The Fresche Analytics MCP Savings Calculator
See how much time and money you could save on one-off reporting requests, manual dashboards, and impromptu data questions.
Questions answered
0 of 6
Your Team & Workload
01
Where are your BI and data resources located?
Regional salary benchmarks applied automatically
BI team salary
-
·
Leadership salary
-
02
How many BI / IT staff handle reporting requests?
03
Hours per week on ad hoc requests, per person?
Benchmark: 60–80% of the week on one-off requests
Hrs / week
16
140
Leadership Impact
04
How many senior leaders request ad hoc reports?
VPs, Directors, C-Suite, Department Heads
05
Ad hoc requests per leader, per week
Requests / week
2
115
06
How long does it typically take to deliver an ad hoc report?
This is the window where leadership is blocked from acting on data
Current Tools
Optional — unlocks tailored insights below
07
Which tools does your team currently use?
Select all that apply. Relevant insights will appear below the calculator.
Microsoft Stack
Azure Synapse
Power BI Premium
Dynamics 365
Third-Party BI
Tableau
Qlik
Snowflake
AI Assistants
ChatGPT / OpenAI
Claude / Anthropic
ERP / Legacy
IBM i / AS400
Live Estimate
Updates as you answer
Your savings estimate appears here
Answer the questions on the left to see how much your organization currently spends on ad hoc reporting
Begin with Question 1
Estimated Annual BI Labor Savings with MCP + Fabric
$0
Based on BI team size, location, and reporting hours
Savings Breakdown
BI Team Labor Freed
$0
60% to 80% ad hoc reduction
Leadership Time Reclaimed
0 hrs
Ad hoc request time eliminated
Hours Reclaimed / Year
0 hrs
Across BI team and leadership
FTE Equivalent Freed
0.0
Full-time capacity unlocked
Hours Reclaimed by Category
Hours
Reclaimed
Reclaimed
0
BI Team Hours
0 hrs
Leadership Request Time
0 hrs
3-Year BI Labor Savings Projection
Delayed Decision-Making Impact
Dollar savings reflect estimated BI team labor freed at a 60 to 80% reduction in ad hoc reporting burden, based on regional salary benchmarks. Leadership time reclaimed reflects an 80% reduction in request-handling time and is shown in hours only. Delivery wait time is shown as narrative context only and does not factor into the hours calculation. Actual results will vary based on data readiness and engagement scope.
Based on your tool selection
Tailored Insights
Opportunities specific to the tools your team currently uses. Select tools in Question 7 to populate this section.
.png "Designer (3)")
Schedule a Live Demo
Let's turn your estimate into a plan.
Your estimate shows the real cost of ad hoc reporting in your organization. A Fresche expert can walk you through exactly how Microsoft Fabric and MCP eliminate that burden and what implementation looks like for your specific environment.