Let agents extract clean text from any document
QX hands your PDFs, scans and complex layouts to LLMWhisperer, then acts on what's inside—so your team stops re-typing documents and starts using them.
Stop re-keying PDFs, fighting with scans, and pasting documents into chat windows. Hand it to an agent.
Every document, instantly readable
Invoices, contracts, statements, forms—whatever lands in your inbox or drive gets converted into clean, structured text an agent can actually reason over, layout intact.
Pull the fields that matter
Amounts, dates, parties, clauses, line items—agents lift the specifics you care about straight from the document and drop them into your CRM, sheet or database.
Thousands of pages, zero copy-paste
Submit jobs asynchronously, poll for completion, retrieve the text, and act on it—so a stack of a thousand documents becomes a single workflow that runs in the background.
LLMWhisperer
Real workflows, built for your team
Build complex workflows in minutes that chain LLMWhisperer together with the rest of your stack. Trigger them on specific events, on schedule, or on demand.
Finance: Turn every incoming invoice into a clean record
Invoice email arrives
Triggered in Gmail
Convert PDF to text
in LLMWhisperer
Extract vendor, amount & due date
Agent step
Create bill record
in QuickBooks
Flag for manual review
Alert via Slack
QX agents can convert documents, retrieve extracted text, monitor jobs—and a lot more
+ 2 more actions
About LLMWhisperer
LLMWhisperer, built by Unstract, is a document-to-text engine designed specifically to feed LLMs. It handles complex PDFs, scanned pages and intricate layouts—tables, forms, multi-column text—and returns clean output that models can actually reason over. Async processing and webhooks make it well-suited to high-volume document workflows.
About QX Labs
QX is an AI agent platform that helps you build, run and scale AI across your team in a few clicks. Create agents that connect to your data and 1,000+ apps, building institutional memory that gets sharper every run. Then delegate tasks to them from where you already work—Slack, Teams, WhatsApp or email.
See LLMWhisperer working inside your stack
Want an AI co-worker that reads every document for you and acts on what's inside? Book a demo call to discuss your use cases, or get started for free.
Book a demo
