Regulations and institutional policies are rarely self-executing—their applicability depends on context including who is involved, how funds or data are used, where activities occur, and how responsibilities are distributed. Research administrators often need to determine not just what a policy says, but how it applies to specific situations. Purple helps you analyze policy applicability, surface nuance, and test interpretations against realistic scenarios. Rather than treating policy as static text, Purple helps you reason through how policy operates in practice—supporting confident, transparent, and defensible decision-making. 

Note: Select the Pure Purple agent to access these functions. 

Purple uses large language models, a probability‑driven and non‑deterministic technology. This means results can vary and should not be assumed to be complete or error‑free. Purple is designed to assist with thinking through policy applicability and interpretation, not to provide definitive answers or substitute for expert review. Final decisions should always be informed by official regulations, institutional policy, and consultation with appropriate specialists.

Try It Yourself 

Step 1: Define the situation and provide governing materials 

Attach relevant policies, regulations, or guidance documents, then describe the situation you're analyzing: 

"I've attached federal sponsor regulations, agency FAQs, and our institutional policy. We're considering a research project that involves external collaborators, partial cost sharing, and data collected off-campus. I need to understand which requirements apply and where interpretation is required." 

Purple will provide an applicability analysis that: 

• Distinguishes mandatory versus situational requirements 
• Explains why certain rules apply or do not apply 
• Highlights dependencies (e.g., funding source, role of collaborators) 
• Flags areas where institutional policy is more restrictive than regulation 

Purple will also suggest next steps such as: 

• Test how changes to the scenario affect applicability 
• Examine common misinterpretations 
• Explore operational and compliance risk 
• Translate findings into internal guidance 

Step 2: Clarify interpretation and institutional posture 

Ask Purple to dig deeper into areas requiring judgment: 

"Can you explain where interpretation matters most and how institutions typically approach these gray areas?" 

Purple will outline: 

• Where regulations allow discretion versus requiring strict adherence 
• How institutional risk tolerance influences interpretation 
• Which assumptions are most often challenged in audits or reviews 
• How internal policy choices can narrow or expand obligations 

Purple can also help you stress-test interpretations using hypothetical changes, identify trigger points that would alter compliance obligations, or compare conservative versus flexible approaches. 

Step 3: Conduct "what-if" analysis 

Introduce changes to the situation to see how requirements shift: 

"What if the external collaborator is international, and data is shared prior to publication?" 

Purple will walk through: 

• Newly applicable or heightened requirements 
• Requirements that remain unchanged 
• New review, approval, or documentation expectations 
• Areas where institutional policy may not fully address the situation 

Purple clearly distinguishes what changes, why it changes, and what actions would likely be required. You can also ask Purple to compare scenarios side-by-side, identify minimum compliance steps versus best practices, or draft guidance for specific variations. 

Step 4: Test edge cases and downstream impacts 

Continue probing real-world complexity: 

"What if the project scope expands mid-award, or responsibilities shift between partners?" 

Purple will examine: 

• Trigger events that create new obligations 
• Retroactive documentation or reporting risks 
• Where institutions often underestimate compliance impact 
• Practical indicators for when re-review is necessary 

Purple can then help you create a decision tree for ongoing compliance review, draft internal escalation guidance, document defensible interpretation rationale, or prepare training materials using these scenarios.