| What it does | Cut Databricks Spark and Snowflake costs by up to 70% with AI-driven optimization
| Evidence collection for security fixes in your GitHub repo
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| Stage | Not given
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| Founded | 2023
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| Based in | US
| DE
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| Pricing model | Paid
| Freemium
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| Pricing | Single-Shot: 40% of monthly savings. Double-Shot: 36% of estimated annual savings upfront with refundable balance. Cold Brew: Custom billing for enterprise customers.
| Free GitHub Action (MIT license). fixdossier Pro: €69 one-time founding licence (tax included via Dodo Payments, no recurring annual fee) for first 50 GitHub Organizations, includes 1 GitHub organization, up to 3 repositories/products, up to 5 reviewers, up to 24 Final Evidence Packs per year, 60 Dr
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| Key features | - Intelligent autoscaling with per-workload analysis
- Real-time query routing and scheduling
- ML-driven configuration management for Databricks
- Continuous workload monitoring and adjustment
- Reduces idle warehouse time below 10%
- ROI-guaranteed pricing model
- Savings estimate in 5 minutes
- Money-back guarantee pilot period
| - Collects security-fix evidence from releases, tags, GitHub security advisories, Dependabot/Renovate PRs, and commits
- Generates dated fix record with transparent mapping methods
- Creates machine-readable JSON output (fixdossier/v1 schema)
- Generates support policy with security support dates per release
- Pro: OIDC CI ingestion with zero long-lived repository secrets
- Pro: Human sign-off with append-only review ledger and reviewer attribution
- Pro: Export Ed25519-signed Evidence Packs as PDF and ZIP
- Runs on every release and weekly with default GITHUB_TOKEN
- Notes permission gaps instead of failing the run
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| What makes it different | - Performance-based pricing with ROI guarantee—pay only a percentage of savings generated
- AI-driven optimization requiring no manual configuration or expertise
- Formal verification ensures optimizations are correct and safe
- Works across all query types automatically without manual intervention
- Real-time continuous monitoring and dynamic adjustment of configurations
| - MIT-licensed free tool with transparent mapping methods showing how each fix was identified
- Generates support periods and compliance-ready evidence for EU Product Liability and Cyber Resilience regulations
- Pro: Ed25519-signed, verifiable Evidence Packs with full audit trails for customer questionnaires and archives
- Reads advisory patched_versions ranges for precise version mapping without keyword guessing
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 39 ▲ +1 (up) since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 10 | 0 |
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| Citation Flow (Majestic) | 37 | 12 |
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| Referring domains (Majestic) | 448 | 2 |
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Espresso AI