Induction vs Attunefy
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Induction compared with Attunefy
| Detail | 
Induction | 
Attunefy |
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| What it does | Agent optimization layer that automatically optimizes agent workloads to extend context windows and reduce costs
| AI attention layer that learns what matters to you and surfaces priorities before they slip
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| Stage | Not given
| MVP
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Not given
| Free
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| Pricing | Not given
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| Key features | - 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
| - Connects to Gmail, Google Calendar, Slack and Google Meet
- Shadow mode analyzes 30 days of past communications
- Resolves people across channels into canonical contacts
- Captures meeting decisions with reasoning and participants
- Joins Google Meet as visible participant or captures from device
- AI assistant Thara searches professional context and answers questions
- Earns autonomy progressively through repeated approvals
- Coverage honesty alerts when data sources fall behind
- Categorizes attention into Needs You, Might Need You and Watching tiers
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| What makes it different | - 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
| - Never claims certainty, only surfaces what may matter based on evidence
- Learns around the way you work across different roles and professions
- Maintains decision memory with reasoning and what changed
- Requires explicit approval before acting on consequential items
- Operates with read-only access and full user control over what is remembered
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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) | 12 ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 8 | 0 |
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| Citation Flow (Majestic) | 29 | 13 |
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| Referring domains (Majestic) | 42 | 1 |
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3 details filled in for both companies.
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