An unverifiable answer is worthless
If a user can’t check where an answer came from, they’ll either trust it when they shouldn’t or abandon the tool. Citation isn’t a feature; it’s the price of admission.
About
Finding the signal in the pile
btools.ai is the forward deployed engineering and product brand of AI Business Tools, LLC, the public-facing arm of Additional Intelligence, LLC. We go into businesses, learn how they actually run, and build the AI software and operating procedures that make the most important parts of them work better.
The idea
Why an aperture
The mark is a camera iris: thin blades closing around a point of light. It isn’t a letter and it isn’t a robot. It’s a picture of what the software does — take an overwhelming amount of material and bring the part that matters into focus.
That’s the whole thesis of the company. Most organizations don’t have an information shortage. They have a focus problem, and the information they need is already sitting in a folder nobody has time to open.
The approach
In the Room, Then in the Code
Every engagement starts in person. We audit what the business needs, how it operates and where it wants to go, with the people who do the work — before anyone writes a line of software.
Then we design the answer as a whole: custom software where software helps, and changes to procedures and operations where that’s the real fix. That is forward deployed engineering, and it’s how we have always worked.
We build and run our own products too, so when we tell you something will be harder than it looks, it’s usually because we already found out the hard way.
What we believe
Three opinions we hold firmly
Most AI projects fail on plumbing
The model is rarely the hard part. Access, permissions, data quality, deployment and change management are where things actually die — so that’s where we spend the effort.
Shipping beats demonstrating
A modest system in daily use is worth more than an impressive prototype nobody adopted. We optimize for the version that survives contact with real users.
btools.ai and BidBrief are operated by AI Business Tools, LLC. Additional Intelligence, LLC is its parent company.
Work with us
Whether that means using BidBrief or bringing us on site for something of your own, the first step is the same.