Your company already knows this.
The answer exists already: in a 2021 Slack thread, an abandoned ticket and a doc nobody opens. Agentic Brain reads all of it and keeps one living memory graph of what your organisation actually knows right now.
Every business runs on the same 198 capabilities. This one has written something down for 41 of them. The pale squares are the rest.
A product by Sorvanis.
THE DECAY PROBLEM
Knowledge is written once and re-derived forever.
Facts don't get deleted. They get stale, contradicted and orphaned when people change teams. An organisational memory is only useful if it tracks that decay as data.
- 9.3 hrs
- per employee, per week, spent searching for and gathering information
- 83%
- of workers recreate documents that already exist, because they can't find them
- 101
- applications in use at the average company, and the answer is in one of them
And the tax compounds: workers switch applications roughly 1,200 times a day, losing about 9% of the working year simply reorienting afterwards.
An answer, and where it came from.
Ask in plain language and get a synthesised fact, the capability it belongs to, and a link to every record behind it. Answers come from your vault, not from the open web.
The warning at the bottom is the part that matters. An answer that is confidently out of date is worse than no answer, and it is the one thing a search box bolted onto your file store can never catch.
Qwhat did we agree with Acme on payment terms?
Net 45, with a 2% early-settlement discount, agreed in the 14 March contract review.
- ◆5.2.4Negotiate Terms14 Mar
- ◆11.1.2Review Terms16 Mar
Superseded by a 2 June amendment. The discount was withdrawn. Open the newer fact?
One subscription instead of the shelf you have been buying.
Your systems of record stay exactly where they are. What goes is everything you bolted on top of them to find things: the search layer, the wiki, the Q&A tool, the per-seat assistant add-on. Slack stays. Slack AI does not.
26 tools above. One flat fee below. Product names are the property of their respective owners and are listed for comparison only.
Rewind the answer, not just the document.
Every tool that indexes your files can tell you what a contract says today. Drag the scrubber and ask the same question at four points in the year. Four different answers, each one correct on its date.
This is why facts carry validity windows instead of overwriting each other. It is also how the graph knows an answer has expired rather than quietly serving it to you.
Q what are Acme’s payment terms?
Net 45, no discount, and the renewal notice period moved to 60 days.
The Gap Report.
A standing diff of your memory graph: which facts contradict, which have expired, and which decisions were never written down at all.
DOCUMENTED COVERAGE
41 / 198
157 capabilities where this organisation does client-facing work and has written nothing down.
CONTRADICTED
12
STALE NODES
8
LIVE NODES
18
- CONTRADICT
Enterprise discount ceiling: 15% vs 25%
5.2.4 Negotiate Terms · drive/sales-playbook · slack/#deal-desk · 2 sources disagree
- STALE
Refund policy · annual contracts, EMEA
6.2.5 Manage Subscriptions/Refunds · confluence/POL-118 · last updated 412 days ago
- LIVE
Renewal notice period · 60 days
6.2.3 Process Renewals · drive/MSA-template · confirmed 4 days ago
What it sounds like when the answer was already there.
“We re-litigated the same refund policy three times in one quarter. It turned out we'd decided it eighteen months earlier, in a thread nobody could surface. That's the part that stung. We weren't missing the information, we were missing any way back to it.”
Priya Raghunathan
VP Revenue Operations · Calderwyn Group
“Two of our regions were quoting different discount ceilings to the same account. It got flagged as a contradiction before the customer noticed the gap. Honestly, it paid for itself that week.”
Daniel Osei
Director of Commercial Strategy · Kesterline Logistics
“Onboarding used to mean interrupting whoever had been here longest. New starters get the answer now, plus the date it was last confirmed, which mattered more than I expected. A good half of what we'd written down had quietly gone out of date.”
Marta Ilves
Head of Operations · Anselm Health
Query what your org already knows.
The graph and Gap Report above run on an illustrative tenant. Access is scoped per organisation.
