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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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How SMBs Can Free Up 35% of Owner Time Using AI Agents
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How a Private Equity Firm Avoided a $2M AI Mistake: The Due Diligence Playbook That Actually Works (Melania Calinescu)
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Beyond Time Saved: How to Calculate AI ROI That Actually Matters (Nicole Castillo)
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The 80/20 AI Rule: Why "Good Enough" Solutions Beat Custom Every Time (Nicole Castillo)
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Identifying Effective AI Use Cases: Advice from News Corp’s Nicole Castillo
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How to Build AI Strategy Without Herding Cats
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How UserTesting Drove AI Adoption: A Four-Part Deep Dive
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In the Age of AI, Clarity Is Your Real Power
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Frequently Asked Questions

What is Pluris?

Pluris 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 is Just Curious?

Just Curious is our interview series featuring leading applied AI and data operators.

It began as the original name of the platform and evolved into our podcast and YouTube series.

Pluris is the decision-support company behind it.

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.

Pluris 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.

Pluris 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 Pluris 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 Pluris 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