Decision intelligence for the AI-operating company
What people ask says more than what they say.
Ceggesta turns the questions your organization asks AI into business intelligence — every request attributed to teams, projects, and purpose, then briefed at every level of the company.
PII redacted before storage · 30-day content clock · self-hosted option
Engineering’s retry rate doubled after last week’s model switch — est. $4.2K/wk in re-asked prompts.
Illustrative — explore the real product in the live demo.
Your company runs on AI. The invoice is the only system reading it.
01 — The intent stream
Transactions tell you what happened. Prompts tell you what your people are trying to do.
Companies read two kinds of business data. AI just created a third.
What happened
ERP, CRM, invoices. The past, after the fact.
What people clicked
Product analytics. Tells you what, never why.
What people ask AI
The intent stream: what your organization is actually trying to do, in its own words, in the moment.
Nobody polishes a prompt.
Surveys and status decks are performed — people polish them. The question typed into an AI is the most honest signal your company produces. Today it evaporates on contact.
02 — What that unlocks
The work graph, not the org chart.
See what’s moving, what’s stuck, and what’s being built twice — before the status report says so.
Demand radar
The projects, tools, and topics teams are working on surface as they repeat — often before the status report does.
Where you’re stuck
The same question asked over and over is a training gap. The same request typed again and again is work ready to automate.
Real attribution
Usage and cost tied to actual people, teams, and projects. The invoice finally has names on it.
Leading indicators
Signals you can act on this week, not read about next quarter.
03 — How it works
One base-URL swap. Under five milliseconds. No SDK changes.
01
Point your traffic at Ceggesta
Your applications keep their SDKs, your API keys, your model choices. Responses stream back untouched.
- base_url = "https://api.provider.com"
+ base_url = "https://api.ceggesta.com"02
Every request becomes a business object
Attribution across five layers (account, owner, request, rules, source), plus purpose, topic, and tool activity — enriched off the hot path, never in your users’ way.
03
Every altitude gets its briefing
An IC sees a coaching loop. A team lead sees velocity. A CFO sees true AI exposure. One capture, many decisions.
Optional browser coverage extends the same intelligence to claude.ai, ChatGPT, Gemini, and Perplexity via a managed extension.
Read the full integration page →04 — Built for security review
In our verticals, trust review is where tools go to die. We built for it first.
Redaction before storage
Personal data is scrubbed before anything is written. Raw prompts are never persisted.
A 30-day clock
Stored prompt context self-erases in 30 days; event records in 90.
Your org, your switch
Prompt storage has a per-organization opt-out.
Closed-set attribution
The system can only name people from your own roster. It cannot invent a user.
Grounded numbers
Every figure in a briefing is re-verified against the underlying query before it renders.
Self-hosted option
Keep model calls inside your boundary with in-cluster inference.
Learn from the questions your teams are asking.
See the live demo — no signupA real product on a rich synthetic organization. No signup, no call, no email gate.
From the prompt box to the boardroom.
One capture, every altitude — coaching for an IC, velocity for a team lead, true AI exposure for the CFO.
05 — Design partners
We’re taking a small number of design partners in financial services and legal.
50–500 people, an AI mandate, and a board asking “is this working?” If that’s your desk, this program was built for you.
What you get
- 90 days, free, white-glove
- First insight inside week one
- A weekly 30-minute insight readout
- Direct roadmap influence
- Early access to the vertical benchmark cohort
- Founding-partner terms locked at exit
What we ask
- A weekly 30-minute feedback session
- Real production traffic, not a sandbox
- Logo + quote rights on success only — you approve every word
- A collaborative case study at exit
We reply to every request. No newsletter, no drip sequence.