Build a recruitment assistant agent
Build a Copilot Studio agent that ranks candidates against a job's actual requirements to speed up the first screening pass.
Research and evaluate competing solutions against your actual requirements before committing to a purchase.
A purchase decision backed by a real requirements comparison instead of whichever vendor made the best sales pitch.
The apps run in this order. At the AI step, pick whichever of these you have — they're alternatives, not a sequence.
Copilot works differently from the others: with a paid Microsoft 365 Copilot license it's built right into the app above, no copy-pasting needed. Without a license, use it the same way as ChatGPT or Claude — in its own chat window.
Split the list into two explicit sections, Must-Have and Nice-to-Have, and write each requirement specifically enough to score ("supports SSO via SAML," not "good security").
Finishing and saving this document before opening a single vendor's website is what keeps the comparison honest instead of quietly bending to whichever vendor you already lean toward.
Feed it your requirements list and the vendor documentation/proposals you've collected, and have it score each option.
Prompt idea:
Compare these three vendor proposals against our requirements list. Score each vendor on each requirement (Meets / Partially Meets / Doesn't Meet), and flag any requirement none of them fully satisfy.
A gap across all vendors is worth surfacing to the requirements owner — maybe the requirement needs to flex, or maybe it's a genuine dealbreaker worth negotiating.
Not every requirement matters equally — apply weights to the must-haves before the comparison produces a final recommendation.
A vendor comparison matrix scoring each option against your stated requirements, with a recommendation.
Steps 3-4 are Excel weighting and gap-review — plain spreadsheet work. Step 2 is where AI matters: reading unstructured vendor documentation against your requirements is a comprehension task, not a lookup, and doing it across several full proposals at once is exactly where a larger context window helps.
Non-AI alternative: Once scores exist, a simple weighted-average formula in Excel handles the final ranking in step 4 without more AI.
Build a Copilot Studio agent that ranks candidates against a job's actual requirements to speed up the first screening pass.
Have Copilot Cowork compare an approved quarterly budget to actual spend and generate the variance commentary.
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