Cohesion vs KelAI
Cohesion
AI agents that automate equity research for institutional investors using public data
KelAI
KelAI sells an autonomous AI research and signal-generation engine to hedge funds and traders
Dimension by dimension
| Dimension | Cohesion | KelAI |
|---|---|---|
| Staying power of the core product | Cohesion's automated research tool is likely to have its function absorbed entirely by AI, leaving little staying power for the standalone product. | KelAI's signal-generation engine faces the same likelihood of having its function absorbed entirely by AI. |
| Exposure to AI | Cohesion's product automates the same research tasks AI is best at, making it likely to be replaced by AI itself. | KelAI's function is similarly likely to be replaced by AI itself. |
| How easily a giant copies them | A larger player is likely to copy Cohesion's approach, and AlphaSense and Bloomberg have already shipped similar agentic search tools. | A larger player is likewise likely to copy KelAI, with AlphaSense and Rogo already building comparable tools for the same hedge fund buyers. |
| Pressure from rivals | Cohesion faces heavier direct pressure than KelAI, squeezed by AlphaSense and Bloomberg's ASKB, which dominate institutional research and leave no open space. | KelAI faces pressure from AlphaSense's roughly 80 percent penetration of top hedge funds plus a well-funded rival, Rogo, though this is somewhat less crowding than Cohesion contends with. |
| Financial footing | No financial figures are given for Cohesion itself; the only numbers available describe the scale of its rival AlphaSense, which has about $500 million in recurring revenue. | KelAI has raised a $5 million seed round, but runs with only 3 employees and just one vendor-claimed customer in production. |
| Overall standing | Cohesion faces heavier direct pressure than KelAI, with no owned space left by its two dominant rivals, AlphaSense and Bloomberg's ASKB, as assessed July 2026. | KelAI's position remains protection under test, a slightly less settled outcome than Cohesion's, as assessed July 2026. |
Questions people ask
- What is the biggest threat to Cohesion?
- Cohesion's biggest threat is that AlphaSense and Bloomberg's ASKB already dominate institutional equity research and both have shipped agentic search tools similar to Cohesion's own approach. This leaves Cohesion without any space of its own to defend.
- What is the biggest threat to KelAI?
- KelAI's biggest threat is the combination of AlphaSense's roughly 80 percent penetration of top hedge funds and a well-funded competitor, Rogo, both targeting the same buyers KelAI needs. With only 3 employees and one claimed customer, KelAI has little room to compete on scale.
- Which company is financially stronger, Cohesion or KelAI?
- There are no disclosed financial figures for Cohesion itself, only data about its much larger rival AlphaSense. KelAI has disclosed its own numbers, a $5 million seed round, 3 employees, and one production customer, which shows it is small but at least has some visible backing.
- Could a giant like Bloomberg or AlphaSense copy either company?
- Yes, both Cohesion and KelAI are rated 'Likely' to be copied by a giant. AlphaSense and Bloomberg's ASKB already offer similar agentic search tools that overlap with Cohesion's function, while AlphaSense and Rogo do the same for KelAI's hedge fund customers.
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