SUMENDIA
Different technologies. One decision process.
SUMENDIA combines specialized technologies instead of asking one language model to solve every problem. The architecture is modular and model-agnostic — not tied to a single AI provider.
Six technology families around the decision.
Each family is selected per question and validated before use. Select one to see what it does.
Eight moves. Your team plays every one.
SUMENDIA makes its move and hands the board back. At every step people validate, challenge or redirect — and watch the decision take shape until it is theirs.
What runs underneath.
Technology families describe the architecture; individual algorithms are chosen per question and validated against simple baselines before they are trusted.
| DataEnterprise data | ERPWMSCRMspreadsheetsfilesAPIssemantic modelsanalytical database |
|---|---|
| KnowledgeKnowledge | business ontologyknowledge graphglossaryretrieval-augmented generationexpert notes |
| ReasoningAI reasoning | multiple LLM providerscontrolled agentstool permissionsworkflow orchestration |
| PredictionPrediction | statistical modelsgradient boostingtime-series foundation modelsbacktestingdrift monitoring |
| DecisionSimulation & optimization | scenario engineMonte Carlodiscrete-event simulationmathematical solversrisk analysis |
| ControlGovernance | identity & RBACtenant isolationencryptionlineagemodel evaluationsdecision records |
Powerful intelligence. Responsible by design.
Enterprise decisions demand trustworthy evidence, secure information handling, clear accountability and meaningful human oversight.
Security by design
Encryption, identity controls, role-based access, tenant isolation and auditability are part of the architecture, not an add-on.
Evidence before conclusions
Every insight points back to its data, assumptions and expert sources. Uncertainty stays visible instead of being hidden.
People in every phase
Your team takes part in each step: confirming sources, explaining anomalies, challenging forecasts, shaping options and approving the plan. SUMENDIA assists; people decide.
Explainable, governed AI
Model evaluation, policy controls, monitoring and defenses against malicious instructions and unauthorized data exposure.
The architecture is designed with reference to recognized frameworks, including the NIST AI Risk Management Framework, OWASP guidance for LLM applications and the GDPR. These are design principles, not certifications or audit results.
The future belongs to better decisions.
See SUMENDIA on a question from your own business. We will walk through it with you.