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Rivac AI Labs
Finance & Accounting

FP&A Analyst

Annual budgets go stale by February, and most monthly business reviews spend more time reconciling numbers than deciding what to do about them. This service builds a rolling forecast process and a repeatable variance-analysis cadence, so leadership sees where actuals are diverging from plan while there's still time to react. It's built for finance teams that need more than a once-a-year budget exercise, a living planning process that updates monthly, flags the drivers behind every variance, and feeds directly into the business review. The result is planning that keeps pace with the business instead of a document everyone quietly ignores after Q1.

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 the current budgeting cadence and pinpoint where actuals-vs-plan reporting breaks down or gets ignored.

  2. 2

    Pilot a rolling forecast for one department or cost center to validate the driver-based approach before scaling it company-wide.

  3. 3

    Review variance findings and forecast mechanics with department owners to build both accuracy and buy-in.

  4. 4

    Operate the monthly close-to-forecast-to-business-review cycle on a fixed calendar, with driver-level variance commentary each period.

What You Get

Deliverables from this engagement

  • Rolling 12-18 month forecast model
  • Monthly variance analysis with driver-level commentary
  • Business-review-ready reporting package
  • Documented budgeting and forecasting process
  • Department-level forecast ownership handoff

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

Planning Inputs

  • Prior Year Budget
  • Department Manager Estimates

Lean Forecast Build

  • Rolling Forecast Template
  • Driver Assumptions
  • Consolidated Forecast

Review Cycle

  • Department Head Review
  • Finance Lead Adjustment

Monthly Cadence

  • Actuals vs Plan Comparison
  • Variance Explanation Notes
  • Monthly Business Review
  • Forecast Update
  • Leadership Decision

Cloud-Native / Managed Services Architecture

Connected Sources

  • Accounting System Actuals
  • Sales Pipeline Data
  • Headcount Planning Tool

Managed FP&A Platform

  • Cloud Planning Platform
  • Rolling Forecast Model
  • Driver Library

Variance Analysis

  • Automated Variance Engine
  • Driver Level Drill Down

Delivery and Access

  • Executive Dashboard
  • Department Manager Portal
  • Board Report Export
  • Access Permission Layer

Event-Driven & Automation-First Architecture

Triggers

  • Monthly Close Completed
  • New Actuals Available

Automated Forecast Pipeline

  • Auto Pull Actuals
  • Auto Update Rolling Forecast
  • Auto Variance Calculation
  • Auto Driver Attribution

Automated Gate

  • Variance Exceeds Threshold
  • Auto Flag Driver Owner

Automated Delivery

  • Auto Generate Variance Report
  • Auto Schedule Business Review
  • Auto Distribute to Leadership
  • Forecast Archived

Enterprise-Grade & Compliance-Ready Architecture

Planning Governance

  • Annual Budget Policy
  • Forecast Methodology Standard
  • Approval Hierarchy

Access Control

  • Role Based Planning Access
  • Department Level Permissions

Controlled Planning Process

  • Rolling Forecast Build
  • Variance Analysis with Evidence
  • Finance Leadership Sign Off

Redundancy and Audit

  • Version Locked Forecast Archive
  • Board Approval Record
  • Historical Accuracy Tracking
  • Annual Planning Audit

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

Planning Inputs

  • Latest Actuals
  • Department Estimates

AI Forecasting Layer

  • AI Rolling Forecast Update
  • AI Variance Driver Detection
  • AI Anomaly Flagging
  • AI Draft Business Review Narrative

Human Review Checkpoint

  • FP&A Analyst Validation
  • Cross Check with Department Heads

Release

  • Approved Forecast Update
  • Presented in Business Review
  • Sent Back for AI Recalculation
  • Decisions Fed Back into Plan

Integration-Heavy / Ecosystem-Connected Architecture

Client Systems

  • ERP or Accounting System
  • CRM Sales Pipeline
  • HRIS System
  • Billing Platform

FP&A Core

  • Data Consolidation Layer
  • Rolling Forecast Engine

Ecosystem Integrations

  • Business Intelligence Tool
  • Board Reporting Platform
  • Slack Notification Bot

Two Way Sync

  • Nightly Actuals Sync
  • Forecast Push to BI
  • Variance Alert Feed

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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 FP&A Analyst

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

Questions? Book a free call