How it works

From operational chaos to prescriptive clarity.

A five-step pipeline that runs continuously — designed for enterprises where documentation rarely matches reality.

Step 01 — Inputs

Structured or unstructured. PointGuard Labs ingests everything.

You don't need a perfect data warehouse. PointGuard Labs meets your operations where they live today.

APIs & systems
CRM, ITSM, data warehouse, ERP
PDFs & SOPs
Policies, playbooks, contracts
Drives & wikis
Drive, SharePoint, Confluence, Notion
Chat & email
Slack, Teams, Outlook, Gmail
Calls & transcripts
Gong, Loom, contact center recordings
Hyperlinks & exports
CSV dumps, ticket exports, screenshots
01 — Universal Ingestion

Universal Ingestion

Pull from APIs, upload from drives, drop in documents, or paste a hyperlink. PointGuard Labs works with structured systems and unstructured environments — without forcing migration.

  • 200+ enterprise connectors
  • Drag-and-drop document ingest
  • Streaming + batch
  • OCR + transcription built-in
Salesforce
Drive
Slack
PDF SOPs
Zendesk
Gong
SharePoint
CSV
Webhook
Normalized Operational Layer
02 — Operational Mapping Engine

Operational Mapping Engine

Extracts workflows, identifies actors, maps dependencies, detects decision points, and reconstructs customer journeys — including processes that were never documented.

  • Actor & dependency extraction
  • Decision-point detection
  • Shadow process inference
  • Living operational graph
POLICYPRACTICE⚠⚠⚠⚠DETECTED CONTRADICTIONS · 4
03 — Continuous Analysis

Continuous Analysis

Eight detection primitives run continuously across the graph — surfacing drift, contradictions, escalation loops, sentiment collapse, AI hallucinations, and compliance gaps.

  • Workflow drift
  • Contradiction patterns
  • Escalation loops & bottlenecks
  • AI behavior anomalies
Refund SOP contradiction
47% of EMEA tickets
Cancel flow drift
8.2K accounts affected
Sentiment collapse · Onboarding
−14 NPS
Shadow refund path discovered
312 traces
04 — Root Cause Intelligence

Root Cause Intelligence

Every signal is traced to its origin: what broke, where, why, who's impacted, the business risk, and the downstream consequences if left unresolved.

  • Causal trace per incident
  • Impacted teams & accounts
  • Business risk quantification
  • Urgency scoring
ROOT CAUSE TRACE
01Policy update PG-2401 deployed
02Agent macro #R-118 not refreshed
03Tier-1 fallback to legacy script
04Refund SLA breach across EMEA
Business impact$420K MRR exposure
05 — Prescriptive Actions

Prescriptive Actions

PointGuard Labs recommends exact next moves — the SOP edit, the workflow redesign, the AI retraining, the staffing intervention — ranked by operational and financial impact.

  • SOP & macro updates
  • Workflow redesign suggestions
  • AI prompt / fine-tune guidance
  • Compliance remediation playbooks
Update macro #R-118 to reflect PG-2401Ops
Closes 47% of escalations
Re-train Retention AI on golden corpus v3ML
Tone σ → baseline
Roll back onboarding policy changePM
+14 NPS forecast

See how your operations actually run.

A 30-minute working session on your real workflows. No integrations required to start. Pilots run under NDA.

Request a private deployment

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