| What it does | Automated data verification that explains why numbers don't match across business systems
| Enterprise intelligence platform combining AI, data, and human expertise to transform fragmented data into actionable insights
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| Stage | MVP
| Established
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| Founded | Not given
| 2016
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| Based in | Not given
| US
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| Pricing model | Free trial
| Contact for pricing
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| Pricing | Free tier available during beta with all features. Planned tiers: Pro (15 reconciliations, 15 schedules, 5 seats), Business (unlimited reconciliations and schedules, 25 seats), and Enterprise (everything unlimited with audit trail, single sign-on, security review, named contact, self-hosted or cloud
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| Key features | - Connects to POS, ERP, e-commerce, WMS, CRM, SQL Server, Oracle, PostgreSQL, REST APIs, CSV and Excel
- Models data flow between systems and verifies reality against expected flow
- Identifies root causes like rejected records, mapping errors, or rule changes
- Runs on your own infrastructure with encrypted credentials
- Pre-built packs for Shopify, SAP, and Xstore systems
- Scheduled reconciliation and unattended automated checks
- Published apps and workspaces for sharing results across teams
- Audit trail with export for Enterprise tier
- Single sign-on authentication
- Learns and accumulates business context about system relationships over time
| - Multi-source intelligence integration
- AI-powered insight generation
- Real-time account and stakeholder intelligence
- Market research and competitive tracking
- AI-driven survey design and analytics
- Persona and organogram insights
- Customer journey mapping
- Sales battlecards and enablement tools
- Customizable workflows and project tracking
- Primary, secondary, and social media intelligence
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| What makes it different | - Follows differences back to root causes instead of just reporting discrepancies
- Doesn't require replacing existing systems—sits across infrastructure you already have
- Never counts sources, drivers, or self-initiated runs—only counts what scales with users
- Runs locally on your infrastructure with no data leaving your network
- Learns business meaning and context behind data over time to explain system relationships
| - Combined AI, data intelligence, and human context for actionable insights
- Single platform integrating research, market, and sales intelligence
- Automated insight generation, not just data collection
- Three flexible engagement models for different organizational needs
- 150+ clients with 1000+ years combined experience
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ▼ −18 (down) since last check | 23 ● no change since last check |
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| Trust Flow (Majestic) | 0 | 2 |
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| Citation Flow (Majestic) | 13 | 13 |
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| Referring domains (Majestic) | 45 | 29 |
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DataMosaic