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Rivac AI Labs
Specialized & Cross-Industry Services

Data Consolidation Agent

Raw sales data spread across CRMs, spreadsheets, and rep-level trackers is hard to act on until someone consolidates it into a shape leadership can actually read, territory rollups, rep performance comparisons, a clean pipeline snapshot. This service builds that consolidation layer: aggregating data from your existing sources into standardized dashboards for territory summaries, individual rep performance, and pipeline health, updated automatically instead of stitched together manually before every leadership meeting. It's for sales leaders who currently ask someone to 'pull together the numbers' before every review and want that view live instead of assembled under deadline. You get dashboards that are always current, not a snapshot from whenever someone last had time to build one.

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

    Diagnose current data sources and the manual process used to build sales reporting today.

  2. 2

    Build and pilot consolidated dashboards for one territory or team, checked against the manual version.

  3. 3

    Review dashboard accuracy and usability with sales leadership before expanding coverage.

  4. 4

    Roll out consolidated dashboards across all territories with automatic, scheduled updates.

What You Get

Deliverables from this engagement

  • Consolidated territory-summary dashboards
  • Rep-performance comparison views
  • Live pipeline-snapshot dashboards
  • Documentation of data sources and refresh schedule

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

Intake

  • Current Reporting Process Mapped
  • Scoping Call with Sales Leadership
  • One Territory Selected for Pilot

Consolidation

  • CRM Export Pulled
  • Spreadsheet Tracker Pulled
  • Merged Territory Summary

Validation

  • Manual Version Comparison
  • Rollup Matches Manual Report
  • Approved Consolidation Logic

Delivery

  • Static Dashboard Build
  • Shared with Sales Leadership
  • Feedback Captured for Next Iteration

Cloud-Native / Managed Services Architecture

Source Layer

  • CRM API
  • Managed Data Connector
  • Spreadsheet Trackers
  • Cloud Data Warehouse

Consolidation Operations

  • Managed Transformation Service
  • Territory Rollup Model
  • Rep Performance Model
  • Pipeline Snapshot Model

Managed Semantic Layer

  • Cloud BI Semantic Layer

Delivery Layer

  • Managed Dashboard Platform
  • Scheduled Data Refresh
  • Role Based Dashboard Access

Event-Driven & Automation-First Architecture

Triggers

  • CRM Record Updated
  • Webhook to Consolidation Service
  • Nightly Refresh Schedule
  • Cron Trigger

Automation Layer

  • Auto Rollup Recalculation
  • Territory and Rep Aggregation
  • Pipeline Snapshot Update

Review Gate

  • Data Anomaly Detected
  • Flag for Ops Review
  • Auto Publish Dashboards

Delivery

  • Live Dashboard Update
  • Leadership Notification
  • Pre Meeting Digest Generated

Enterprise-Grade & Compliance-Ready Architecture

Governance Layer

  • Data Governance Policy
  • Approved Source of Truth Rules
  • Access Controlled Warehouse

Secure Pipeline

  • Role Based Data Access
  • Encrypted Rollup Store
  • Field Level Permissions

Auditable Process

  • Versioned Dashboard Snapshots
  • Change History per Metric
  • Quarterly Business Review Checkpoint

Compliance Delivery

  • Signed Off Leadership Reporting
  • Audit Export for Finance and Ops
  • Redundant Backup of Rollups

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

Source Ingestion

  • CRM Pipeline Records
  • Spreadsheet Rep Trackers

AI Analysis Layer

  • AI Reconciliation Engine
  • Draft Territory Rollup
  • Draft Rep Performance Ranking

Human in the Loop

  • Sales Ops Manager Review
  • Rollup Reflects Real Pipeline
  • Correct Aggregation Rules
  • Human Approved Dashboard

Delivery

  • Published to Leadership Dashboard
  • Scheduled Auto Refresh
  • Rules Saved for Next Cycle

Integration-Heavy / Ecosystem-Connected Architecture

Client Systems

  • CRM System
  • ERP or Finance System
  • Rep Level Spreadsheets

Consolidation Core

  • Multi Source Aggregation Engine
  • Territory and Rep Model
  • Pipeline Health Model

Two Way Sync Layer

  • BI Tool Live Feed
  • CRM Dashboard Widget Sync
  • Sales Leadership View

Shared Governance

  • Weekly Pipeline Review
  • Data Source Ownership Log
  • Ownership Log Synced to Wiki

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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 Data Consolidation Agent

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

Questions? Book a free call