Monitor
Track critical KPIs and operating signals continuously across teams and systems.
Agentic Analytics
Agentic analytics that connects signals to accountable action
Build a governed loop that detects KPI variance, explains drivers, prioritizes response, triggers accountable work, and measures outcomes.
Operational WatchtowerLive
Denial risk18%+4.2%
AR aging exposure$1.8M12 queues
Clean claim rate92.4%+1.1%
Variance signal
Action queue
Payer underpayment clusterContracting
HighPrior auth friction spikeAccess
MedCoding pattern varianceHIM
Med Triage Approval Measured Learning
Core framework
From KPI signal to measurable outcome
Decision intelligence makes the path from variance to action visible, governable, and measurable.
Triage
Rank variance and exceptions by urgency, business impact, confidence, and ownership.
Explain
Group root causes into plain-language patterns that operators can validate quickly.
Recommend
Generate next-best actions with policy, evidence, and approval context attached.
Track
Route work, monitor completion, and keep accountable owners tied to each action.
Learn
Measure outcome movement and refine thresholds, playbooks, and intervention logic.
Capabilities
The operating layer dashboards usually miss
Build the prioritization, workflow, governance, and learning systems needed to turn signals into consistent execution.
Semantic KPI monitoring
Track meaningful variance and operational exceptions against governed metric definitions.
Leading-indicator detection
Surface precursor signals on upstream behavior before the headline KPI moves, with seasonality-aware baselines so normal cyclical swings do not trigger noise.
Explainable drivers
Show the slices, evidence, and plain-language narrative behind a variance.
Confidence-gated action
Route recommendations to the right owner with approvals and completion states — how much the system may act is capped by confidence and data quality.
The Outcome Ledger
Record every recommendation as a claim — reason, action, expected effect, and actual result — graded honestly, including the misses, so the system is accountable for outcomes.
Executive watchtower views
Show what changed, why it matters, who owns the next action, and whether outcomes moved.
Connects to your semantic layer
Hydrate KPIs from the semantic layer you already run — Snowflake, Databricks, dbt — instead of replacing it.
KPI-to-action traceability
Keep decisions connected to the metric, data, evidence, owner, and measured result.
Buyer outcomes
What the loop is designed to improve
Decision loop design
Start with one KPI, one workflow, and one accountable team.
Thrash Analytics can help define the first loop, governance controls, and measurement plan.