GA4 Anomaly Detector
Code agentDeterministic z-score/IQR anomaly detection on GA4 time-series, LLM-narrated alerts. Runs on mock or your own data; connector-ready.
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@kata-team
Deterministic z-score/IQR anomaly detection on GA4 time-series, LLM-narrated alerts. Runs on mock or your own data; connector-ready.
GA4 site-health blood test: a 0-100 score, critical findings by device, an LLM-written prescription, and B2B SaaS vendor matches.
Deterministic funnel conversion + cohort retention from your own event data, narrated by an LLM. Account-free, no warehouse connector.
Turns YouTube Analytics metrics into a deterministic performance narrative + recommendations
GA4 + HubSpot buyer-intent lead scoring with hot-lead Slack digests for real estate
Detects idle Snowflake warehouses and expensive queries with monthly savings estimates
Monitors flight prices via Amadeus and alerts travel managers on threshold drops
Analyzes Chargebee upgrade/downgrade patterns to surface growth opportunities
Fuses Intercom + Stripe signals into churn risk scores with Salesforce + Slack alerts
Turns read-only BigQuery metric results into deterministic deltas/trends + narrative
Monitors Twilio SMS delivery rates with Datadog metrics and Slack root-cause alerts
Zendesk CSAT trend analysis with negative-theme mining and Slack decline alerts
Scores HubSpot deals by health and surfaces at-risk opportunities with AI follow-ups
Processes GDPR DSARs across Postgres + HubSpot with compliant response drafts
Automated weekly Stripe MRR/churn/NRR report with anomaly detection, posted to Slack
Monte Carlo sprint velocity forecasting with P50/P80/P95 delivery dates
Generates blameless PagerDuty incident postmortems with timeline, 5 Whys, Confluence + Slack
Deterministic AML rule engine over Postgres transactions with SAR draft generation
Classifies workplace incidents under OSHA 29 CFR 1904 with Notion + Slack alerts
Square POS Menu Engineering analysis with discount/promotion/removal recommendations
Extracts, three-way matches, codes and VAT-checks an invoice batch into draft ERP records for approval.
Syncs LinkedIn Recruiter InMails with Greenhouse ATS, reports to Notion and Slack
QuickBooks AR aging risk-scoring with follow-up notes and daily Slack alerts
Predicts appointment no-show risk from FHIR history and triggers Twilio SMS reminders
Deterministic GA4 funnel drop-off analysis with LLM-narrated insights and recommendations
Reconciles Salesforce pipeline forecasts with historical win rates for adjusted projections
Zillow comp data into a deterministic CMA with a recommended list price range
Correlates Datadog metric anomalies with logs into a structured RCA, posted to Slack/PagerDuty
Deterministic Mixpanel/Amplitude retention and churn analysis with LLM-narrated insights
Classify and prioritize your inbox (urgent/action/info/noise/suspicious) and draft suggested replies. Drafts only — never sends or archives.
Read-only SIEM alert triage: deterministic correlation, noise suppression, and priority scoring, with an LLM-written analyst narrative.
Static read-only phishing email analysis: deterministic 0-100 risk score, header + URL indicators, and an LLM-written explanation.
Multi-step month-end close review from your ledger: deterministic close checklist, anomaly detection, and an advisory summary. Read-only.
Read-only real-estate listing analyzer: deterministic 0-100 completeness score, optimization issues, and prioritized fixes.
Normalizes FedEx/UPS/DHL tracking into status, ETA and exception alerts
Turn a PRD/spec into a structured draft of epics + tickets (acceptance criteria, estimates, dependencies). Approval-gated; never writes.
Dedupe, normalize, and enrich CRM records as approval-gated, draft-only proposals. Connector-free; never writes to a CRM.
Read-only flight fare monitor: deterministic lowest/average, trend, and target-price trigger, with an LLM-humanized alert. Never books.
Re-prioritizes GitHub Dependabot alerts by exploitability, files Jira tickets, alerts Slack
Shopify + Klaviyo segment analysis to target the highest abandoned-cart recovery opportunity
Summarizes Looker/BI dashboards into deterministic KPIs, highlights and recommendations