For Government Program Analysts ·
What you'll accomplish
By the end of this guide, you'll use a free AI tool (Claude or ChatGPT) to research complex policy and regulatory questions in 15–30 minutes instead of hours. You'll get plain-language explanations of dense federal regulations, OMB circulars, and agency guidance — then verify key points against primary sources before using them in official work.
What you'll need
Go to claude.ai or chatgpt.com and create a free account using your personal email. Do not use your official government email unless your agency has an enterprise agreement and approved use policy for that tool.
Important: If your agency hasn't addressed commercial AI tool policy, use your personal email to create an account, and treat the tool as a research aid — not an official system.
What you should see: A chat interface where you can type messages and receive responses.
Before typing, clarify what you actually need to know. Good policy research questions are specific:
Too broad: "Tell me about the Uniform Guidance."
Better: "Under 2 CFR Part 200 (Uniform Guidance), what are the allowability requirements for program management costs charged to a federal grant? Are program analyst salaries allowable as direct costs? What documentation is required?"
What to include in your question:
For long or complex documents like OMB circulars or regulatory preambles, paste the specific section you need explained. Ask the AI to interpret it in plain language.
Example prompt format:
I'm a federal program analyst trying to understand this section of 2 CFR Part 200. Please explain what this means in plain language, specifically: (1) what actions are required of the federal awarding agency, (2) what actions are required of the grantee, and (3) what the consequences of non-compliance are.
Here is the regulatory text:
[paste the text]
What you should see: A clear, structured explanation that unpacks the regulatory language into plain English obligations.
After getting the general explanation, ask how it applies to your specific situation:
The AI can reason through how general rules apply to specific scenarios — but flag any answer as "needs verification" before using it officially.
Before using any AI-generated interpretation in a memo, policy document, or guidance to grantees:
Critical: AI tools can misread regulatory text, miss recent amendments, or apply general rules incorrectly to your agency's specific situation. Your professional judgment — and your agency's official guidance — always governs.
Once you've verified the answer, use AI to help you communicate it:
Understanding OMB circulars:
Explain OMB Circular A-123 in plain language for a program analyst who manages federal grants. What are the key requirements? What does this mean for my day-to-day work monitoring grant recipients? What are the most common compliance failures?
Single Audit requirements:
One of our grantees is a nonprofit that received $850,000 in federal funds last year across all federal sources. Are they required to have a Single Audit under 2 CFR Part 200 Subpart F? Walk through the threshold, who performs the audit, what it covers, and what we as the federal awarding agency are required to do with the results.
Performance reporting requirements:
Under our program's authorizing statute and 2 CFR 200.301, what are the standard performance reporting requirements for grantees? I'm developing a reporting template and want to make sure we're covering all required elements. What are the mandatory elements vs. discretionary ones?