The problem I kept running into (consulting + internal ops work) was this:
The analysis itself takes minutes.
Turning a CSV export into something clean enough to send to a client or stakeholder takes much longer.
So I built something opinionated and narrow:
• Upload a CSV
• Automatically generate:
• 2 charts (trend + breakdown when possible)
• Top driver cards
• A written executive-style summary grounded in the numbers
• A shareable link
• PDF export
• No account required
• Pay per dashboard ($16)
It uses deterministic profiling of the data (column detection, numeric parsing, trend logic, concentration analysis) and then feeds structured facts into an LLM to generate narrative insights.
It’s intentionally not trying to be a BI platform — more like a “sendable update generator” from raw exports.
Would really appreciate feedback on:
• Whether $16 feels reasonable
• If the output feels genuinely useful or just “AI fluff”
• Where this breaks down for you
Hi HN,
I built a small tool called Introspect.
The problem I kept running into (consulting + internal ops work) was this:
The analysis itself takes minutes. Turning a CSV export into something clean enough to send to a client or stakeholder takes much longer.
So I built something opinionated and narrow: • Upload a CSV • Automatically generate: • 2 charts (trend + breakdown when possible) • Top driver cards • A written executive-style summary grounded in the numbers • A shareable link • PDF export • No account required • Pay per dashboard ($16)
It uses deterministic profiling of the data (column detection, numeric parsing, trend logic, concentration analysis) and then feeds structured facts into an LLM to generate narrative insights.
It’s intentionally not trying to be a BI platform — more like a “sendable update generator” from raw exports.
Would really appreciate feedback on: • Whether $16 feels reasonable • If the output feels genuinely useful or just “AI fluff” • Where this breaks down for you
Link: https://introspectdigital.com
Happy to answer technical questions and thank you.