Commercial analytics for specialty pharmaceuticals

Can you bring our commercial data together, keep our recurring performance reports current, and flag the changes our team needs to investigate?

Mage

Yes. Mage connects your approved sources, learns your commercial rules and reuses business knowledge to automate the recurring preparation.

Automate commercial performance reporting
Reconcile commercial data across sources
Monitor performance variances

Start with one reporting cycle. We’ll define the inputs, rules and finished output with your team.

Overview

We build it. Your team puts it to work.

Connect authorized commercial feeds and product and account records into reconciled datasets, recurring performance reports and variance reviews.

We handle the implementation

We connect the agreed sources, build the workflow, and check the prepared performance report with your team.

We keep the work running

Recurring runs, checks, and safe recovery stay with us. Decisions that need your judgment come to your team.

You use the result

Ask which records failed reconciliation, which sources are late or which products changed against the comparison period. Reuse accepted definitions and retain the evidence behind the answer.

Automate reporting, reconciliation and variance monitoring

Mage connects your systems, learns your business rules, and keeps these solutions running.

Performance reportFrom commercial feeds

Calculate KPIs

Check coverage

Weekly or monthly

Commercial performance reportingRefresh product, brand and account KPIs and prepare weekly or monthly reporting packs using your approved metrics and reporting cutoffs.

Reconcile totals

Focus the reviewReconciled dataSource records

Reconcile totals

Commercial data reconciliationIngest source feeds, standardize product and account mappings, reconcile totals and flag missing or conflicting records for review.

Variance reviewComparable KPIsEach reporting cycle

Compare periodsCheck thresholds

Performance variance monitoringCompare current results with prior periods or approved targets, flag significant changes and prepare breakdowns by product, account or channel.

Capacity

Compare preparation effort

Measure collection, matching and assembly time at the same commercial scope and source quality.

Timeliness

Separate source lag from preparation

Track when required feeds arrive and when the report or variance review reaches its agreed destination.

Coverage

Keep unresolved inputs measurable

Report missing feeds, unmatched records and comparison exclusions against the expected reporting population.

From commercial records to a current performance report

Agree one report, its product and account scope, and the sales basis. Connect the permitted sources and reconcile the result before recurring delivery.

Performance report

InputCommercial feeds

RuleCalculate KPIs

CheckCheck coverage

TimingWeekly or monthly

OutputPerformance report

ForCommercial analytics

Start with trusted recordsReview channel and account records. Confirm product units and reporting cutoffs.

Use the same product units, account scope and reporting basis for each refresh. Keep late sources and unresolved records visible.

Weekly or monthly

Commercial feeds

Calculate KPIs

Check coverage

Build around your rulesUse approved commercial definitions. Keep source rights and coverage explicit.

Reference

Product and account scopeIllustrative period

Feed cutoff and revisionsBrand 01

ResultPrepared

Prepared

Product and account scopeIllustrative period

Feed cutoff and revisionsBrand 01

ResultPrepared

Check the resultTie included measures to source records. Show late feeds and unresolved mappings.

Launch reporting preparationReady for review

Approve the launchYour team reviews the result. Keep required approvals.

Keep commercial reporting current through each cycle

Retain source versions, product and account mappings, and metric definitions. Reconcile accepted corrections and refresh affected reports and variance comparisons.

Performance reportResult reviewed

Calculate KPIs

Late channel feedRecovery checked

Commercial scope and sources rechecked

Recover within the rulesKeep the affected scope marked incomplete, notify its reporting owner and refresh when the authorized feed arrives. Keep source gaps separate from performance changes.

Check performance report

commercial reporting records ready

commercial reporting records held

Commercial report prepared

Check for exceptionsCheck product and account mappings. Retain coverage and revision history.

Meet the delivery windowAgree peak volumes. Plan the delivery window.

Use the same data to answer the next question

Ask which records failed reconciliation, which sources are late or which products changed against the comparison period. Reuse accepted definitions and retain the evidence behind the answer.

Which products and accounts are missing required channel records for this reporting cutoff?

Your systems stay. Your team stays in control.

Your team controls commercial definitions, source permissions, reporting scope, comparison periods and variance thresholds. Use authorized aggregate or account-level data for the agreed scope. Commercial owners interpret changes and decide follow-up actions.

Runs where you need it

Team spaces

Access you control

FinanceF

Draft

GrowthG

Review

OperationsO

Live

Your systems

Keep your systems

Use agreed sources. Choose where it runs.

Your decisions

Control access

Set team access. Review each change.

Our support

Get ongoing help

Get help with issues. Plan agreed changes.

Explore enterprise

Start with your performance report

Tell us what your performance report must contain, who uses the result, and when it is needed. We’ll work with you on implementation, result checks, and ongoing operation.