HR, people analytics and total rewards
DeepGarden for people and hr
People data is the clearest case for governance being a feature rather than a tax. The questions are valuable, the exposure is real, and most organizations resolve that tension by making a small number of analysts a permanent bottleneck.
The bottleneck is the control
So access is restricted to a handful of people, and those people become a queue.
It is slow, it goes stale immediately, and once it leaves the system there is no access control on it at all.
An attrition figure for a team of four is a statement about individuals no matter how it is aggregated, and most self-service tools have no opinion about that.
Where the answer is currently spread
- HRIS — org hierarchy, job architecture, locations
- Payroll and compensation systems
- Applicant tracking
- Time, attendance and contingent workforce systems
- Engagement or survey platforms
Who is involved
- CHRO
- Where attrition is concentrating and what it is costing.
- People analytics
- Answering the same questions without becoming the queue.
- Total rewards
- Compensation against band, by level and location.
- Line manager
- Their own team, and nothing outside it.
- Legal and privacy
- That small groups cannot be reverse-engineered into individuals.
Questions this makes routine
These all cross a system boundary, which is why they currently get asked once a quarter rather than once a week.
- Where is attrition concentrating, and how does it track against tenure and manager?
- What does time-to-hire look like by function and by source?
- How does compensation sit against band, by level and location?
- Which teams carry the most contingent or overtime load?
- What is the cost of the roles we have backfilled more than once in two years?
What DeepGarden does about it
What changes, specifically, and what lands in front of the person who asked.
Row-level access that matches the org chart
A manager sees their line and nothing else, enforced before the question is planned. The scope is derived from the hierarchy in the HRIS rather than maintained separately, so it is right on the day somebody changes team.
Small-group suppression as a rule, not a habit
Thresholds below which a result is suppressed are configured once in Roots and applied to every answer, so an individual cannot be inferred from a sufficiently narrow question.
Definitions that survive an equity review
Headcount, FTE, attrition, tenure and time-to-fill defined once and certified, so two analyses of the same question do not produce two rates.
Why the output holds up
The parts of the governed path that matter most in this particular setting.
- Access is scoped per person before the question is interpreted; data outside scope is invisible to the planner, not filtered from the result.
- Suppression rules are enforced in the foundation and cannot be bypassed by phrasing the question differently.
- Every question is logged with who asked it and when, which is what a privacy review will want to see.
- Read-only against the HRIS and payroll.
How implementation would work
Roughly eight to twelve weeks, most of it on access design
Start with the access model.
Bring your org structure and your suppression requirements, and we will show what scoping looks like before we show anything else.