Smarter data powering AI automations and analytics that drive measurable revenue
Shfa combines AI and distributed human intelligence to replicate elite-level feature engineering, semantic labeling, and data reasoning, turning messy enterprise data into structured, context-rich datasets that make any model dramatically smarter.
How it works
95% of AI projects fail not because models are weak, but because the data behind them is messy, unlabeled, and misunderstood. Shfa fixes that combining AI and distributed human intelligence to clean, label, and structure tabular data at scale, just like the world’s best ML engineers would but at scale.
Ingest tabular data
Connect your raw spreadsheets and databases. Shfa automatically profiles every column and prepares it for AI understanding
Humans in the loop at scale
Our distributed workforce and AI collaborate to label, clean, and contextualize your data with the precision of top ML engineers
10x analytics and AI agents
Once your data is enriched, Shfa powers AI models and dashboards that deliver 10× better insights, accuracy, and automation performance
Your data, cleaned and labeled like a top 1% AI engineer
We combine AI precision with human judgment to clean, structure, and label every column of your tabular data with the depth and context of an elite ML engineer. The result: perfectly organized, AI-ready datasets that dramatically improve model accuracy and reliability.
Human level granularity that makes your AI unstoppable
Our distributed human-in-the-loop system goes beyond surface-level labeling to capture relationships, hierarchies, and meaning inside your data. This granular context gives your AI agents the ability to reason, connect dots, and perform at a level that once required handcrafted engineering.
Smarter data leads to AI automations and insights you didn't think possible
When your data is truly understood, AI stops guessing and starts reasoning. Shfa transforms messy tables into intelligent infrastructure powering automations, analytics, and decisions that unlock new revenue, efficiency, and innovation you didn’t know your data could deliver.
Need help?
Everything you need to know about how we help companies get AI-ready from data integration and labeling to launching ambitious, industry-changing automation projects.
