In application knowledge, AI only creates value if it remains understandable, controllable, and aligned with business and IT accountability. For critical applications, the goal is not to automate at any cost, but to accelerate knowledge reconstruction while keeping control over sensitive cases, confidence thresholds, and decisions that matter. KONTEX is built around that principle.
Specialized AI agents
Each capability relies on a dedicated AI agent, optimized for a specific task.
KONTEX does not rely on a single 'general' AI to do everything.
Each capability — rule extraction, code analysis, gap detection, contradiction qualification, relationship reconstruction, documentary view preparation — is powered by a specialized module designed for a clearly defined type of decision. More stable behavior, easier to understand, easier to govern.
AI action governance
Track, measure, and frame AI impact with clear indicators.
Each capability comes with operational tracking: what was analyzed, what was extracted, what still needs validation, and what expert feedback corrected.
You also govern the thresholds and rules that frame automation, per workspace, source, or application domain. Start conservatively, then increase autonomy where you are comfortable.
Human-in-the-loop, no rollback
Experts stay in charge: their decisions take precedence, and AI never undoes what has been arbitrated.
KONTEX is designed to work with your teams, not over them.
When a business or technical expert corrects a rule, confirms a dependency, rejects an extraction, or arbitrates a contradiction, that decision becomes the reference for the relevant scope. AI keeps assisting, but it will not overwrite what was decided.
Workspace-isolated learning
AI adapts to your application context, only within the relevant workspace.
In KONTEX, a workspace groups your sources, configuration, users, permissions, and associated learning.
This ensures AI behavior stays aligned with your application context, conventions, rules, and arbitrations, without cross-contamination from other scopes.
