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Applications/Anomaly detection
Anomaly detection on Microsoft Fabric

Find unusual activity and give it a review path.

Create an anomaly detection application on Microsoft Fabric to flag unusual patterns, show supporting context and assign review. Agree what matters and how exceptions should be handled.

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For finance analysts and operational control teams. Prepared around your requirements. Card required at signup. No charge until your 30 day trial ends.

YOUR DATA. YOUR WORKFLOW.

From inputs to a useful next step.

  1. 01

    Define unusual

    Agree which deviations matter and whether rules, models or both are appropriate.

  2. 02

    Surface the evidence

    Present flagged activity with the source detail needed to investigate it.

  3. 03

    Close the review

    Record the outcome and use feedback to evaluate the detection approach.

An example scope to discuss, configured or built around your process.

THE BUSINESS PROBLEM

Make anomaly detection part of a connected process.

Large volumes of data can make unusual movements difficult to investigate consistently. A useful exception process combines detection with context, ownership and feedback on false alarms.

START WITH

The information behind the work.

  • Historical transactions or operational events
  • Business rules and expected patterns
  • Review outcomes and exception owners

Use agreed API connections, Excel imports or on-screen inputs. Access, mapping and refresh requirements are confirmed during scoping.

WORK TOWARDS

Outputs your team can use.

  • An exception review queue
  • Supporting source context
  • Recorded outcomes and follow-up actions

We agree roles, ownership, review steps and required reporting before preparing the application.

SEE THE PLATFORM IN PRACTICE

Financial intelligence

Follow a finding into the ledger and supporting journal detail.

A related DataNova demonstration using example data. This illustrates platform capabilities, not a claim that your proposed application is already configured.

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Read the transcript

We can follow a finding into a reconciled account movement, then into the supporting ledger and journal detail. The nine-account revenue bridge also shows a zero reconciliation difference. That helps the team connect the total movement to the individual accounts contributing to it. The discussion becomes more focused: which accounts moved, how much did they contribute, and what should the responsible manager investigate? Here, the complete five-line journal has matching debit and credit totals. That gives finance a practical route from explanation to evidence. We can move from reviewing performance to agreeing the next action, then return to the detail when someone needs supporting evidence.

START WITH YOUR PROCESS

Tell us what you want to achieve.

Share your requirements. No card or commitment.

Describe the result you need and the information you work with. We can help you identify a suitable existing application or scope a tailored pilot.

  1. Share the problem and your data sources.
  2. Discuss the workflow and a practical starting point.
  3. Agree the scope, costs and trial route.
No card is needed to make an enquiry.

A card is required when you start a trial. An enquiry does not start a subscription or commit you to a project.

Where is your data today? Optional, choose any
What should the application help with? Optional, choose any

We use these details to respond to your enquiry. Read our privacy policy. Please describe the systems you use without including passwords or customer records.

EVALUATE THE RIGHT FIT

Try the application before committing to the next step.

Both assisted routes include a 30 day free trial, starting after onboarding and environment setup. Card required at signup. No charge until your 30 day trial ends.

Existing app that fits

Start without an implementation fee.

If an existing application meets your requirements without additional mapping or implementation, implementation and the 30 day trial are free. Normal subscription charges begin after the trial, under your agreed terms.

Mapping or custom work needed

Agree the full quote before the pilot.

We agree the application, mapping, workflows and implementation quote upfront. We then prepare the agreed pilot for your 30 day free trial. If you choose to proceed afterwards, the quoted implementation fee and monthly subscription become payable.

We confirm the pilot deliverables, preparation, trial start and decision process together. Any work beyond the agreed pilot scope is discussed separately.

BEFORE YOU START

A few practical answers.

Define the business need and the pilot before committing to implementation.

Does a flagged anomaly prove something is wrong?+

No. An anomaly is a signal to investigate, not a confirmed error or misconduct. The pilot should measure false positives and define who reviews each flag before any action is taken.

Is this application ready to use immediately?+

We first confirm whether an existing application fits. Your fields, source mapping, roles or workflow may require configuration or custom work. The agreed assisted trial begins after onboarding and environment setup.

How much will the application cost?+

We confirm the subscription, any implementation work and the pilot scope before you start. An existing app that fits has free implementation. Where mapping or custom work is needed, the implementation quote is agreed upfront and becomes payable with the monthly subscription if you choose to proceed after the trial.

See platform plans and trial options
Can we start with spreadsheet reporting instead?+

Yes. The standard platform provides spreadsheet uploads, reporting, AI analysis, visual creation and DataApps after signup. That is a separate starting point from a prepared application.

Explore the standard platform
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