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Frame (3)
Helm
The Ownership Agent

Put the Right Owner at the Helm of Every Asset

Helm analyzes usage, lineage, and your business rules to assign ownership and stewardship to the right people automatically, so requests reach the right person the first time, not after three reroutes.

Assign Ownership Automatically
Apply Business Rules at Scale
Eliminate Misrouted Requests
Calculate ROI
Helm Ownership Map
Assigned by signal strength and business rule match.
Data Asset
Assigned Owner
Basis
Customer 360 Dataset
Sarah Chen (Sales Ops)
High usage · Business rule match
Revenue Dataset
Marcus Lee (Finance)
Lineage · Business rule match
Customer Churn Model
David Osei (Data Science)
Usage signal
Marketing Leads
Unassigned
Awaiting signal confirmation
The Reality

Ownership Gets Assigned to Whoever’s Closest, Not Whoever’s Right

Without a systematic way to assign ownership, stewardship defaults to convenience instead of accountability.

1

Ownership Lands on Technical Teams

The people closest to the data get the stewardship tag by default, even when they have no business context to act on requests.

2

Every Wrong Assignment Reroutes

A request to the wrong owner does not just fail. It bounces, gets reassigned, and waits again, multiplying the delay.

3

Business Rules Live in People’s Heads

Without a way to encode ownership logic, every new asset needs a manual decision instead of a consistent rule.

Effective governance starts with the right owner assigned the first time.

The Solution

Helm Assigns Ownership. It Just Knows Who’s Right.

Helm reads enterprise signals and your business rules to assign ownership and stewardship to the correct person or team, automatically.

1
ANALYZE

Reads usage patterns, lineage, access activity, and other signals across each data asset.

2
APPLY

Applies your high-level business rules to translate signals into ownership decisions.

3
ASSIGN

Assigns owner, steward, and custodian roles to the right person, business-first, not just technical.

4
ROUTE

Sends requests directly to the assigned owner, eliminating reroutes and reassignment delays.

Helm turns ownership from a manual guess into a governed, repeatable decision.

From Guessing Ownership to Governing It

Before Helm
Ownership defaults to whoever is technically closest
Business rules live in people’s heads
Requests bounce between the wrong people
Stewardship skews technical, not business
Ownership gaps grow as the data estate grows
With Helm
Ownership assigned by usage, lineage, and business rules
Business rules applied consistently, automatically
Requests routed to the correct owner the first time
Stewardship reflects business accountability
Every asset has a clear, correct owner
Impact Calculator

See How Much Rerouting Time Helm Can Save

Book a demo
Your Environment
Total Data Assets 10000
Tables, reports, dashboards, and models needing an accountable owner.
Avg. Reroutes per Misassigned Request 3
Each reroute costs roughly one hour of coordination and waiting.
Average Cost per Hour $60
Blended cost of steward, analyst, and requester time.
Without Helm
0 hours
$0 potential cost of delay
High reroute volume and ownership gaps across the estate.
With Helm
0 hours
$0 residual cost of delay
Ownership auto-assigned on signal and business rule match, near-zero reroutes.
0
Hours Reclaimed
$0
Savings
0%
Reduction in Misassigned Ownership
Illustrative estimate. Actual results depend on your request volume, ownership rules, and governance processes.