We believe that software buying decisions should be based on evidence, not marketing momentum. In an era where "AI" is applied to every interface, we provide a clinical, independent assessment of what actually functions in a live business environment. We operate as an archival record of performance—documenting failures, tracking hallucinations, and identifying the rare tools that actually solve operational friction.
The AI Agent Report began with a simple observation: business operators are being buried by vendor claims. When we looked for objective data on how a voice agent actually handles a frustrated caller or how a scheduling bot manages complex calendar conflicts, we found mostly sales brochures.
We built a laboratory-style approach to software reviews. We don't just "try" software; we run it through standardized stress tests. For every category—from medical receptionists to back-office ops tools—we apply a fixed scoring rubric before we ever talk to a vendor. This ensures our findings are rooted in the tool's behavior, not its pitch deck.
Our independence is structural. Rankings are locked before commercial conversations take place, and we never allow payment to alter a score or placement. If an agent hallucinates, we record it. If a handoff breaks, we report it. Our loyalty is to the operator making the buying decision, not the software company seeking the lead.
Direct interaction with the software in a controlled sandbox environment. We map the onboarding flow and test the limits of the agent's logic.
The highest tier of evidence. We subscribe as a standard customer to experience the actual reliability and support quality of the vendor.
A detailed review of technical documentation, compliance certifications, and live demonstrations led by our research team.
We ignore the aesthetic of the website and focus on the precision of the output. If a medical receptionist agent avoids clinical advice but handles an emergency correctly, it earns our recommendation. If it makes up a price list, it doesn't.
Whether you are a vendor seeking a review protocol or an operator with a specific workflow challenge, we would like to hear from you.