Skip to content
Rivac AI Labs
Data Intelligence, Document AI & Applied Analytics

BI Dashboards & Executive Reporting

Most organizations have plenty of data and still make decisions by gut feel, because the data lives in five different systems and nobody has time to pull it together before the meeting where it actually matters. This service builds custom BI dashboards and executive reporting that pull from your real operational systems (not a generic template) and surface the specific metrics your leadership actually needs to make a call, refreshed on a schedule that matches how fast your business moves. We design the dashboard around the decisions it needs to support, not around what data happens to be easy to pull, and build in drill-down so a leader can go from the headline number to the underlying detail without pinging an analyst. It solves the recurring cost of someone manually assembling the same report every week or month, and the worse cost of decisions getting made on stale or incomplete numbers.

This is a capability we deliver for you as a service, not a role we’re hiring for.

How We’d Approach This

A clear, staged plan, not a black box

These are the service-specific steps inside our six-step process.

  1. 1

    Interview the executives and teams who'll use the dashboard to learn what decisions it needs to support and which metrics actually drive those decisions

  2. 2

    Pilot a working dashboard against a live data connection for one business area, validating the numbers against a manual source of truth

  3. 3

    Review the pilot with stakeholders to refine metrics, layout, and drill-down paths before building out full coverage

  4. 4

    Build the production dashboard with automated data refresh, access controls, and a walkthrough so your team can maintain and extend it

What You Get

Deliverables from this engagement

  • Production BI dashboard connected to your live data sources
  • Documented metric definitions and data lineage
  • Automated refresh schedule and access controls
  • Team walkthrough and documentation for ongoing maintenance

Six Ways We Could Architect This

Different engagement, different build, pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Read all 6 architectures as text

Lean Fast-Start Architecture

Requirements Intake

  • Executive Interview
  • Key Metrics List Defined
  • Single Data Source Identified

Build

  • Basic Connector Script
  • Spreadsheet or Lightweight BI Tool

Validation

  • Manual Source of Truth Check
  • Draft Dashboard Review

Delivery

  • Published Dashboard
  • Manual Refresh Cadence
  • Executive Walkthrough
  • Feedback on Metrics
  • Dashboard Iteration

Cloud-Native / Managed Services Architecture

Managed Source Layer

  • Operational Systems
  • Managed Data Warehouse
  • Managed ETL Scheduler

Managed BI Layer

  • Managed BI Tool
  • Metric Definition Library
  • Managed Authentication Service

Delivery Layer

  • Executive Dashboard
  • Drill Down Views

Operations Layer

  • Scheduled Refresh Job
  • Access Control List
  • Dashboard Usage Analytics
  • Managed Backup of Reports

Event-Driven & Automation-First Architecture

Triggers

  • Source System Data Update
  • Webhook to ETL Pipeline
  • Scheduled Refresh Window

Automation Layer

  • Auto ETL Job
  • Cache Refresh
  • Dashboard Auto Updated

Alert Gate

  • Metric Threshold Breached
  • Auto Alert Triggered
  • Normal Refresh Logged

Notification Layer

  • Notification to Executive
  • Scheduled Digest Compiled
  • Digest Delivered via Email or Slack

Enterprise-Grade & Compliance-Ready Architecture

Governance Layer

  • Metric Definition Governance
  • Data Lineage Documentation
  • Role Based Access Control

Secure Data Layer

  • Access Controlled Warehouse
  • Redundant Warehouse Replication
  • Versioned Metric Calculations

Auditable Reporting

  • Dashboard Change Audit Log
  • Compliance Review of Metrics
  • Disaster Recovery Plan

Compliance Delivery

  • Signed Off Executive Report
  • Retention Schedule for Reports
  • Quarterly Governance Review

AI-Augmented, Human-in-the-Loop Architecture

Data Ingestion

  • Operational Data from Five Systems
  • Unified Metric Warehouse

AI Insight Layer

  • AI Anomaly Detection Engine
  • AI Drafted Narrative Insight
  • Confidence Score Check

Human in the Loop

  • Analyst Review Queue
  • Insight Accurate and Relevant
  • Correction Sent Back
  • Human Approved Insight

Delivery

  • Insight Added to Dashboard
  • Distributed to Executive Team
  • Feedback Improves Anomaly Model

Integration-Heavy / Ecosystem-Connected Architecture

Client Systems

  • CRM System
  • ERP System
  • Finance System
  • Support Ticketing Tool

Warehouse Core

  • Unified Data Warehouse
  • Metric Calculation Engine
  • Executive Dashboard

Two Way Sync Layer

  • Goal and Target Sync Back
  • Slack Digest Integration
  • Planning Systems
  • Leadership Channel

Shared Governance

  • Joint Review with Leadership

More in Data Intelligence, Document AI & Applied Analytics

Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.

Talk to us about BI Dashboards & Executive Reporting

Most engagements like this start as a $500–$2,500 pilot, see full pricing.

Questions? Book a free call