Let agents put Metatextai to work on your text
QX classifies, extracts and moderates text through Metatextai—so your team turns unstructured messages, tickets and content into clean data and safe AI responses automatically.
Stop hand-tagging messages, copy-pasting fields into spreadsheets, and reviewing AI output line by line. Hand it to an agent.
Every message labelled in seconds
Tickets, reviews, emails and chat logs get routed through Metatextai automatically—each one labelled, scored and sent to the right person or system, without anyone touching a queue.
Structured data from messy text
Point an agent at contracts, forms or transcripts and Metatextai pulls out the fields you care about—names, amounts, dates, intents—ready to drop into your CRM or warehouse.
AI output you can actually trust
Every generated response is evaluated against your policies before it reaches a customer—PII, toxicity and off-topic answers are caught, logged and corrected without manual review.
Metatextai
Real workflows, built for your team
Build complex workflows in minutes that chain Metatextai together with the rest of your stack. Trigger them on specific events, on schedule, or on demand.
Customer Support: Classify and route every inbound ticket
New ticket arrives
Triggered in Zendesk
Classify intent & urgency
in Metatextai
Extract product, account, error
in Metatextai
Draft a tailored reply
Agent step
Evaluate reply against policies
in Metatextai
Post reply & set priority
in Zendesk
QX agents can classify text, extract data, evaluate AI responses—and a lot more
+ 5 more actions
About Metatextai
Metatext AI is a natural language processing platform that helps teams classify text, extract structured data, generate content, and enforce safety guardrails on LLM output. Its hosted models and policy engine make it well-suited to automated workflows where messy language has to become reliable, compliant data.
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 Metatextai working inside your stack
Want an AI co-worker that classifies your text, extracts the data you need, and keeps every AI response on-policy? Book a demo to walk through your use case, or get started for free.
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