Pragence / Product
The product

The AI knowledge layer your whole company can rely on.

One platform that answers questions, researches the hard ones, finds what's buried, and lives wherever your team already works.

Ask
Answers your team can actually use.
Research
A junior analyst that doesn't sleep.
Act
It doesn't just tell you. It does.
Search
Find it. Even when nobody named it right.
Embed
Drop AI into anything you already ship.
Admin
Trust, on by default.
Extend
Built to be built on.
Ask

Answers your team can actually use.

Conversational AI that cites its work — every time, without exception.

Outcome↓ 64% time-to-answer
§02 What changes

The week after Pragence goes live.

Three things our customers tell us, almost word for word, in the first month.

64%
less time hunting

"We reclaimed an hour a day, per person. Multiply by a thousand-person sales team and the math gets loud."

— VP Revenue Ops, Fortune 500 logistics
3.2×
more research, same headcount

"Analysts used to do four deep dives a week. Now they do thirteen, and the citations are tighter."

— Head of Investment Research, mid-market PE
0
off-policy answers in audit

"Compliance can replay any answer. Six months in, that's been worth more than the cost of the platform."

— Director of Risk, regional bank
§03 How it works

From the question, to the answer.

No black box. Every step is something you can show your CISO, your auditor, and your skeptical principal engineer.

01

Connect

Plug in the places your knowledge already lives — Drive, Notion, SharePoint, your wiki, your CRM.

02

Understand

Pragence reads, structures, and indexes. Documents, tables, images, relationships between entities — all of it.

03

Answer

Your team asks in plain language. Pragence finds, reasons, cites, and replies — in your portal, your app, or our chat.

04

Improve

Every question makes it smarter. Analytics show what's working, what's missing, and where to invest next.

§04 From answers to action

It doesn't just tell you. It does.

Answering was the table stakes. The reason teams keep Pragence is what it does after the answer.

Available

Reasons, not just retrieves

Hard, multi-part questions get decomposed, chased across sources, and synthesized — citations still attached. Comparisons, trade-offs, 'how do these relate' — the questions a search box chokes on.

Available

Routes every question

Pragence reads intent and sends each request down the cheapest path that can answer it — a fast lookup for the simple ones, deeper reasoning for the hard ones. Faster answers, lower spend.

Available

Takes the next step

Not just 'here's the answer' — 'here's the answer, and I've drafted the ticket.' Pragence can create, send, and update across your tools, behind a human approval gate, with a full audit trail on every action.

Available

Works while you sleep

Put Pragence on a schedule or a trigger. A new compliance doc lands — it summarizes and pings the right channel. Monday morning — a digest of what changed. The knowledge layer that comes to you.

§05 Why Pragence

What you get that you don't build, buy, or bolt on.

Answers with receipts

Every reply links back to the source paragraph. Hover, jump, verify. No more 'where did that come from'.

Knowledge that compounds

Pragence learns what your team asks and what's missing. Documentation gaps become a roadmap, not a guessing game.

Live where work happens

Your portal. Slack. Zendesk. The widget on your help center. One brain, everywhere it's useful.

Trust by design

Permissions follow your existing access rules. People only see answers from documents they were already allowed to read.

Fast to value

Most teams are answering real questions in production by week two. No twelve-month consulting engagement.

No lock-in

Bring your own model. Run it in your cloud. Export your data. We earn the renewal every year.

Next steps

See it work on your knowledge.

30 minutes with a solutions engineer. Bring a real question your current tools couldn't answer — we'll wire up a connector and try it live.