| What it does | Not given
| High-performance, AI-safe self-service analytics with a governed semantic layer and beautiful dashboards
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| Stage | Not given
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| Founded | 2022
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| Based in | Not given
| US
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| Pricing model | Freemium
| Freemium
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| Pricing | Explore (Free): Create a branded exploration space, define goals and measurable signals, capture updates, decisions and evidence, experience lightweight outcome reporting, access onboarding guidance. Build: £25/month - Everything in Explore plus configure and refine your approach, visualize connecte
| Free: 1 Developer, 25 Users, 2 data sources per project. Team: 3 Developers, 50 Users, unlimited data sources per project. Enterprise: Custom developers and users. Free plan includes email support (3-day response), Team adds 24-hour response aim, Enterprise includes custom support.
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| Key features | - Connected Outcomes: Visualize how outcomes, teams, activity and dependencies connect across an organization
- Outcome Intelligence: Bring activity, progress signals and outcome evidence into one connected view
- Star Chart: Visual map of how work, teams and goals connect to each other
- Goal Management: Create, track and share goals, key metrics, methods and activities
- AI-assisted coaching via Armstrong AI digital assistant
- Methods, Guidance and Playbooks: Make proven methods and learning resources available within the work
- Living History: Persistent record of decisions, updates, evidence and milestones
- Embedded Enablement: Access to guidance and expert support when challenges arise
- On-Demand Coaching: Access coaching from world-class Google and IBM alumni
- Integration support: Connect CRM, analytics and automation tools
| - Beautiful-by-default dashboards with automatic layout and styling
- Grain-safe automatic cross-domain blending that prevents double-counting
- Federated smart OLAP routing for sub-second query response
- Five measure types plus segments for flexible metrics
- Agent builder with inherited row-level security
- Row-level security and masking in the semantic model
- Google Sheets add-on for data delivery
- Scheduled reports and subscriptions
- Semantic Layer as Code with YAML configuration
- Dynamic Universes for open data model exploration
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| What makes it different | - Persistent infrastructure that preserves context and decisions throughout transformation work, not just static plans or reports
- Framework-agnostic approach that works with OKRs, custom methodologies or established transformation approaches rather than enforcing one model
- Lightweight update rhythms designed for teams to actually maintain momentum between formal interventions
- Outcome layer connecting delivery to measurable business change without replacing existing tools like Jira, Asana or OKR platforms
- Combines software, expert enablement and learning as an integrated platform rather than tool alone
| - Correctness by construction with grain-safe joins that refuse invalid combinations
- Agent-native architecture where agents query the same semantic layer as humans
- Federated OLAP routing for sub-second performance without warehouse overload
- Open source semantic query engine (0sql) available under MIT license
- Built at Netflix for enterprise-scale analytics
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 17 ▲ +1 (up) since last check | 10 ▼ −1 (down) since last check |
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| Trust Flow (Majestic) | 9 | 6 |
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| Citation Flow (Majestic) | 26 | 34 |
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| Referring domains (Majestic) | 71 | 116 |
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