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Rivac AI Labs
Finance & Accounting

Financial Analyst

Most financial models get built once for a fundraise or board meeting and then quietly rot, leaving leadership to make six-figure calls on gut feel. This service builds a live, three-statement financial model tied to your actual drivers (pricing, headcount, churn, unit economics) so you can stress-test a hiring plan, a pricing change, or a new market before committing real money. It's for operators who need to answer 'what happens if' questions quickly and credibly, whether that's for an investor conversation, a board deck, or an internal go/no-go decision. The output isn't a static spreadsheet but a maintained tool your own team can update and re-run as the business changes.

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 decisions the model needs to support and identify the drivers that actually move your numbers.

  2. 2

    Build a pilot version of the model against 1-2 historical periods to confirm it matches reality before projecting forward.

  3. 3

    Review model logic and assumptions line by line with finance and leadership to catch blind spots before it's relied on.

  4. 4

    Deliver the finished model with a training session so your team can run new scenarios independently.

What You Get

Deliverables from this engagement

  • Dynamic three-statement financial model (P&L, balance sheet, cash flow)
  • Scenario and sensitivity toggles for key assumptions
  • Board- or investor-ready summary outputs
  • Fully documented assumptions and formulas
  • Training session on updating and extending the model

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

Business Inputs

  • Historical Financials
  • Key Business Drivers

Lean Model Build

  • Revenue Driver Tab
  • Expense Driver Tab
  • Three Statement Model

Scenario Testing

  • Base Case Scenario
  • Upside Downside Scenario

Decision Support

  • Sensitivity Analysis
  • Board Deck Summary
  • Leadership Review Meeting
  • Go No Go Decision
  • Model Handoff to Team

Cloud-Native / Managed Services Architecture

Connected Data Sources

  • Accounting System Feed
  • CRM Pipeline Data
  • HRIS Headcount Data

Managed Modeling Platform

  • Cloud FP&A Platform
  • Live Three Statement Model
  • Driver Based Assumptions Engine

Analysis Layer

  • Automated Scenario Builder
  • Variance and Trend Analysis

Delivery

  • Executive Dashboard
  • Board Ready Report Export
  • Access Controlled Sharing
  • Quarterly Model Refresh

Event-Driven & Automation-First Architecture

Triggers

  • New Actuals Uploaded
  • Monthly Close Completed

Automated Model Refresh

  • Auto Pull Actuals into Model
  • Auto Recalculate Drivers
  • Auto Refresh Scenarios
  • Auto Variance Flagging

Review Gate

  • Variance Within Threshold
  • Alert Analyst for Review

Automated Delivery

  • Auto Generate Updated Deck
  • Auto Distribute to Leadership
  • Scheduled Review Meeting Booked
  • Model Version Archived

Enterprise-Grade & Compliance-Ready Architecture

Modeling Governance

  • Modeling Standards Policy
  • Assumption Documentation Rules
  • Version Control Standard

Access Control

  • Role Based Model Access
  • Sensitive Data Masking

Controlled Model Build

  • Audited Three Statement Model
  • Assumption Change Log
  • Peer Review of Formulas

Redundancy and Audit

  • Version Locked Archive
  • Board Approval Record
  • Investor Data Room Sync
  • Annual Model Audit

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

Financial Inputs

  • Actuals and Historical Data
  • Business Assumptions

AI Modeling Layer

  • AI Driver Identification
  • AI Scenario Generation
  • AI Sensitivity Analysis
  • AI Narrative Summary Draft

Human Review Checkpoint

  • Financial Analyst Validation
  • Sanity Check Against Reality

Release

  • Approved Model Output
  • Presented to Leadership
  • Sent Back for AI Adjustment
  • Decision Logged and Tracked

Integration-Heavy / Ecosystem-Connected Architecture

Client Systems

  • Accounting Platform
  • CRM System
  • HRIS Platform
  • Billing System

Modeling Core

  • Data Aggregation Layer
  • Live Financial Model

Ecosystem Integrations

  • Business Intelligence Tool
  • Data Warehouse
  • Board Portal Software

Two Way Sync

  • Nightly Data Sync
  • Model Output Push
  • Dashboard Refresh Trigger

More in Finance & Accounting

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  • Investment Researcher

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  • Tax Strategist

    Multi-jurisdictional tax optimization, entity structuring, and audit-defense strategy.

  • Bookkeeper & Controller

    Month-end close, reconciliation, GAAP compliance, and internal controls for audit-ready books.

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 Financial Analyst

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

Questions? Book a free call