Causal reasoning.
Deterministic outputs.
Symbiogent is an intelligence platform supporting human-in-the-loop decision making.
Narrative Intelligence
Detect and track emerging narratives across channels, then explain why they're spreading. Build causal chains from domain knowledge graphs to support defensible, auditable analysis.
Deterministic Reasoning at Scale
Move beyond brute-force inference. Our architecture produces explicit reasoning paths with bounded execution, delivering predictable cost, latency, and reliability for high-consequence workflows.
Influence Operations Defense
Identify coordinated behavior, not just harmful content. Correlate actors, timing, and amplification patterns to surface campaigns early and support response decisions with clear evidence trails.
The Alternative to
Probabilistic Inference
Even in hybrid LLM and retrieval-based systems, probabilistic inference remains the dominant decision mechanism, creating challenges for auditability, cost, and reliability in high-consequence environments.
Symbiogent is the alternative. We enable large-scale academic and intelligence analysis with compliant monitoring, early warnings, and explainable insights.
Government & Intelligence
Correlate intelligence to map emerging influence operations, model narrative dynamics, and enable explainable, auditable policymaking.
Private Sector Applications
Anticipate systemic supply-chain risks and protect brand reputation by correlating regulatory signals with real-time market narratives.
Academic & Research
Enable large-scale analysis with compliant monitoring, early warnings, and explainable nonpartisan insights for computational social science.