Policies: Automated Governance on SUPERWISE Platform
Your model degraded gradually. Nobody noticed until it was too late.
Define what to monitor, when to alert, and how to respond. Part of SUPERWISE Platform—the control plane for governing AI systems.
Analysts Recognize Us
"Major Player" in IDC MarketScape: Worldwide Unified AI Governance Platforms 2025 — alongside IBM, DataRobot, and Collibra.
→Named "Cool Vendor" in Enterprise AI Governance (2020) — 6 consecutive years of Gartner recognition through 2025.
→Featured in 34 Gartner Hype Cycles across Banking, Legal/Risk/Compliance, Data Science, Analytics & BI, and Supply Chain.
→Featured in The AI Governance Solutions Landscape Q2 2025 — among 22 global vendors shaping enterprise AI governance.
→Market Guide for AI Trust, Risk and Security Management (AI TRiSM) — defining the category since 2021.
→"Only 7.9% of enterprises are AI-ready" — IDC Spotlight 2025. SUPERWISE bridges the governance gap.
→Sample Vendor for Explainable AI in 7 Hype Cycles for 2025 — GenAI Banking, Legal Tech, Local Government, and more.
→View all 57+ analyst mentions from Gartner, IDC, and Forrester →
→"Major Player" in IDC MarketScape: Worldwide Unified AI Governance Platforms 2025 — alongside IBM, DataRobot, and Collibra.
→Named "Cool Vendor" in Enterprise AI Governance (2020) — 6 consecutive years of Gartner recognition through 2025.
→Featured in 34 Gartner Hype Cycles across Banking, Legal/Risk/Compliance, Data Science, Analytics & BI, and Supply Chain.
→Featured in The AI Governance Solutions Landscape Q2 2025 — among 22 global vendors shaping enterprise AI governance.
→Market Guide for AI Trust, Risk and Security Management (AI TRiSM) — defining the category since 2021.
→"Only 7.9% of enterprises are AI-ready" — IDC Spotlight 2025. SUPERWISE bridges the governance gap.
→Sample Vendor for Explainable AI in 7 Hype Cycles for 2025 — GenAI Banking, Legal Tech, Local Government, and more.
→View all 57+ analyst mentions from Gartner, IDC, and Forrester →
→Manual Monitoring
- Checking dashboards manually—if you remember
- Arbitrary thresholds that don't adapt
- Alerts that wake you up for nothing
- No historical context when issues occur
- Different rules for different models? Good luck.
Policy-Driven Governance
- Automated evaluation on your schedule
- Dynamic thresholds that learn from history
- Actionable alerts to the right channels
- Full incident context with every alert
- Consistent policies across all models
Policy Types
Choose the right threshold strategy for your use case.
Static Threshold
Alert when metrics cross fixed boundaries. Perfect for SLAs and compliance requirements.
Moving Average
Dynamic thresholds based on historical patterns. Automatically adapts to normal variance.
Distribution Comparison
Compare data distributions over time using statistical distance functions.
Scheduled Evaluation
Run policy checks on your schedule—hourly, daily, or custom cron expressions.
Create Policies in Code or UI
Set fixed boundaries for metrics. When values cross the threshold, alerts fire immediately. Perfect for SLAs and compliance requirements.
Dynamic thresholds calculated from historical data. Define deviation tolerance and window size—SUPERWISE handles the statistics.
Route alerts to the right team. Slack for warnings, PagerDuty for critical. Different channels for different severities.
import superwise as sw
from superwise_api.models.policy import (
StaticThresholdSettings,
MovingAverageThresholdSettings,
DataConfigStatistics,
TimeRangeConfig
)
# Create a static threshold policy
sw.policy.create(
name="accuracy-sla",
dataset_id=dataset.id,
data_config=DataConfigStatistics(
query={"measures": [f"{ds.id}.avgAccuracy"]},
time_range_config=TimeRangeConfig(
field_name="timestamp",
unit="HOUR",
value=1
)
),
cron_expression="*/15 * * * *", # Every 15 min
threshold_settings=StaticThresholdSettings(
condition_below_value=0.95, # Alert if < 95%
),
alert_on_status="HEALTHY_TO_UNHEALTHY",
destination_ids=[slack_channel_id]
)Clear Status at a Glance
Every policy has a status. Every status has meaning.
All thresholds within bounds
Threshold violation detected
Awaiting first evaluation
No data available for evaluation
Alert Where You Work
Send alerts to the channels your team already uses.
From Policy to Incident Resolution
1. Define Policy
Set metrics, thresholds, and evaluation schedule
2. SUPERWISE Evaluates
Automated checks run on your schedule
3. Violation Detected
Threshold crossed? Status changes to unhealthy
4. Alert + Incident
Team notified with full context for investigation
Policies in Action
Watch how SUPERWISE policies automate governance—from definition to alert to resolution.
Related Platform Capabilities
As part of the SUPERWISE Platform, policies work together with other capabilities
Stop Manual Monitoring
Define once. Monitor forever. Get alerted when it matters.
Related Content
Continue your journey: Explore related solutions, use cases, and resources to find your next step.