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February 17, 2026
How AI Caught What Bonuses, Training, and Pay Raises Couldn't Fix
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February 10, 2026
How Sunrun Found $80M in Hidden Costs by Finally Understanding Its Data
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January 12, 2026
Stop Buying AI Slop: How Mid-Market Companies Actually Get ROI from AI
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January 5, 2026
How Smart AI Guardrails Unlock Faster Growth (Without Killing Innovation)
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November 24, 2025
How AI Cut a 3-Hour Workflow to 10 Minutes for a Home Restoration Company
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November 19, 2025
How Marble’s AI Clones Uncovered 40% Redundant Work. And Saved 250+ Hours/Month
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November 10, 2025
How Tau9 Labs Helped a Manufacturer Cut Quoting Time from Hours to Seconds — and Double Win Rates
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November 3, 2025
From Playtime to Production: How Every Builds AI That Teams Actually Use
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October 27, 2025
From POC to 7-Figure ARR in 6 Months: Bonsai Labs’ AI Playbook for PE-Backed Companies
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October 23, 2025
How BlueLabel’s 6-Step SPRINT Framework Turns AI Pilots Into Profitable Workflows
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How to Turn AI Experiments into Enterprise Systems—Lessons from 300+ Deployments
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October 14, 2025
How AI Gave a Private Credit Firm 50% More Deal Capacity — Without Hiring
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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