Use-case intelligence for large organizations

Bring Your Use-Cases to Life

Everything your teams learned is documented somewhere, and no one goes near it. We put your use cases on camera, index every answer, and make them discoverable, inspirational, and engaging.

If nobody has covered your question, you can submit it to get an answer.

95%

Share of enterprise AI pilots that produced no measurable P&L impact, per MIT's 2025 study of 300 deployments. The cause they identified was not the technology. It was that organizations never learned from what they had already tried.

The problem

The knowledge is already there. Nobody goes near it.

Capture was never the problem. Your teams document everything. The problem is that nothing about a 40-slide deck in a shared drive makes anyone want to open it, so the same lessons get relearned at full price.

Written for a committee

The deck answers what the governance review asked. It does not answer what the next team needs to know, and it reads like homework.

Filled in, never read

Every field populated by someone who was told to populate it. Status, owner, budget, RAG rating. Complete, current, and opened by almost no one after week one.

The real version is verbal

What actually happened lives with three people who have moved on to other accounts. Getting it out of them costs a favor and a week, so nobody bothers.

How it works

We make your use cases discoverable, inspirational, and engaging.

This is the part no software vendor will do for you. It is also the only part that matters, because a library nobody watches is just one more dashboard.

01
Worth engaging with

We interview the people who did the work

A standard set of questions per use case: the problem, what got built, what it cost, what broke, what they would do differently. Forty-five minutes, no preparation, remote. On camera, so the version you get is the real one.

02
Discoverable

Every answer becomes its own clip, indexed

One question, one clip, around ninety seconds. Costs, timelines, and outcomes are pulled out and shown beside the video, so the numbers read in ten seconds whether or not anyone presses play.

03
Engaging

People ask, and a colleague answers

Ask in plain language and get the clip that answers it, even when the wording is nothing alike. If nobody has covered it, the question goes to the use-case owner, who records a short reply that joins the library.

The room

One room per use case. Built to be asked, not browsed.

Every question answered on camera is listed as text, so a room with sixty clips is still readable in a single screen.

Rooms / Industrial Machinery / Automated visual inspection
Sample clip
What went wrong in month three
LessonsCostOwner: P. Raghavan
Key data from this clip
FAILURE POINT
Accuracy collapsed on the night shift under different lighting
TIME LOST
Seven weeks
FIX
Fixed LED array, retrained on night-shift images
ADDED COST
$41,000
01 What problem we were solving
06 What it cost, fully loaded
02 Why we built rather than bought
07 What went wrong in month three NOW PLAYING
03 The stack we ended up with
08 What I would do differently
04 Who had to be involved
09 Whether it scaled to other lines
Open the live demo library
Inside and outside

The same library your teams learn from is the one your sellers have been asking for.

Start internal, where nothing is public and the only thing at stake is whether people use it. Approve what you want seen, and the rooms go to work in front of clients.

Inside your company

Stop paying twice for the same lesson

Teams find what other teams already know, including the parts that did not work, before they spend a quarter finding out for themselves.

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Duplicate projects get caught before they are funded
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New hires learn from the people who built the thing
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Every room names an owner, so answers end in a conversation
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Nothing leaves the company until you say so
In front of clients

Proof your sellers can pull up mid-call

An account lead gets asked whether you have done this before. Instead of promising to follow up, they search and play the engineer who did it.

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Clip-level approvals, so one sensitive answer does not block nine good ones
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Client testimonials sit beside the delivery team who earned them
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Approved rooms publish as tagged content the AI tools your buyers use can cite
Live in a client meeting
"Have you deployed this in a plant our size?"
Rolling it out across four lines
Anand Menon, Reliability Lead / 1:26

Pick one use case. We'll create the room.

We record it, build it, and show you what your own people say when someone finally asks them. If it is not worth watching, you will know inside three weeks.

One reply from a person, not a sequence.