MRANTI Data Team — Reporting & Automation

01 / REPORTING

The answers are
already in your data.

Explore the reporting products we build to give teams and management a clearer view of what matters. Select an area and see what you can get from it.

FEATURED DATA PRODUCT / 01

CATEGORY OVERVIEW

Explore development phases, land-use distribution and mapped land parcels, with routes into more detailed plot views.

Category illustration · open the library for dashboard access.

02 / AUTOMATION

We build workflows around the manual tasks that slow teams down. Here are two examples of what that looks like in practice.

PROJECT 01 / OPERATIONAL AUTOMATION

From manual station reporting to a structured, validated finance-reporting workflow.

THE MANUAL TASK: Preparing, checking and reconciling recurring station reports.
WHAT THE AUTOMATION DOES: Extracts data, validates inputs, reconciles records and prepares reporting outputs.

SENTINEL / PROCESS OVERVIEW

Collect → Validate → Reconcile → Generate

From routine inputs to structured reporting.

INPUT→VALIDATE→RECONCILE→OUTPUT

Workflow overview · no financial data displayed.

PROJECT 02 / AI-ASSISTED WORKFLOW · PROTOTYPE

A first-pass proposal review that surfaces checklist gaps and helps officers focus on the actual assessment.

THE MANUAL TASK: Reading proposals, matching requirements and locating supporting evidence.
WHAT THE PROTOTYPE DOES: Maps checklist items, traces evidence and drafts clarification points for officer review.

RFP ASSIST / WORKFLOW CONCEPTPROTOTYPE

01 / INPUT

ProposalPDF + preloaded checklist

02 / REVIEWEvidence check

✓

Gaps surfaced for the officer

Product workflow illustration · not a running AI model.

03 / HOW WE HELP

Need visibility into performance? Start with reporting. Stuck doing the same checks or updates every month? That's where automation comes in.