Turn Unstructured Text Into Structured Insight
AI that reads, understands, and extracts intelligence from any text — contracts, reports, emails, articles — at a scale and speed no human team can match.
Built to perform at scale
What Our Text Analysis Can Do
Document Classification
Automatically categorise documents by type, topic, department, or any custom taxonomy.
Built for Every Industry
See how businesses use our text analysis to solve real problems.
Challenge
Lawyers spending 60% of time on document review
Outcome
AI classifies, extracts, and summarises documents, reducing review time by 80%
Challenge
Compliance team manually scanning thousands of emails for violations
Outcome
Automated compliance monitoring flags violations in real time across all communications
Challenge
Content team manually tagging articles for search and recommendation
Outcome
Automated tagging with topics, entities, and categories applied at publication speed
From zero to running in four steps
No complex setup. No long onboarding. Just connect and go.
Schema Design
Define what to extract, classify, or summarise. Design the output schema and evaluation criteria.
Data Annotation
Label training examples with our annotation tooling. We handle quality control and inter-annotator agreement.
Model Training
Fine-tune transformer models on your annotated data with rigorous cross-validation.
Pipeline Deployment
Deploy as a batch or real-time pipeline with monitoring, alerting, and retraining automation.
Connects with your stack
Every solution plugs into the tools you already use — no rip-and-replace required.
Hugging Face
Model Hub
spaCy
NLP Library
PyTorch
Deep Learning
LangChain
Orchestration
Elasticsearch
Text Search
Apache Kafka
Streaming
FastAPI
API Layer
Python
Language
dbt
Data Transform
AWS
Infrastructure
Hugging Face
Model Hub
spaCy
NLP Library
PyTorch
Deep Learning
LangChain
Orchestration
Elasticsearch
Text Search
Apache Kafka
Streaming
FastAPI
API Layer
Python
Language
dbt
Data Transform
AWS
Infrastructure
Text Analysis questions
Common questions about our text analysis solution.
Content moderation, topic modelling, document classification, contract analysis, compliance monitoring, and knowledge extraction.
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