Source-linked answers
Every response points back to the document or record it came from, so the answer can be checked rather than trusted blindly.
Nucleus AI • AI AssistantsAnswers from your own records,
Answers from your own records,
In Seconds
Assistants designed around your approved sources, access rules, and review process, so people find answers and finish routine knowledge work faster.
Private by designBuilt around your toolsOne problem at a time
Sourcedevery answer cites its origin
Scopedpermission-aware by design
Revieweda person on the decisions
What we build
Questions that shouldn't require a phone call.
Where is that contract? What did we quote them last time? Who is the contact at that supplier? The answer exists somewhere. In an inbox, a folder, or someone's memory. Finding it takes longer than it should.
Access design
The assistant respects who is allowed to see what, using the same boundaries your business already enforces.
Human review points
Routine retrieval runs on its own; anything consequential is routed to a person before it leaves the building.
Grounded in approved sources
We ground responses in your own documents and records, not in whatever a general model happens to have absorbed.
Institutional, not personal knowledge
What one long-serving employee knows becomes something the business holds, survives staff changes, and can hand on.
Built into the work
The assistant appears where the question is actually asked, rather than as one more system to remember to open.
Where the time actually goes
Where is that contract? What did we quote them last time? Who is the contact at that supplier? The answer exists. It is in an inbox, a folder, or somebody's memory, and finding it takes longer than answering it would.
Individually these are small interruptions. Together they are a standing tax on the people who know the most, because they are the ones everybody asks.
An assistant grounded in your own records
Responses are grounded in your approved documents and records rather than in whatever a general model absorbed during training, and every answer points back to the source it came from, so it can be checked instead of taken on trust.
What one long-serving employee knows becomes something the business holds. It survives a resignation, and it can be handed on.
How the work moves
Clarity before complexity.
Find
Identify the questions that cost the most time, and the sources that genuinely hold the answers.
Build
Prove the experience on sample data and controlled exports before requesting deeper access.
Embed
Train the team on what it is good for, where judgment is still required, and how to check an answer.
Operational contextIllustrative scene
“Your team stops losing time to questions that shouldn't require a phone call.”
Questions
Questions about AI assistants
Is this a general chatbot pointed at our files?
No. Answers are grounded in your own approved sources rather than in a model's general training, and the assistant is built around the questions that actually cost your team time.
How do we check that an answer is right?
Every response cites the document or record it came from. Checking an answer means opening the source, not taking the assistant's word for it.
Can it show someone information they are not allowed to see?
It is permission-aware by design and uses the same boundaries your business already enforces, so the assistant does not become a way around access rules that exist for a reason.
What stops it making a decision it should not?
Routine retrieval runs on its own. Anything consequential is routed to a person for review before it leaves the building, and where judgement is required the assistant hands over rather than proceeding.
What happens when the person who knows everything leaves?
That is much of the point. Knowledge that currently lives in one person's memory becomes institutional, so a resignation stops being the moment a capability disappears.
Tell us the question your team keeps asking.
A short discovery call, a working brief the same day, and a fixed price before anything starts. The first conversation is free.
Request a discovery call