Let agents make sense of any text
QX uses TextRazor to extract entities, topics, sentiment and relationships from documents, emails and articles—so you stop reading piles of text and start acting on what's in them.
Stop hand-tagging documents, hunting for entities, and manually classifying content. Hand it to an agent.
Every name, place and company surfaced
Point an agent at any text and it pulls out people, organizations, products and locations—with confidence scores and links—so research, monitoring and CRM enrichment happen without anyone reading line by line.
Content sorted into the right bucket
Inbound articles, tickets and documents get classified into your taxonomy automatically—IAB, media topics or your own custom categories—then routed to the right team, queue or workflow.
Themes pulled from mountains of text
Feed in transcripts, reviews or filings and the agent surfaces the dominant topics and phrases with relevance scores—turning unstructured noise into a ranked, structured view you can actually act on.
TextRazor
Real workflows, built for your team
Build workflows in minutes that chain TextRazor together with the rest of your stack. Trigger them on specific events, on a schedule, or on demand.
Marketing: Daily competitor and market intelligence
Every morning at 7am
Scheduled trigger
Pull overnight news coverage
via web search
Extract entities & topics
in TextRazor
Match against tracked brands
Agent step
Log mentions to brief
in Notion
Post the morning digest
Alert via Slack
QX agents can extract entities, classify content, pull topics from text—and a lot more
+ 5 more actions
About TextRazor
TextRazor is a leading natural language processing API used by analysts, publishers and product teams to extract entities, topics, classifications and relationships from text at scale. Its rich taxonomies (including IAB and IPTC), custom dictionaries and high-throughput infrastructure make it a reliable backbone for any content analysis workflow.
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 TextRazor working inside your stack
Want an AI co-worker that reads documents, news and tickets for you and turns them into structured insight? Book a demo to walk through your use case, or get started for free.
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