Text is where intent lives.
Modern organizations and individuals drown in unstructured language. Mirana Text is built to convert text into structured intelligence you can search, measure, route, and act on.
Core Capabilities (Planned)
Sentiment Analysis
Polarity, intensity, and trend detection
Emotion & Tone
Signals beyond positive/negative
Topic Modeling
What's being talked about, at scale
Intent Detection
Support requests, churn risk, urgency
Entity Recognition
People, orgs, products, locations
Summarization
Turn text into fields + decisions
Safety & Risk (Planned)
Threat Analysis
Risk signals and escalation routing
Spam/Phishing
Detection indicators
Content Moderation
Policy enforcement for UGC
Use Cases
Customer Experience
Identify churn risk early, route tickets by intent and urgency, summarize conversations into action items.
Trust & Safety
Detect threats and risky content, escalate high-risk cases with evidence, build consistent moderation workflows.
Enterprise Knowledge
Extract insights from reports and docs, normalize multilingual feedback, tag and index internal knowledge.
Personal Workflows
Summarize notes and emails into tasks, translate content and capture key takeaways, track sentiment over time.
How It Works
Input
Text or documents
Analyze
Language understanding + extraction
Output
JSON, summaries, scores, labels