Built for business-critical operations in Chattanooga and across the Southeast
Agentic Analyticsfor RealOperationalOutcomes
Thrash Analytics builds governed analytics systems that anticipate and detect what is changing, explain why it matters, prioritize the next best action, and trigger accountable work — from B2B SaaS revenue retention to manufacturing, healthcare, and logistics.
What agentic analytics means
Detect, explain, prioritize, trigger, and measure
The work is not another dashboard. It is a governed operating loop that turns a signal into accountable action and tracks whether the action worked.
Detect
Monitor semantic KPIs and the upstream behavior that leads them for variance and precursor signals that are large enough, timely enough, and valuable enough to review, with seasonality-aware baselines so normal cycles are not mistaken for problems.
Explain
Surface drivers, evidence, and plain-language narratives so operators can understand why the signal matters.
Prioritize
Rank insights by impact, confidence, urgency, deadline risk, and whether an owner can act.
Trigger
Recommend next-best actions with approvals, policy context, accountable owners, and fallback paths.
Measure
Record every recommendation in the Outcome Ledger — reason, action, expected effect, and actual result, graded honestly — so the loop is accountable for whether the action moved the number and improves over time.
Productized offers
Clear ways to start without a vague AI roadmap
Start with a fixed-fee diagnostic, then move only when the workflow, data readiness, governance needs, and measurable outcome are clear.
Agentic Analytics Diagnostic
A scoped starting point for identifying the first KPI, queue, or exception pattern where agentic analytics can create measurable movement.
View OfferWatchtower Pilot
A focused pilot that turns one workflow into a monitored, explainable, approval-aware operating loop.
View OfferFractional Agentic Analytics Lead
Senior guidance for KPI design, semantic-layer decisions, governance patterns, pilot review, and scaling choices.
View OfferUse cases
Initial workflows grounded in operational work
The right first use case has enough signal, enough value, and a clear owner group that can act.
B2B SaaS Revenue Retention
Net revenue retention erodes quietly — usage dips, champions leave, and expansion stalls long before a renewal is lost.
View Use CasesManufacturing Variance Watchtower
Plant and operations teams need earlier visibility into throughput, downtime, quality, or inventory drift.
View Use CasesLogistics Delay Risk
Shipment exceptions and carrier variance compound before teams know which delays deserve action.
View Use CasesHealthcare RCM Recovery Watchtower
Denials, underpayments, AR aging, and payer friction hide inside disconnected queues.
View Use CasesWhy Thrash
A specialist in KPI-to-action systems
Thrash Analytics is built for teams that need senior judgment, fast focus, and governed operating loops.
More specific than broad AI consulting
The work starts with a KPI, queue, owner group, and decision loop instead of a generic AI roadmap.
More governed than automation shops
Recommendations carry evidence, approvals, policy context, fallback paths, and measurement from the start.
More operational than dashboards
The system anticipates problems with leading indicators, triggers accountable work, and records honest outcome grades in the Outcome Ledger — not only visualizing variance after it happens.
Scorecard
Find the workflow most ready for agentic analytics
The Chattanooga Agentic Analytics Scorecard helps operators evaluate KPI readiness, explainability, governance, action tracking, and outcome learning.
Chattanooga Agentic Analytics Scorecard
Use the scorecard to evaluate KPI readiness, explainability, governance controls, action tracking, and outcome learning.
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Next step
Bring one KPI, queue, or operational bottleneck.
We will identify whether agentic analytics can create a governed path to measurable movement.