AI Compass
Compass

USE CASES

What AI actually does at work

Each entry describes a single task: what it is meant to do, which data it processes, where that data sits, and where it stops.

DEPARTMENT
RISK CLASS
DETAIL

12 of 12 use cases

SalesRISK LIMITEDOverview

Call preparation

Condense public sources and CRM history into a one-page briefing.

CRM EXTRACTEU
SalesRISK LIMITEDIn practice

Drafting proposal text

Generate copy from approved templates; pricing stays manual.

NO PERSONAL DATAEU
FinanceRISK LIMITEDIn practice

Invoice checking

Extract invoice data, reconcile against the order, and flag discrepancies.

INVOICE DATAEU
FinanceRISK HIGHIn depth

Annual accounts analysis

Read ratios out of financial statements and compare against prior years.

FINANCIAL DATAEU · DEDIZIERT
People and HRRISK HIGHIn depth

Candidate screening

Only with a human decision, a complete log, and works-council approval.

CANDIDATE DATAEU · ON-PREM
People and HRRISK MINIMALOverview

Answering onboarding questions

Answer internal questions from your own knowledge base, with sources cited.

INTERNAL DOCUMENTSEU
IT and supportRISK LIMITEDIn practice

Ticket triage

Categorise incoming tickets and enrich them with a suggested resolution.

TICKET TEXTEU
LegalRISK HIGHIn depth

Comparing contract clauses

Flag deviations from the standard clause; assessment stays with the lawyer.

CONTRACT TEXTEU · DEDIZIERT
MarketingRISK LIMITEDOverview

Generating campaign copy

Generate per-channel variants; disclosure duties apply.

NO PERSONAL DATAEU
Banking and insuranceRISK HIGHIn depth

Pre-sorting claims

Structure incoming claims; the decision stays with the case handler.

POLICY DATAEU · DEDIZIERT
ManufacturingRISK MINIMALIn practice

Analysing maintenance reports

Condense free text from reports into comparable metrics.

MACHINE DATAEU
AI OPERATING PLATFORM

You don't have to know all of this yourself.

This wiki explains what needs doing. The LumeSec platform does it: it brings together what your AI systems are doing, holds them inside the agreed limits, and records the evidence as it goes.

See the platform
  • CorrelateOne picture of what your systems are actually doing.
  • ContainThe agreed limits hold at runtime, not just on paper.
  • AttestEvidence accrues in operation, not the week before an audit.
What AI actually does at work