ROI your board can actually read
Everyone Knows the AI Is Saving Time. Nobody Can Prove How Much.
Custom dashboards showing cost saved, time recovered, and volume handled — delivered as monthly stakeholder reports your leadership can read without a data science background.
AI Analytics & ROI Reporting is a monthly retainer service offered by Crescent AI, an AI automation agency helping small and medium businesses automate repetitive workflows without hiring in-house AI engineers.
MONTHLY
Stakeholder reports on time saved, cost reduced, volume handled
CUSTOM
Dashboards built around your AI systems, not generic templates
BOARD-READY
Reports your leadership can read without a data science background
School uniform season and wedding alterations back-to-back — customers ringing all day asking if their order was ready. We had jobs written on paper and no way to track any of it. Crescent AI set up automated SMS updates at every stage — dropped off, in progress, ready to collect. Calls have nearly stopped, I'm taking on twice the jobs, and it's still just the two of us.
Owner, Tailoring Business · Adelaide, Australia
The Problem
AI is producing value. Nobody's measuring it.
The team knows the automation is saving hours. Finance wants a number. The board wants a case for the next investment. Without structured measurement, the value of AI in your business is felt but not proven — which makes every budget conversation harder and every renewal harder to justify.
AI saves time but there's no consistent method for capturing and reporting how much
Finance can't quantify the ROI of AI tools when renewals come up
Leadership can't make informed decisions about where to invest next without output data
Each system reports differently — no unified view of what AI is doing across the business
How it works
How the Retainer Runs
KPI Design
Month 1We work with you to define the right metrics for your specific AI use cases — not generic frameworks, but numbers that matter to your business.
Data Connection
Month 1Usage logs, output records, and cost data connected from your AI systems, via API where available or a lightweight monthly export.
First Dashboard Build
Month 1A custom dashboard tracking hours saved, cost per output, volume processed, error rate, and trend vs. prior periods.
Monthly Stakeholder Reports
OngoingA clean, readable report summarising AI performance across all systems, written for leadership, not engineers.
Cost-Benefit Analysis
OngoingWhat AI is costing versus what it's producing, tracked explicitly each month so net value is never a guess.
Investment Recommendations
OngoingEach monthly report includes a recommendation on where additional AI investment would have the highest return, based on performance data.
What's included
What the Retainer Covers
ROI Dashboard
Custom dashboard tracking the metrics that matter: hours saved, cost per output, volume processed, error rate, and trend vs. prior periods. Updated monthly.
Monthly Stakeholder Report
A clean, readable report summarising AI performance across all systems — written for leadership, not engineers. Numbers that support budget and investment conversations.
Cost-Benefit Analysis
Monthly breakdown of what AI is costing (compute, API, retainer) versus what it's producing (volume handled, manual hours avoided, error reduction). Net value tracked explicitly.
KPI Design
We work with you at the start to define the right metrics for your specific AI use cases. Not generic frameworks — KPIs built around what your business actually needs to know.
Investment Recommendation
Each monthly report includes a recommendation on where additional AI investment would have the highest return — based on performance data, not gut feel.
Coverage
Metrics We Track
Works with your stack
Fit check
This is built for you if…
This service delivers the most value when:
Operations leaders who know AI is delivering value but can't quantify it for finance or the board
Finance teams who need concrete ROI data for AI tool renewal decisions
Businesses with multiple AI systems running and no unified view of what they're producing
Leadership teams building a case for expanding AI investment and needing data to support it
Why Crescent AI
Why Choose Crescent AI for ROI Reporting
Where the risk sits
Month-to-month. The dashboards and reports we build are yours — in tools you control, not locked in our platform. Cancel and keep everything.
Start your retainer
Start with the Audit. Not a Sales Call.
30 minutes. We map the workflows eating your team's time, rank your top automations by ROI, and tell you honestly what's not worth touching yet. You get a written summary. No slide deck. No pitch.
Month-to-month. Dashboards built in tools you control. Keep everything if you cancel.