Answers from your own information
People ask a question and get an answer drawn from the product’s records, not a generic reply.
AI
AI for a job your team already does by hand.
We add it when it removes a repeated task, in a new product or one you already have. The feature has to help the person using it.
The problem
A chat box on the side is not a product feature.
Most teams add AI because it is expected, then nobody uses it.
- It sits outside the workflow, so people still do the real work the old way.
- The answers are generic, because they are not tied to your records.
- A person cannot tell what the product used, so they do not trust it.
- The first version tries to automate the whole job instead of one repeated step.
Where it helps
Useful when it shortens a job people already do.
Reports that used to be written by hand
Drafts, summaries, and notes prepared from the records the team already captured.
Finding the right record
Search and suggestions inside the screens people already use, so they are not hunting through lists.
A first draft, not the final decision
The product prepares a starting point. A person still reviews it before it goes to a customer.
The next step in a workflow
After a form, a visit, or an upload, the product suggests what should happen next.
Help inside a product you already have
The feature sits in the current product. It does not ask the team to open a separate chat tool.
How we place it
A small feature first, in the place the work already happens.
- 01
Name the repeated job
We start with the task people do over and over, who does it, and what a good result looks like.
- 02
See what the product already knows
AI is only useful if the answer can come from your records, your documents, or the steps already in the product.
- 03
Put it in the workflow
The first version is a small feature in the place the work already happens, with a person still able to check the result.
- 04
Watch what people actually use
After it is live, we see whether it saves time. If it does not, we change it or take it out.
What you can expect
The person using it stays in charge.
Tied to your information
Answers and drafts come from the records, documents, and steps in your product.
A person can review it
The first version prepares work. It does not send a customer-facing result on its own unless you decide that is right.
Easy to remove
If the feature does not save time, it should be changed or taken out without rebuilding the product.
A strong fit
This is worth a conversation if…
- A team repeats the same writing, search, or sorting every day.
- The information they need is already in the product or in documents you own.
- You want the help inside the product, not in a separate tool.
- You are willing to start with one workflow and expand after people use it.
Bring this
You do not need a technical brief.
- The task that takes the time.
- Who does it today.
- Where the information lives.
- What a good result looks like to that person.
On CARSI, an assistant answers from the learner’s own course information. That is the kind of placement we mean.
A workflow
Describe the task that keeps getting repeated.
We will say whether AI belongs there, and what a first version of that feature would include.