COENNECT FOR SNOWFLAKE

Every account. Every layer. One Center of Excellence.

Connect Snowflake objects, roles and grants, access and query history, warehouse activity, consumption and documentation. Give your team the context to understand what is queried, who can reach it, what drives consumption and where to focus next.

Connected-account visibility · Metadata and usage context · Advisory guidance

Coennect Snowflake context graph connecting objects, grants, query usage, change history and warehouse spend with your team and agents.

SIX SOURCES OF CONTEXT

An object inventory cannot tell the whole story.

Bring configuration, access, change, workloads, utilization and knowledge into the same conversation. Understand Snowflake as a platform your enterprise operates, not just a credit total.

STRUCTURAL

Snowflake objects

Databases, schemas, tables, views, procedures, tasks, pipes and stages. Build a clearer picture of the supported objects in each connected account.

ACCESS

Roles & grants

Users, roles, grants and available Access History. Review access configuration alongside evidence of how the account is used.

TEMPORAL

Change history

Account configuration and access changes. Understand the changes that may matter for standards, security and operations.

BEHAVIORAL

Runtime telemetry

Query History, Sessions, Login History and warehouse activity. See workload behavior and recurring patterns in account context.

UTILIZATION

Usage & consumption

Supported object usage, warehouse activity, credit consumption and storage trends. Investigate staleness and inefficiency without assuming all growth is waste.

KNOWLEDGE

Documentation

Keep data ownership, standards, runbooks and component explanations close to the account evidence they describe.

Sources, history and refresh timing depend on account access, configuration and supported collection.

TEN CONNECTED CAPABILITIES

More informed decisions across your Snowflake estate.

Give platform, governance, security and cost owners a shared basis for understanding what deserves attention and why.

STRUCTURAL MAP

Snowflake Metadata

Understand supported databases, schemas, tables, views, tasks and pipes. See what exists before making lifecycle or standardization decisions.

ACCESS CONTEXT

Permissions

Review users, roles and grants alongside available access history. Identify privileged or dormant access that warrants a closer look.

DETECTION & RULES

Detections

Watch configured conditions around authentication, consumption, object activity and account changes. Bring matching evidence to the responsible team.

LIVING KNOWLEDGE

Documentation

Keep component explanations and operating standards connected to platform knowledge. Reduce the reliance on one person who knows how everything works.

CHANGE AWARENESS

Insights / Change History

Understand selected meaningful account changes without reading every changed record. Focus the next review on access, configuration and operational significance.

DECISION GUIDANCE

Recommendations

Review evidence-backed opportunities around warehouse consumption, stale objects, grants and account health. Explore the rationale and next steps with Ask Coen.

BASELINE & DRIFT

Account Comparison

Compare supported users, roles, grants and tasks in two connected accounts. Review dev versus production or regional differences without treating every difference as a defect.

RUNTIME TRUTH

Telemetry

Explore query, session, login and warehouse activity. Understand who runs what, where processing fails and how behavior relates to consumption.

SPATIAL AWARENESS

Dependency & Impact Analysis

Bring supported object relationships into change reviews. Ask what depends on a table or view before modifying it, and make any coverage gaps explicit.

USAGE & ADOPTION

Component Utilization

Review little-used objects and underused resources in their observed context. Check workload and retention needs before retiring assets or constraining useful work.

Draft review: dependency coverage, object-level utilization and other scope-sensitive claims require product validation before publication.

FROM OBJECTS TO BUSINESS CONTEXT

Know what a table means, not just that it exists.

A table name does not tell you whether it supports the board's reporting, an abandoned experiment or a critical operational process. Usage, relationships and documented ownership change the quality of the decision.

The Business Meaning layer connects those questions to purpose, ownership, criticality and freshness, with the data team's confirmation rather than invented business intent.

ILLUSTRATIVE EXAMPLE / NOT A CUSTOMER RESULT

FACT_ORDERS_V2

Imagine a table queried 3,000 times a day by a finance role that feeds a board dashboard. One pipe writes to it, while an older FACT_ORDERS table has not been read since March. The right review considers business purpose and dependencies, not just storage size.

Observe usage → review relationships → confirm ownership → preserve the explanation.

Draft review: automated business-meaning inference and the confirmation workflow remain subject to product validation before publication.

MULTI-ACCOUNT GOVERNANCE

Built for portfolios of accounts, not one account at a time.

Bring connected production, development, regional and acquired accounts into a common CoE operating environment. Keep account context while building a shared view of usage, consumption and governance.

Connect the right scope

Connect each relevant account with the access needed for supported metadata and usage collection.

Review standards

Compare supported account records and use detections to focus attention on conditions that deserve review.

Coordinate improvement

Give central and local teams a shared basis for reviewing consumption, storage, security and operational priorities.

Connecting one account does not automatically provide visibility into every account, region or cloud.

COST & SECURITY, WITH CONTEXT

Make growth easier to govern, not harder to justify.

Cost is one dimension of platform excellence. Review efficiency alongside access, reliability and the useful work Snowflake supports.

Explain what drives consumption

Investigate idle warehouse activity, storage growth and changing query behavior. Understand where resources are consumed before choosing an optimization or constraining a workload.

Credits are not currency. Financial estimates require valid customer pricing; an opportunity is not a measured saving.

Bring access into the same review

Review powerful roles, dormant identities, unusual authentication and available evidence of access to sensitive areas. Decide what warrants action using the account's context.

An unusual pattern is a reason to investigate, not proof of a security incident.

CORTEX & AGENT READINESS

Give Cortex and your agents context they can trust.

Before expanding AI, understand which data assets are current, which access is appropriate and where ownership or business purpose still needs confirmation.

Bring readiness, adoption, security, governance, monitoring, consumption and optimization into a coordinated Cortex CoE conversation. Grow AI with oversight, not just another usage chart.

Start with the right questions.

Which workloads are sensible starting points for Cortex?

Which models, interfaces and users appear in actual usage?

Are governance and access practices keeping pace?

What does AI consumption tell us about adoption and efficiency?

Readiness and recommendations are advisory. This page does not claim automatic agent access to the Context Graph, policy enforcement or autonomous production changes.

BUILT FOR YOUR TEAM

One evidence base. Different decisions.

Snowflake platform teams

Coordinate account oversight and investigate the conditions that matter to reliable operations.

Data governance

Review ownership, standards, documentation and supported account differences.

FinOps & cloud cost

Explain consumption in workload context and prepare better-informed investment decisions.

Security & compliance

Prepare identity, role, grant and authentication reviews with account-specific evidence.

SECURITY & CONTROL

More visibility. Your controls stay yours.

Explicit account access

Collection operates within the supported metadata and usage access granted to each connected account.

Evidence has boundaries

Available sources, observation history and refresh timing affect what can be concluded. Missing data is not zero activity.

Guidance, not enforcement

Your team evaluates recommendations through its own approval and change processes. Snowflake's native controls remain in Snowflake.

Discuss data handling, retention, hosting and assurance documentation with our team during your security review.

YOUR SNOWFLAKE CENTER OF EXCELLENCE

See your account the way it is actually used.

Start with the Snowflake questions your team needs to answer.

Sold and deployed independently.