Mimasa AI™
For Risk & Compliance Analysts

Compliance Dashboard With Evidence Behind Every Exception

Build a compliance dashboard that shows defined checks, open exceptions and who needs to review them. Keep the source, period and rule beside every material result.

Mimasa AI helps analysts connect approved records, compare changes and write a reviewable finding. Share it only with an authorised audience.

Defined controls · Source dates · Named owners · Human decisions

Fictional Review BoardApril 2026 · Review Due

Indicator

Late Reviews > 5%

12 Of 200

Evidence

Case Register

As Of 30 Apr

Review

Open Item

Owner: Control Lead

Defined control · Source date · Named owner · Human decision

Analyst Method

What Does a Risk and Compliance Analyst Review?

Risk and compliance analytics starts with a clear question. Which requirement or control are we checking, over which period, and from what source?

Use risk analyst tools to connect the record, review the rule and explain the exception. A broad score without a method is not enough.

Inherent risk exists before a control. A control addresses that risk. Residual risk remains after the control, while an incident is an observed event. Keep each concept distinct.

Use Data Extraction & Connectivity for approved inputs. Use Data Governance for permissions and source ownership.

  1. 01

    Define

    Choose the question, scope, obligation and reporting period.

  2. 02

    Connect

    Read approved systems, documents and prior findings.

  3. 03

    Set The Rule

    Record the check, denominator, threshold and owner.

  4. 04

    Review

    Separate true exceptions from late, missing or irrelevant data.

  5. 05

    Build

    Create a dated dashboard with source and review dates.

  6. 06

    Explain

    Record the observation, limits and possible cause.

  7. 07

    Route

    Send an approved next step to its authorised owner.

Defined Checks

Build a Compliance Dashboard People Can Interpret

A compliance monitoring dashboard should show which checks ran, which are due and which need a person. A compliance metrics dashboard needs a named rule and denominator beside every rate.

Compliance dashboard items, meanings and required context
Dashboard ItemMeaning To DisplayNecessary Context
Checked ControlsItems reviewed for the selected periodControl list and eligible population
Evidence ReceivedRecords supplied for an agreed checkSource, as-of date and reviewer
ExceptionsItems that need investigationRule, severity method and case owner
PendingItems not yet reviewed or sourcedMissing reason and due date
DecisionsFindings approved or returnedApprover, date and rationale

A compliance risk dashboard can place an exception beside the affected risk. It must not turn an incomplete check into a declaration of compliance. Use Visualisation & Dashboards for the general dashboard builder.

KRI Method

Track KRIs Without Hiding the Counting Rule

A KRI dashboard monitors a key risk indicator: a defined measure that helps a team notice change. A key risk indicators dashboard should show its threshold, owner and refresh date.

A risk monitoring dashboard should show when the source last refreshed and when a reviewer last confirmed the interpretation.

Illustrative Example — Fictional Data For One Process And Month
InputFictional ValueDefinition
Eligible items reviewed200Cases due for review in the month
Items outside time limit12Due cases beyond the configured deadline
Late-review rate6%12 ÷ 200; one stated process and month
Alert threshold5%Fictional organisation-set threshold, not a Mimasa benchmark
The result exceeds the example threshold. It does not prove a breach or explain why reviews were late. Check case volume, source timestamps and classification first.
Risk Context

Compare Risk Across Teams With the Same Method

An enterprise risk dashboard can combine reviewed issues from several teams. Keep each owner, assessment date and method. Do not blend incompatible scales into one mystery number.

Risk Register Dashboard

Find open risks, actions and overdue reviews with owners and dates.

Risk Assessment Dashboard

Show what an authorised owner assessed and which information informed the decision.

Operational Risk Dashboard

Compare defined exceptions by team and period. More alerts may reflect better detection.

Risk assessment analytics supports review; it does not make the decision. Security incidents belong in Cybersecurity Automation. Underwriting judgement remains with Insurance Underwriting Automation.

Policy Review

Review Policy Changes and Regulatory Exposure Carefully

Policy compliance monitoring checks a stated rule against permitted records for a period. A policy compliance dashboard should show the policy version and eligible events.

Regulatory risk monitoring needs location, activity and date context. Route interpretation to qualified people. Banking returns use specialist approvals in Banking Regulatory Reporting Automation.

Passed

The defined check passed for the tested period.

Failed

The defined check found a reviewed exception.

Pending Review

Evidence exists, but review is incomplete.

Not Tested

No test was completed for this period.

Missing Evidence

A conclusion cannot yet be reached.

Not Applicable

The documented scope excludes this item.

Evidence And Reporting

Keep Evidence Attached to Each Finding

Compliance evidence tracking asks whether the right record exists, is current and supports the stated check.

A compliance reporting dashboard keeps the obligation, source, period, result, exceptions, owner and approval state together.

Risk and compliance reporting can summarise what changed and what remains untested. Draft through Insights, Analysis & Reporting, then require analyst review.

Keep the observed result separate from a possible cause. Record the next check before recommending action. This gives reviewers a clear trail from evidence to decision.

For specialist audit workflows, see Audit Evidence & Control Testing Automation.

Reviewer-Ready Finding

  • Question — obligation and applicable version
  • Evidence — source, period and as-of date
  • Observation — result and open exceptions
  • Interpretation — possible cause and limits
  • Ownership — reviewer, decision owner and due date
  • Resolution — approved next step and current status
Authorised Audience

Share a Finding Without Exposing Its Records

Risk and compliance data may include customer information, investigations and privileged notes. Choose the audience before distribution.

Private Analyst

Working evidence and unverified exceptions

Review: Approved purpose and source permissions

Internal Team

Reviewed indicators and assigned actions

Review: Team access and sensitive details

Public, Only If Enabled

Cleared aggregate method or finding

Review: Legal, data-owner and publication approval

Show source and review dates separately. Public dashboards, bylines and reputation features require verified product support and publication rights.

Specialist Questions

Follow the Next Specialist Question

This page owns cross-industry analyst-led risk and compliance review. Specialist pages own sustainability, data quality, financial reporting and broader business questions.

Data & Decision Intelligence connects reviewed evidence with governed next steps.

FAQ

Risk & Compliance Analyst FAQs

Clear answers about indicators, evidence, exceptions, risk methods and approved sharing.

Get Started

Give Every Exception a Source and a Next Check

Start with one control or risk question. Define the rule, connect approved records and prepare a finding the right owner can review.