Precision AI OS vs Swimm
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Precision AI OS compared with Swimm
| Detail | 
Precision AI OS | 
Swimm |
|---|
| What it does | AI data pipeline, firm OS and agents for service firms
| Agentic modernization delivered through code understanding and application delivery
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| Stage | Startup
| Established
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| Founded | 2026
| 2019
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| Based in | US
| Not given
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| Pricing model | Not given
| Contact for pricing
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| Pricing | Not given
| Not given
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| Key features | - AI data pipeline that connects systems and organizes firm data
- Private firm OS codifying procedures, standards and decisions
- AI agents that prepare work with human review checkpoints
- Full audit trail with every approval and model call recorded
- Data isolation and encryption with firm-specific keys
- Continuous monitoring and improvement of agents
- Integration with existing business systems and documents
- No technical staff required from client organization
- Support across accounting, law, engineering, insurance and consulting
- Discovery and discovery mapping of workflows and data needs
| - Grounding layer: deterministic code mapping to 100% coverage with expert verification
- System Intelligence: complete verified map of business rules, flows and dependencies
- Swimm platform with search, rules, glossary and agent interfaces
- One-week grounding sample on code sample before full commitment
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| What makes it different | - Built around each firm's own data, systems and procedures rather than generic AI
- Full end-to-end implementation and ongoing management by Precision, not client responsibility
- Measurable results from day one with clear launch metrics
- Zero-retention language model calls and encrypted data handling
- Multi-layer approval process with everything going to clients requiring human approval
| - Complete deterministic code mapping verified by domain experts before any AI work begins
- End-to-end service delivering working code, not just analysis
- Ownership model where customers retain all code, specs and living system map
- 95%+ accuracy representation of system grounded in code with expert verification
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| Works remotely | Not given
| Not given
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| How you hire them | Not given
| Not given
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| Free first call | Not given
| Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 11 ▼ −1 (down) since last check | 67 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 21 | 15 |
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| Citation Flow (Majestic) | 23 | 33 |
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| Referring domains (Majestic) | 28 | 895 |
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5 details filled in for both companies.
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