domenic-teradata-meeting
Evidence Delta Block
ESIL v1.0 | External Signal Intelligence Layer
Purpose
The Evidence Delta Block isolates the difference between:
- What is claimed
- What is publicly verifiable
- What is absent but required
This is the foundation for identifying governance exposure and advisory entry points.
Evidence Table
| Claim | Source | Classification | Confidence |
|---|---|---|---|
| Teradata provides AI governance capabilities | PR / Product Docs (2026) | PUBLIC-VERIFIED | High |
| Governance implemented via guardrails and automation | Teradata AgentStack | PUBLIC-VERIFIED | High |
| Named client-side operations sponsor required | No documentation found | ABSENCE OF PUBLIC EVIDENCE | High |
| Databricks unified governance leadership | IDC MarketScape 2026 | PUBLIC-VERIFIED | High |
| Snowflake governance positioned as board-level risk | Snowflake (2026) | PUBLIC-VERIFIED | High |
| Governance accountability gap creates advisory entry point | ESIL + DARE synthesis | INFERRED-PUBLIC | High |
Key Delta
Automated governance exists
Accountability architecture does not
This delta is where risk accumulates.
Regulatory Alignment
- NIST AI RMF (2023)
- Govern
- Map
- Measure
- Manage
Gap identified: Measure and Manage require a named accountable owner
Risk Implication
Without a named operations sponsor:
- Drift is not owned
- Decisions are not attributable
- Compliance cannot be defended
Strategic Interpretation
This is not a tooling gap
This is an ownership gap
Ownership gaps create:
- Regulatory exposure
- Decision ambiguity
- Advisory demand
Output Classification
Attribution
McDonald (2026)
Epoch Frameworks LLC
DACR License v2.6