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August 20, 2025
Case Study: A Park Ranger Built a GPT That Writes Federal SOWs (In an Hour)
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August 17, 2025
Ban “Do Nothing”: The 10-Experiment Rule for AI Adoption
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August 15, 2025
How I Use AI to Stress-Test Tough Talks (HR Loved the Result)
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July 28, 2025
Turning Unique IP Into Scalable AI Products: A Real Case Study
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July 25, 2025
Case Study: How AI Cut Hiring Time by 60% in a Healthcare Company
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July 21, 2025
How AI Helped an SMB Healthcare Firm Accelerate Hiring by 50%, Boosting Revenue & Profits
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July 15, 2025
The 2-Month AI Transformation: How Private Equity Firms Drive Immediate EBITDA Impact (Amrit Saxena)
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July 14, 2025
How AI Helped an Eyewear Brand Reduce Rx Verification Time by 95%, Cutting Costs & Growing Revenue
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July 10, 2025
The Future of Work Isn't Human vs. AI - It's Human + AI
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July 8, 2025
How an Equipment Rental Company Cut Customer Service Time by 50% Using AI Agents | Case Study
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July 7, 2025
How SMBs Can Free Up 35% of Owner Time Using AI Agents
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July 3, 2025
How a Private Equity Firm Avoided a $2M AI Mistake: The Due Diligence Playbook That Actually Works (Melania Calinescu)
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Frequently Asked Questions

What is Just Curious?

Just Curious helps private equity firms, middle-market, and enterprise teams pressure-test AI initiatives before committing to a partner, budget, or roadmap.

We surface multiple independent perspectives from experienced AI builders so you can see real options, tradeoffs, and risks—early.

What problem does this solve?

Most AI projects fail before the work starts, because teams are forced to choose a path with limited visibility into real alternatives.

Just Curious exists to give teams decision clarity before momentum locks them in.

How is this different from hiring a consultant or running an RFP?

Traditional processes push you toward a single recommended solution.

Just Curious shows you multiple credible ways forward, independently sourced, without selling implementation or steering you toward a preferred vendor.

No slideware.

No sales pressure. No lock-in.

What is a Mini-RFP?

A Mini-RFP is a short, structured brief describing a business problem, diligence question, or AI opportunity.

We anonymize it and share it with relevant AI practitioners, who respond with:

Distinct approaches
Tradeoffs and risks
High-level timelines and budget ranges

You keep full control over what happens next.

Do I have to hire anyone?

No.

Many teams use Just Curious only to pressure-test ideas, validate internal plans, or reset projects already underway.

Engaging a partner is optional, and always your choice.

Will vendors contact me?

No.

Your brief is anonymized, and no one contacts you unless you choose to engage.

This is designed to reduce noise, not create it.

What happens if an approach resonates?

If one or more approaches stand out, we can facilitate direct conversations with the teams behind them.

You’re free to explore further, or walk away with better context than you started with.

Is this really free?

Yes.

Submitting a Mini-RFP and receiving perspectives is free for operators and investors.

If you later engage a partner, commercial terms are discussed directly with them.

Who is this best suited for?

Private equity funds evaluating AI for diligence or value creation.

Portfolio company leadership teams under pressure to “do something with AI.”

Midde-market and enterprise operators who want clarity before committing budget or political capital.

If the decision feels expensive, visible, or hard to unwind, this is for you.

What Just Curious does not do

We don’t sell software.

We don’t push preferred partners.

We don’t run implementation projects.

We don’t optimize for deal volume.

Our only job is decision quality.

Just Curious AI – Ask Us Anything