Decision Intelligence
Operational insight and anomaly detection with transparent reasoning and governed analytics.
Why operational decisions lack clarity
- ●Operational data is siloed across systems, preventing unified visibility into business outcomes.
- ●Leaders get dashboards, but limited reasoning on why trends change.
- ●Anomalies are detected late, after impact has already spread.
- ●Analytics workflows often ignore policy constraints and governance requirements.
What Decision Intelligence provides
Insight Dashboard
Operational intelligence · Last 30 days
Throughput
+14%
Escalation Rate
-9%
Cost Drift
+3.1%
Insight Feed
| Insight | Severity | Trend |
|---|---|---|
| Queue pressure concentrated in West region | Medium | ↑ 12% |
| Resolution speed improved after policy update v3 | Low | ↓ 8% |
| High-value accounts need weekend support coverage | High | ↑ 22% |
Coverage
Model
Operational insight generation
Transform workflow and telemetry streams into executive-ready insights.
Insight Dashboard
Operational intelligence · Last 30 days
Throughput
+14%
Escalation Rate
-9%
Cost Drift
+3.1%
Insight Feed
| Insight | Severity | Trend |
|---|---|---|
| Queue pressure concentrated in West region | Medium | ↑ 12% |
| Resolution speed improved after policy update v3 | Low | ↓ 8% |
| High-value accounts need weekend support coverage | High | ↑ 22% |
Coverage
Model
Decision reasoning visibility
Expose recommendation logic for transparent leadership decisions.
Reasoning Chain
Full decision transparency for leadership review
Decision Steps
Confidence
91%
Based on 847 historical runs
Evidence
Historical pattern intuition
Detect recurring business patterns from long-term operational history.
Historical Patterns
12-month operational trend analysis
Throughput Trend
Recurring Pattern
Month-end approval spike — 3x avg volume
Correlation Found
Delayed vendor responses → escalation chain
Analysis
Governed analytics
Respect enterprise data policies while producing actionable intelligence.
Governed Analytics
Policy-bounded intelligence — analytics-v3 enforced
Guardrail Status
| Rule | Policy | Status |
|---|---|---|
| PII columns masked in all views | data-privacy-v1 | compliant |
| Role-based data scope active | rbac-v3 | compliant |
| Anomaly alerts require dual confirmation | alert-policy-v2 | compliant |
| Incident reporting SLA | compliance-v4 | review |
Enforcement Summary
0 critical violations in current 30-day window. 1 rule flagged for review.
Policy Pack
Policy-bound agents
Capability enforcement ensures autonomous systems operate within explicit boundaries.
Governance Flow
Policy-bound agent execution ensures autonomous systems operate within boundaries.
Autonomous systems require explicit boundaries.
Where it sits in the stack
PlantoOS Architecture
The stack relationship between apps, agents, runtime, and systems.
Applications
Products and workflows
Agents
LLM-powered autonomous units
PlantoOS Runtime
Execution · orchestration · control
Capability Layer
Policy enforcement and tool access
Medhara Core
Memory · governance · lineage
Enterprise + Public Systems
Databases, APIs, infrastructure
A new compute layer for systems operated by agents.
Key workflows
How data flows through the system in typical usage patterns.
Workflow 1
Input
Continuous operational signals
Core Process
Aggregates historical and live workflow intelligence
Output
Actionable insight summaries for leaders
Workflow 2
Input
Anomaly pattern detected
Core Process
Evaluates decision context and impact trajectory
Output
Prioritized recommendations with explanation
Workflow 3
Input
Decision review request
Core Process
Traces recommendations to data, policies, and prior outcomes
Output
Transparent reasoning with governance evidence
Measured outcomes
↑ 20–35%
Decision response speed
↓ 25–40%
Time to anomaly detection
↑ 15–30%
Leadership decision confidence
Indicative ranges from internal benchmarks and early deployments; results vary by workload, model, and infrastructure.
How it integrates
SDK-first integration — governed from the first line of code.
Connect telemetry
Ingest workflow and operational data streams
Define thresholds
Set anomaly and policy boundaries by domain
Deliver insights
Route recommendations to leadership workflows