

10. 10
    Plexe▲273

    Build and deploy ML models in English

    Oct 2025 · plexe.ai · its alternatives →

11. 11
    Second▲374

    Automated codebase migrations and upgrades using AI

    2023 · its alternatives →

12. 12
    Second V2▲723

    AI powered codebase maintenance

    2024 · second.dev · its alternatives →

13. 13
    Taskade AI Workflows▲513

    Create and customize any project workflow with Generative AI

    2023 · its alternatives →

14. 14
    Katonic MLOps Platform▲68

    Automate your cycle of Intelligence

    2022 · its alternatives →

15. 15
    Documentation.AI▲519

    Build and update product documentation effortlessly with AI

    Dec 2025 · documentation.ai · its alternatives →

16. 16
    Besimple AI▲139

    Your own data annotation platform in 60 sec

    2025 · besimple.ai · its alternatives →

17. 17
    Seldon Deploy Advanced▲64

    Industry leading MLOps platform for enterprises

    2022 · its alternatives →

18. 18
    Robotic Data Automation (RDA)▲67

    Automate IT data prep & integration with new software bots

    2021 · its alternatives →

19. 19
    Tara AI 2.0▲262

    Product development for teams, now with automation

    2021 · its alternatives →

20. 20
    Modzy▲67

    ModelOps platform to run and monitor AI at scale

    2022 · its alternatives →

21. 21
    Data Labeling Platform▲239

    Manage your computer vision data labeling

    2024 · its alternatives →

22. 22
    Elemeno AI-Ops▲67

    Make machine learning work for you, not the other way around

    2022 · its alternatives →

23. 23
    CtrlOps▲244

    Deploy, Debug & Manage Linux Servers with AI.

    May 2026 · ctrlops.io · its alternatives →

24. 24
    Deploifai▲83

    Software platform for deploying AI models and ML training

    2021 · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →