Product

Interactive dashboards to explore trends, gaps, and knowledge maps.

Get recommendations, scenario planning, and decision support.

Flexible output formats like JSON or CSV to take insights further.

Identify connections in your data and uncover patterns over time. Headai builds structured relationships using advanced AI techniques, like knowledge graphs and predictive signals, helping you understand how concepts link together and detect emerging trends to plan for the future.

Turn unstructured data into clear insights. By extracting meaningful keywords, metadata, and topics, Headai simplifies large volumes of text into themes you can use for analysis, reporting, and categorization.

Make your data work for you by enhancing, restructuring, and organizing it for evolving needs. Whether it’s adapting knowledge graphs, labeling datasets, or extending topics, Headai ensures your information stays relevant and actionable.

Seamlessly embed Headai insights into your workflows or systems.

Agents tailored to your needs for automation and decision-making.

Connect results to BI tools (e.g., PowerBI, Tableau) or use them in Generative AI workflows.

Access detailed API documentation and tools to create personalized applications.

Data Sources

Labor Market:
Job ads and skill trends from global and local sources.

Education:
Curricula, academic programs, and learning paths for workforce readiness.

Research & Innovation:
Patents, publications, investment data, and innovation trends.

News & Media:
Real-time monitoring of articles, blogs, and global reports to identify emerging trends.

Data Connectors

Large Data Storages and Lakes: Connect seamlessly with platforms like Snowflake, Azure, AWS...

Structured and Unstructured Data: Handle databases, spreadsheets, documents, and freeform text.

APIs for Interoperability: Connect internal systems and external platforms for smooth data flow.

Internal Knowledge: Combine proprietary organizational knowledge with external datasets to enrich analysis.

Transform raw data into structured graphs to uncover contextual relationships.

Detect emerging trends and forecast patterns for strategic planning.

Generate dynamic graphs from textual data, enabling relationship mapping and exploration.

Extract and categorize meaningful themes, concepts, and keywords.

Compare performance against internal KPIs or external benchmarks (e.g., SDGs).

Evaluate and optimize qualitative factors of production to monitor strategic goals.

Adapt and merge graphs to reflect evolving organizational needs.

Automate organization, extend topics, and add contextual relevance to datasets.

Simulate outcomes, prioritize actions, and guide skills development or strategic decisions.

Collect and Connect Data

Gather data from multiple sources—structured or unstructured—including internal systems, APIs, and large data lakes like Snowflake, Azure, AWS…

Analyze with AI

Use Headai’s advanced tools to create knowledge graphs, identify trends with signals, and extract actionable insights from complex data.

Explore and Act on Insights

Explore insights through Headai’s Visualizer or export results into BI tools, APIs, and existing workflows like generative AI. You can also use Headai’s agents for recommendations and scenario planning.

Build Your Own Solutions

Use Headai’s APIs to develop custom tools, agents or embed insights into your workflows.

Tampere’s collaboration with HeadAi has produced several concept maps, providing insights into skills demand and the future direction – where the city aims to go.