Our Mission: The Automations Guide (TAG) Research is an independent benchmarking laboratory dedicated to the rigorous testing and analysis of automation software. In a rapidly evolving AI landscape, we provide businesses with the objective data required to build scalable, cost-effective digital ecosystems.
Our Process: We do not rely on marketing claims. Our team of researchers tests platforms based on three core pillars:
- Performance & Reliability: Stress-testing API response times and uptime.
- Cost Efficiency: Analyzing long-term ROI and “cost-per-task” scaling.
- AI Integration: Evaluating the native depth of LLM and agentic capabilities.
Independence & Integrity: TAG Research operates as an autonomous publication. Our benchmarks are conducted using standardized environments to ensure a level playing field for every tool reviewed. By removing the guesswork from software procurement, we empower RevOps professionals and engineers to build with confidence.