Case Study: Financial Management and Project Revenue Automation

Vendor Management & Compliance Automation

Vendor Management & Compliance Automation

The Client

Agency with recurring and project revenue; founder plus account managers; fractional finance support; internal database and shared spreadsheets

Key Outcomes

Hours per year reclaimed from founder and team reporting

%

Reduction in month end reconciliation time

%

ROI in first year

The Problem

The founder was the only reliable source of revenue truth. A manual spreadsheet tracked every account, every expected payment, and every mid month change. It worked only because the founder lived in it for hours each day. Account managers could not see portfolio performance without asking for updates.

Finance could not trust one place for current numbers. Forecasts existed as snapshots of yesterday. The team needed real time revenue health by account and by owner, with fewer manual touches and a clear path to accurate forecasts.

The Problem

Constraints We Faced

Revenue spread across CRM, invoicing, time tracking, and project tools

Frequent one off adjustments and timing shifts that break simple formulas

Different views required for account managers and leadership

Minimal disruption to how the team works day to day

Revenue spread across CRM, invoicing, time tracking, and project tools

Frequent one off adjustments and timing shifts that break simple formulas

Different views required for account managers and leadership

Minimal disruption to how the team works day to day

What We Built

A Revenue Hub for unified data, automated updates, and proactive reporting

What We Built

A Revenue Hub for unified data, automated updates, and proactive reporting

Single source of revenue truth

Accounts, services, contracts, rates, invoices, and collections tracked in one place with ownership, effective dates, and version history. Existing systems remain in use, but the Hub becomes the authoritative layer and the source for all reporting.

Automated ingestion and reconciliation

Connectors pull changes from CRM, invoicing, time entries, and calendar events into the Hub. A rules engine aligns records, flags timing mismatches, and proposes corrections. Month end reports generate with a click.

Forecasting and portfolio views

Forward looking views by account and by account manager show expected revenue against goals for the next 60 to 90 days. Trend lines and variance drivers explain what changed since last week and why.

Daily and weekly executive reporting

Daily snapshots show revenue added, revenue at risk, and collection status. Weekly rollups compare actuals to forecast and highlight which portfolios need attention.

Ops Navigator for ask and act

Ask plain language questions like What did we add this week, Which accounts are off target, or Why did forecast drop for Account A. Approve smart cards to send nudges, adjust targets, or open follow ups for owners. All actions are logged.

Timeline

8 months from discovery to org wide rollout with 30 to 45 days of hypercare

Timeline

Stakeholder alignment; data inventory and mapping; schema draft; key decisions and success metrics

Connector plan; security and access controls; baseline dashboards; legal and policy review

Ingestion and reconciliation pilot for two account managers; daily and weekly reports live

Forecasting engine live with goals and variance explanations; portfolio views

Conversation and action layer enabled for questions and smart approvals; training and change management

Expand pilot to broader teams; performance tuning; finalize SOPs and runbooks

Org wide rollout; month end cutover; team enablement and documentation

Hypercare, prompt and template tuning; enhancement backlog planning

Results

The founder no longer spends hours every day maintaining a spreadsheet. Account managers see portfolio performance and progress to goals without asking for updates. Finance reconciles month end in half the time. Forecast accuracy lands within 5 to 10 percent, and weekly reviews focus on actions instead of collecting numbers.

Security Governance

Role based permissions by view and by portfolio. Least privilege tokens for data ingestion. Source documents remain in client systems. The Hub stores structured records and audit history. All report outputs are timestamped and reproducible.

Security Governance

Want revenue clarity without living in a spreadsheet?

Want revenue clarity without living in a spreadsheet?

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