AI-native reporting operations

We turn scattered operational data into leadership-ready reports, every month.

Mantora helps operational teams collect data, validate submissions, generate reports, explain performance changes, and track actions — without endless Excel files, manual consolidation, or last-minute PowerPoint decks.

Data intake
Forms · Excel · PDF
Validation
Completeness · anomalies
AI commentary
What changed & why
Leadership report
Narrative + charts
Action tracking
Owners · deadlines
Built for operational reportingManufacturingPlant performanceFP&A · PMO · Compliance
01The problem

Reporting is not broken because dashboards are bad. It is broken because the workflow before the dashboard is manual.

Most teams already have Power BI, Excel, SharePoint, ERP exports, and internal templates. The issue is everything that happens around them.

People chasing updates
Endless reminders before the cycle even starts.
Inconsistent submissions
Templates copied, edited, half-filled.
Manual consolidation
Excel files merged, cleaned, reconciled by hand.
PowerPoint rebuilt monthly
Decks rewritten from scratch every cycle.
“What changed?”
Leadership lacks a clear narrative on movement.
Lost actions
Decisions disappear after the meeting ends.

Mantora replaces the manual reporting workflow — not just the chart layer.

02Who it's for

Built for operational teams where reporting is recurring, painful, and management-critical.

Lead segment

Manufacturing & Operations

Monthly KPI packs, plant reporting, supply chain updates, quality, productivity, safety, operational performance.

Finance & FP&A-adjacent

Budget tracking, variance explanations, monthly cycles, consolidation, management commentary.

Transformation / PMO

Initiative tracking, milestones, risks, dependencies, executive status reporting.

Compliance / Risk

Evidence collection, recurring attestations, audit prep, policy adherence, action follow-up.

03What Mantora does

One AI-native workflow for the entire reporting cycle.

01
Data Intake
Forms, file uploads, templates, integrations. Excel, CSV, PDF, text, manual forms.
02
Validation
Completeness, consistency, missing fields, anomalies, submission status.
03
Report Generation
Structured reports, summaries, charts, leadership-ready narratives.
04
AI Commentary
Explains what changed, what matters, where performance moved, what needs attention.
05
Action Tracking
Decisions, owners, follow-ups — reporting becomes an operating rhythm.
04How it works

From messy monthly reporting to a controlled operating rhythm.

Step 1

Diagnose the current reporting process

We map your reporting cycle, templates, stakeholders, KPIs, and pain points.

Step 2

Configure your reporting cockpit

Set up intake forms, file upload flows, validation rules, dashboards, report structures, AI commentary logic.

Step 3

Run the first reporting cycle

Teams submit data, Mantora validates, generates the report, and flags issues before leadership review.

Step 4

Improve the cycle

Each month, the system gets cleaner — better validations, stronger commentary, less manual work.

05Product preview

A reporting cockpit, not a dashboard.

Reporting cycle · October
4 of 6
Plant Lyon
Submitted
Plant Munich
In review
Plant Bilbao
Late
Plant Krakow
Submitted
Validation queue
3 issues
Missing safety incident count
Plant Bilbao
Anomaly: OEE dropped 14%
Plant Munich
Inconsistent unit (kg vs tons)
Plant Lyon
Action tracker
3 open
Investigate OEE drop
M. SchneiderNov 8
Reconcile Q3 quality data
A. MartinNov 12
Update safety attestation
L. GarciaNov 5
Leadership report · October
AI commentary
OEE
78.4%
+2.1 vs Sep
On-time
94%
+0.8 vs Sep
Safety
0.42
−0.1 vs Sep
What changed

OEE improved across 3 of 4 plants, driven by reduced changeover time in Lyon (+4.2pp). Munich shows a 14% drop linked to one unplanned line stoppage — flagged for review.

Data intake · Plant Lyon
Submission
78.4
12,420
94
0
Drop monthly KPI workbook here · .xlsx, .csv, .pdf
06Before / After

The shift you can show your CFO.

Before Mantora
After Mantora
Excel files sent by email
Structured data intake
Manual consolidation
Automated validation
PowerPoint rebuilt every month
Generated reports
Leadership asks what changed
AI explains the movement
Actions tracked informally
Owners and deadlines captured
Data is late and inconsistent
Reporting cycle is controlled
Power BI shows charts only
Mantora runs the workflow
07Use cases

Where Mantora replaces the manual reporting layer.

Monthly Performance Reporting

Replace recurring Excel and PowerPoint consolidation with a structured AI-assisted reporting cycle.

Plant / Business Unit Reporting

Collect performance inputs from multiple sites, validate submissions, and compare across units.

Executive Business Reviews

Generate leadership-ready narratives, variance explanations, and action logs before meetings.

Initiative Tracking

Track transformation initiatives, risks, milestones, blockers, and owner updates in one place.

Compliance Reporting

Collect evidence, validate completeness, summarize risks, and monitor open actions.

Operating Rhythm

Turn ad-hoc reporting into a repeatable operating rhythm leadership can rely on.

08Why different

Not another dashboard. Not another BI layer. A reporting operating system.

Power BI shows the data.
Mantora manages the reporting workflow around the data.
Consultants improve the process once.
Mantora runs the process every month.
Copilots help users write reports.
Mantora produces the reporting output as a service.
Excel is flexible but fragile.
Mantora gives structure without forcing enterprise transformation.
09Engagement model

Start with one reporting cycle. Scale once it works.

01

Reporting Diagnostic

Map the current reporting process, stakeholders, templates, KPIs, pain points, and automation opportunities.

Deliverable
Reporting workflow map + automation roadmap.
02

Pilot Reporting Cockpit

Configure Mantora for one team, plant group, BU, or monthly reporting process.

Deliverable
Working reporting cockpit for one cycle.
03

Managed AI Reporting Operation

Run recurring cycles with structured intake, validations, reports, commentary, and action tracking.

Deliverable
Monthly reporting workflow managed through Mantora.
10Pilot story

Built from real operational reporting pain.

Mantora was born from operational reporting projects where teams had dashboards but still relied on manual Excel consolidation, scattered templates, and PowerPoint-heavy management routines.

The opportunity was clear: the missing layer was not another visualization tool, but a system that runs the reporting process end to end.

11FAQ

Common questions before a pilot.

Mantora can replace parts of Power BI where the real need is recurring reporting, commentary, and action tracking. It can also coexist with BI tools when they are already embedded.

Yes. Mantora supports structured forms, Excel, CSV, PDFs, text files, and manual submissions depending on the reporting process.

Mantora is an AI-native service platform. The client buys the reporting outcome, not just access to software.

Teams with recurring operational reporting cycles, multiple data owners, manual consolidation, and recurring leadership reviews.

The best starting point is one reporting cycle, one business unit or function, and a clearly defined output.

Final step

Turn your next reporting cycle into the pilot.

Bring one recurring reporting process. Mantora will map it, structure the intake, validate the data, generate the report, explain the movements, and track the follow-up actions.

Book a reporting diagnosticBest fit: monthly operational reporting, plant performance reviews, BU updates, compliance reporting, and transformation tracking.