Twenty-four things Pragence does on day one. Not a roadmap of promises — what's running, today, in customer production.
Because if the team can't trust it, they won't use it. And then nothing else matters.
Every answer links to the paragraphs it came from. Skim, verify, move on.
Pragence tells you when the knowledge isn't there — instead of confidently making something up.
Conversations carry context. "What about last quarter?" actually means last quarter.
We weigh meaning, recency, and authority — not just keywords. The right doc surfaces first.
Configure voice and persona per workspace. Sound like you, not like a chatbot.
Pragence rates its own answers. Low-confidence replies get flagged before they ship.
The leap past "chat with your docs": Pragence works through the hard questions, takes the next step, and shows up before you ask. (Action and autonomous features ship off until you turn them on.)
Comparative and multi-part questions get broken down, chased across sources, and synthesized — with the citations intact.
An intent router sends each question down the cheapest route that can answer it. Simple lookups stay fast; hard ones get the deep treatment.
Create a ticket, send an email, update a record, call an API. Proposed by Pragence, approved by a human, logged in full.
Nothing with side effects happens without a confirmation step and an immutable record of who approved what.
Schedule a run, or trigger one on an event: a new doc, a sync, a deadline. Pragence does the work and notifies the right people.
Every action and autonomous capability is off until you enable it, scoped to your existing permissions and an allow-list.
We meet your data where it is. No giant migration project, no "copy everything into our cloud first."
Google Drive, Notion, SharePoint, Confluence, Slack, Zendesk, Linear, GitHub, Salesforce, Dropbox, websites, and your filesystem.
Incremental sync keeps the index current. New docs are searchable within minutes, not nightly.
We extract structure, not just text. Charts, diagrams, scanned contracts — all queryable.
A custom connector takes a few hundred lines. Or pipe data in via our ingestion API.
Optional access to the open web — Wikipedia, ArXiv, your allow-listed news sources — for research workflows.
If a person can't read a doc in Drive, they can't get an answer from it in Pragence. Same access, no exceptions.
The boring stuff your security, legal, and procurement teams will ask about — already done.
Okta, Microsoft Entra, Google, and any SAML 2.0 IdP. SCIM provisioning included.
Workspaces, teams, and per-document permissions. Define once, enforced everywhere.
Who asked what, what was returned, what sources were cited. Re-runnable months later.
Run Pragence in your VPC. Air-gapped deployments supported for regulated industries.
OpenAI, Anthropic, Google — or your private model. Switch without re-training anything.
Compliance posture documented and shareable. Vendor reviews go faster.
Pragence isn't a destination. It's a layer that shows up inside the products and tools your team already uses.
A few lines of JavaScript drops AI search into your help center, intranet, or product.
Build your own surface. TypeScript, Python, and Go SDKs — first-class, not afterthoughts.
Ask questions, get cited answers, share back to channel. Where conversations already happen.
Agents get suggested answers in-app, with sources. Tier-1 deflection without the rebuild.
Stream questions, answers, and analytics into your data warehouse or ops stack.
Your colors, your domain, your voice. Customers don't need to know we're under the hood.
Don't see yours? Custom connectors take days, not quarters. Talk to us →
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.