From data to organizational intelligence.
Each ring builds on the one before it. Raw data becomes relationships. Relationships become patterns. Patterns become actionable intelligence.
App relationships & field dependencies
IRIS scans every app in your connected platforms and maps the relationships between them. Which app references which. Which calculation fields depend on which data. The complete structural blueprint of your organization's data architecture.
Data quality & sync integrity
Every app receives a health score based on sync completeness, data quality, field utilization, and error rates. Broken calculation fields, missing references, and stale records are flagged automatically. You see exactly where your data is strong and where it is fragile.
Behavioral trends & anomalies
IRIS identifies patterns across your data over time. Usage trends, seasonal cycles, team productivity patterns, and anomalies. When something deviates from the norm — a sudden drop in new records, an unusual spike in edits — IRIS flags it before it becomes a problem.
Industry context & benchmarking
IRIS classifies your organization's vertical — construction, healthcare, finance, real estate — and applies industry-specific benchmarks. Your health scores gain context. A 72% completeness rate means something different for a law firm than a construction company.
Forecasting & proactive recommendations
The culmination of all four rings. IRIS predicts operational risks before they materialize, recommends process changes based on proven patterns, and generates weekly intelligence briefs that tell you what matters most — in plain language, not dashboards.
Five levels of organizational sight.
IRIS doesn't just collect data. It develops progressively deeper understanding of your organization, expressed as five vision states.
What IRIS watches for.
Empty required fields, partially filled records, apps with low utilization rates. The gaps that make reports unreliable.
Relationship fields pointing to deleted items. Calculation fields referencing removed apps. The invisible breakage that compounds silently.
Records that exist on the platform but not in backup. Items modified without triggering hooks. The drift between live and stored truth.
Records untouched for months. Active apps with no recent activity. The organizational attic that accumulates quietly.
Items approaching revision caps, comment limits, or file attachment maximums. INXS flags these before the platform blocks you.
Workload imbalances, bottleneck team members, and activity patterns that indicate process problems before they become people problems.
Start seeing your organization clearly.
IRIS activates automatically when you connect platforms. No setup. No configuration. Just intelligence that compounds every week.