BSC Designer

@BSC Designer list all indicators in our Q1 strategy scorecard that have values, then show me which ones are off-target this month.

The Q1 strategy scorecard contains 18 indicators with recorded values. Of those, 5 are currently off-target as of this month: Customer Retention Rate (actual: 82%, target: 90%), Average Response Time (actual: 4.2 hours, target: 2 hours), Employee Training Hours (actual: 6 hours, target: 12 hours), Net Promoter Score (actual: 42, target: 55), and Cost per Acquisition (actual: $340, target: $250). The remaining 13 indicators are meeting or exceeding their targets.

This example combines list-and-filter logic with the MCP's value-retrieval tools. The response reflects how BSC Designer returns indicator metadata alongside current vs. target comparisons. Requires read access to the specified scorecard; the MCP cannot infer which scorecard you mean without an ID or alias from a prior list-documents call.

@BSC Designer recalculate the balanced weights for all indicators in our annual scorecard and show me what changed.

Balanced weights recalculated for 22 indicators across 4 perspectives. Changes: 'Revenue Growth' weight adjusted from 15% to 18%, 'Customer Satisfaction' from 12% to 14%, 'Process Efficiency' from 10% to 8%, 'Employee Engagement' from 8% to 6%. Thirteen other indicators saw minor shifts under 2 percentage points. All new weights now sum to 100% within each perspective, and the scorecard's overall balance constraint is satisfied.

This write operation permanently updates indicator weights in BSC Designer's database. Only use on scorecards you own or have explicit permission to modify—there is no undo. The MCP returns every old→new weight pair, making it easy to audit the rebalancing logic, but you must confirm the changes align with your strategic priorities before running this tool.

@BSC Designer pull monthly values for 'Customer Churn Rate' over the last six months, then draft a brief trend summary highlighting any concerning patterns.

Monthly Customer Churn Rate values (last six months): January 3.2%, February 3.5%, March 4.1%, April 4.8%, May 5.3%, June 5.7%. The indicator shows a steady upward trend, increasing 78% from January to June. This acceleration is concerning: churn crossed the 5% warning threshold in May and continues rising. If the pattern holds, Q3 could see churn above 6%, materially impacting revenue retention. Recommend investigating the April-May inflection point for operational or market changes that may have triggered the spike.

This synthesis example pairs the MCP's grouped-values tool with AI reasoning to surface insights from raw time-series data. The MCP returns numeric values and dates; the AI interprets trends and flags risks. Useful for executive summaries or board prep, but verify the date range and grouping interval match your reporting calendar—BSC Designer's grouping logic respects the scorecard's configured update intervals.

When BSC Designer beats spreadsheets for goal tracking

A 6-person leadership team runs quarterly check-ins on company OKRs. They've been copy-pasting Excel tabs into Slack, but no one trusts the numbers because baselines drift and someone always forgets to update their metric. BSC Designer wins here if you already model goals as scorecards with indicators—List Scorecard Items pulls every metric in one call, Get Indicator Value returns baseline-target-actual with effective dates baked in, and Download Excel Report gives the CFO her pivot table without manual export. The trade-off: this MCP assumes you've committed to scorecard methodology. If your team just wants a lightweight tracker, the 10-tool surface and API-key setup are overkill. Buy this integration when your goals live in BSC Designer and you need Switchy to surface progress without opening another tab.

Automate board-deck KPI pulls with grouped values

A 3-person ops team preps the monthly board deck, and half the work is pulling KPIs from BSC Designer, grouping them by month, and pasting charts into slides. Get Grouped Indicator Values solves this—it returns one indicator's history bucketed by day, week, month, quarter, or year over any date range, so you can script the entire deck refresh in Switchy. The threshold: this works when your board cares about 5-15 indicators that already exist as scorecard items. If you're tracking 50+ ad-hoc metrics or your board wants custom cohort cuts, the MCP's grouping is too rigid and you'll end up exporting raw data anyway. Use this when your KPIs are stable, your scorecard is the source of truth, and you want to kill the monthly copy-paste ritual.

Recalculate scorecard weights when priorities shift

A 12-person product org runs a mid-year strategy review and decides to reweight their balanced scorecard—customer metrics go from 25% to 40%, internal process drops to 15%. Balance Scorecard Weights recalculates every indicator's weight in one mutation and returns the old-new diff, so the VP can see exactly what changed before committing. The catch: this tool is a documented mutation, meaning it writes back to BSC Designer, and the docs warn it's owner-approved only. If your team is still iterating on the scorecard structure or multiple people are editing weights, this MCP can overwrite work. Use it when the scorecard is stable, one person owns the rebalance, and you need Switchy to script the math instead of clicking through the BSC Designer UI.