Karkadi is an independent AI monitoring and testing platform. We continuously evaluate chatbots, copilots, and automation systems — then deliver evidence-based reports on exactly where they underperform and what it costs.
Every decision we make follows from these. They are not aspirational — they are operational.
We have no commercial relationship with any AI vendor, model provider, or development platform. We do not sell AI. We do not resell AI. Our only incentive is the accuracy of our findings.
Every finding comes with specific examples, metrics, and context. No vague assessments. No subjective ratings. Measurable, repeatable, verifiable results that you can act on or challenge.
Most AI testing happens once at launch and never again. We monitor on a recurring basis — weekly, daily, or every 6 hours — so degradation, new errors, and cost drift are caught as they happen.
Three steps. No system access required. No preparation needed from your team.
Paste your chatbot URL. We run real-world test scenarios against it — accuracy, hallucinations, safety, cost. You see results in minutes.
Full PDF with Health Score, error breakdown by category, cost-per-interaction analysis, and specific examples of every issue found.
We keep testing on a schedule. Dashboard, alerts on critical findings, trend tracking over time. Month-to-month. Cancel anytime.
Structured, real-world scenarios run against live AI systems. Not synthetic benchmarks.
Whether the AI provides correct, current information — pricing, policies, product details.
Whether the AI fabricates facts, invents policies, or presents fiction as truth.
Whether the AI handles adversarial inputs, prompt injections, and PII exposure appropriately.
Whether AI spend aligns with actual query complexity, or if expensive models handle simple questions.
Whether audit trails, human escalation paths, and data handling meet governance expectations.
Latency, completeness, off-topic handling, and multi-turn context retention.
Tone consistency, error messaging, language accuracy across supported languages.
Karkadi was founded on a simple observation: companies deploy AI agents and then never systematically test them again. The tools exist to build AI. The tools to verify it is working correctly — continuously, independently, with evidence — did not. That gap is what Karkadi fills.
We are a Wyoming-based LLC serving companies globally in seven languages. We operate as a monitoring and testing layer only — we do not build, modify, or manage AI systems. That separation is the foundation of our credibility.
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