The AAIA Strategic Team
Combining decades of technical execution, behavioral science expertise, and rigorous testing methodology to deliver honest, practical insights on agentic AI platforms.
Our Expertise
We don't create AI agents—we test them. Our multidisciplinary team brings together the skills needed to rigorously evaluate agentic platforms and deliver actionable insights.
Technical Testing & Evaluation
Our technical team brings 25+ years of hands-on experience building and scaling digital businesses—from eCommerce platforms to complex web applications. Since December 2023, we've been immersed in AI daily, testing real-world tools and workflows including full websites built with AI, Chrome extensions, automation workflows with n8n and Gemini, and comprehensive agentic systems.
Core Capabilities
Ethical AI & Human-Centric Design
Our behavioral science team ensures that our evaluations prioritize human-centric outcomes and psychological safety. With 10+ years specializing in cognitive behavioral therapy (CBT), behavior change, and trauma treatment, we assess platforms not just for technical capability, but for their impact on human operators and end-users.
Core Capabilities
Strategic Research & Analysis
Our research team combines technical depth with business acumen, having scaled ventures from zero to seven figures and delivered enterprise solutions across B2B and direct-to-consumer channels. We understand what actually works in real operational contexts—not just what sounds good in demos.
Core Capabilities
Our Approach
We're not here to sell you on the future of AI. We're here to help you navigate it—today. Our team has spent decades in the trenches of digital business, from scaling eCommerce operations to enterprise integrations, from behavioral psychology to real-world AI implementation.
Since December 2023, we've been testing agentic AI platforms daily—building with them, breaking them, and documenting what actually works. We understand the difference between demo magic and operational reality because we've lived it.
Every platform we review undergoes our strict 1-hour real-world trial. No shortcuts. No vendor influence. Just honest verdicts based on ease, reliability, and tangible value for busy operators.
Strategic Research & Analysis
Ag-Ops: Scaling Observability: The Strategic Guide
Mastering the swarm. How the Agent Ops stack, distributed tracing, and drift detection are solving observability at scale in 2026.
Agent Identity Verification: The Strategic Guide
Know Your Agent (KYA). How cryptographic DIDs and immutable audit logs are securing the Agent-to-Agent economy in 2026.
Agentic Audit Trails: The Strategic Guide
Forensic compatibility for the autonomous age. Mastering [immutable ledger](/research/agentic-audit-trails) logging and explainability standards in 2026.
Agentic Frameworks: CrewAI vs AutoGen: The Strategic Guide
Choosing the right brain for the job. Comparing Role-Based CrewAI vs Conversational AutoGen orchestration in 2026.
Niche Deep Dive: Agents in Real Estate and Healthcare: The Strategic Guide
Sovereign Health AI and Property Graphs. Defining the high-stakes agentic standards for Real Estate and Healthcare in 2026.
AI Agents Ethics & Liability 2026: The Strategic Guide
The Responsible AI Standard. Navigating algorithmic bias auditing, corporate liability, and cryptographic DIDs in 2026.
Our Methodology
We don't just track headlines. We test platforms in real operational contexts, cutting through marketing hype to deliver forensic analysis and honest verdicts that help you make informed decisions.