grant funder reporting

The problem

NGOs and non-profits risk losing future funding or facing claw-backs when financial reports don't align with donor restrictions. Manual reconciliation between grant timelines, spending categories, and impact metrics is slow and prone to compliance errors.

What it does

• Performs mandatory compliance checks to flag out-of-period or out-of-scope spending on restricted funds.
• Calculates budget vs. actuals per grant, including burn rates and indirect cost cap monitoring.
• Bridges the gap between quantitative data and qualitative narratives to justify expenditures.
• Generates donor-ready reports that integrate financial tables with impact storytelling.
• Identifies unallocated expenses and potential repayment risks before submission.

Why this beats prompting it yourself

Generic prompts often miss the strict logic of restricted fund accounting, such as "claw-back" risks for expenses dated even one day outside a grant window. This skill enforces a "compliance-first" workflow, ensuring financial integrity is verified before a single word of the narrative is written.

Use cases

• Preparing quarterly or annual donor reports for multiple institutional funders.
• Auditing restricted fund usage to ensure period and category compliance.
• Linking program expenses to specific impact KPIs and success stories.
• Monitoring budget consumption to identify under-spending risks early.

Known limitations

Requires accurate grant start/end dates to detect violations. Cannot guess the correct allocation for ambiguous or unlabelled expenses and will flag them for manual review instead.