Seamrail vs Induction
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Seamrail compared with Induction
| Detail | 
Seamrail | 
Induction |
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| What it does | Connect AI agents to enterprise software without requiring an API
| Agent optimization layer that automatically optimizes agent workloads to extend context windows and reduce costs
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| Stage | Not given
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| Founded | Not given
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| Based in | US
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| Pricing model | Contact for pricing
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| Pricing | Not given
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| Key features | - Browser-based workflow mapping without API requirements
- Automated task execution with read-back verification
- Three-step workflow process: define, map/approve, run/check
- Result verification and validation after action completion
- Exception handling with human review routing
- Support for systems without API availability
| - Automatically removes redundant and stale context from agent workflows in real time
- Reduces token usage by 37–67% across agent workloads
- Maintains baseline pass rates and success rates without code changes
- Extends context windows for longer-running workflows
- Zero code changes required for integration
- Continually monitors and learns agent workloads
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| What makes it different | - Works without requiring an API from target enterprise systems
- Operates through browser interface with defined boundaries
- Includes automatic verification to confirm tasks completed correctly
- Built from practical integration problems in real workflows
| - Reduces agent inference costs by 37–67% while maintaining the same success rates
- Works transparently with zero code changes required
- Focuses optimization on removing wasted tokens while keeping success rates high
- Enables teams to take on more ambitious problems with the same resources
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | 12 ● no change since last check |
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| Trust Flow (Majestic) | 0 | 8 |
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| Citation Flow (Majestic) | 0 | 29 |
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| Referring domains (Majestic) | 0 | 42 |
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3 details filled in for both companies.
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