MetricFoundry becomes the reliability layer between messy systems and executive decisions.
Trusted metric infrastructure, not generic BI.
The platform direction is governed metric feeds, trusted metric APIs, explanation APIs, visualization APIs, and verification contracts.
🏗️ Platform Architecture
Messy systems become governed metric contracts.
The platform vision is a reliability layer between operational systems and executive consumption.
🔗 Trust Chain
Source data → Meltano extract → raw output → dbt stages → trusted mart → API → certificate.
The point is not to hide complexity. The point is to make the chain inspectable.
Source data
CRM, billing, product analytics, finance files, vendor feeds.
Meltano extract
Repeatable movement from source into controlled raw output.
Raw output
Evidence remains visible before business logic is applied.
dbt stages
Models clean, normalize, dedupe, map identity, and define logic.
Trusted mart
A defensible metric table becomes the source for consumption.
Metric API
The metric can be served to reports, apps, charts, and AI safely.
Certificate
The business sees what passed, what changed, and what is limited.
Key Takeaways
The page in 10 seconds.
- Trusted feeds are the recurring product path.
- APIs allow metrics to power reports, apps, AI, and dashboards.
- Verified contracts create a memorable trust surface.
Layer Trusted Metric Feeds. +
Recurring delivery of governed metrics with freshness, lineage, validation, and known limitations.
APIs Trusted Metric, Explanation, and Visualization APIs. +
Constrained APIs that return trusted values, explain why they are trusted, and provide chart-ready specs without letting AI invent unsupported claims.
Contracts MetricFoundry Verified Metric Contracts. +
A certificate-style record that makes metric outputs traceable, testable, reproducible, and tamper-evident.