Innovation
Prakura's Long-Term Innovation Direction
Products we ship, agents we demo, research we run and concepts we're exploring — each clearly labelled.
Innovation Portfolio
Five horizons
Products
AI Agents
Research
Experiments
Future Concepts
Prakura Future Lab
Technology themes we study
Agentic AI
Agents that plan and use tools under approval rules.
Multimodal AI
Text, documents, images, voice and code together.
Computer Use
Agents that operate apps — always supervised.
Voice
Spoken practice and assistance, multilingual roadmap.
RAG
Grounded answers from authorized sources.
Knowledge Graphs
Skills, roles and learning as connected data.
Synthetic Data
Realistic practice data without real people.
Adaptive Learning
Plans that rebalance as learners progress.
Digital Twins
Simulate a campus or workforce before changing it.
AI Evaluation
Measure quality, groundedness and safety.
Technology Radar
Adopt · Build · Experiment · Explore
Adopt
Used in Prakura products today.
Build
Being built; shown as demos.
Experiment
Research — not production.
Explore
Early exploration.
Experiment and Explore items are research. Their presence on the radar does not mean they are production-ready or planned for release.
Suggested future Prakura AI portfolio
Ten intelligence products — as a direction, not a release list
Prakura Learn AI
Learning intelligence
Prakura Code AI
Coding intelligence
Prakura Career AI
Career intelligence
Prakura People AI
Workforce intelligence
Prakura Hire AI
Recruiting assistance
Prakura Test AI
Quality engineering intelligence
Prakura Knowledge AI
Enterprise knowledge
Prakura Data AI
Conversational analytics
Prakura Agent Studio
Build AI agents
Prakura AI Control Plane
Govern AI agents