Why Responsible AI

LLM based agents are powerful but are unreliable and unpredictable – all in a black box. They can generate answers quickly, but those answers can be wrong, biased, or unverifiable. In regulated industries, that’s not just inconvenient - it’s dangerous.

Errors can cost millions, damage reputations, or put lives at risk. And without transparency or audit trails, regulators won’t accept them.

Our Responsible AI XpertAgents are different. They combine the creativity & power of LLMs with proven knowledge engineering, symbolic and predictive AI, human expert validation & auditability. The result is AI you can trust when it matters most.

Delivering results, when failure isn’t an option

LLM Agent

Great for 90% of simple tasks, but used alone cannot be trusted for high stakes, mission critical problems

Not Repeatable with risk of Hallucination

Not Truly Explainable (post-hoc explanation)

Not Traceable within Black Box Model

Security vulnerabilities (LLM Prompt-Injections)

Oversight of decisions without true explanations

XpertAgent

Focused only on complex, high stakes, mission critical problems delivering trustworthy, explainable + auditable AI

Repeatable Logical Reasoning

Truly Explainable (Critical for human oversight)

Traceable within Transparent Decision Model

Pre-secured Transparent Decision Model

Oversight of decisions aided by true explanations