services

Independent Benchmarking and Research Accelerating Enterprise Decisions

Software and AI Benchmarking

In the era of “AI-washing,” quantitative performance measurement helps enterprises avoid costly mistakes.

What We Do: Run technical benchmarks and feature comparisons
The Outcomes: Performance data that answers users’ questions like “Does this scale?” and “How does it perform with my enterprise data?”
Value: Market leaders work with us to understand their performance against competitors and inform their product roadmaps. Enterprises consult us to derisk their technology decisions.

Competitive Analysis

Understand the "shortcomings" that are costing you deals. We provide a bridge between market perception and your product roadmap.

Unfiltered Insights: We analyze why certain products "didn't make the cut" in our benchmarks, providing your product team with the exact feedback needed to iterate.
Gap Analysis: We help you identify missing features or performance bottlenecks with specific feedback from actual prospects.
Accelerated Iteration: Our fast feedback loop allows you to update your product's capabilities and positioning in light of emerging trends and customer preferences.

Strategic Advisory

Provide objective, transparent and data-driven advisory services for the world's leading consultants, investors and enterprises. We act as an extension of your research and partnership teams.

For Management Consultants: By leveraging our proprietary database of thousands of software categories, we identify the "best kept secrets" that give your clients a competitive edge.
For Investors & Private Equity: We provide comprehensive commercial due diligence services featuring market mapping and risk assessments that evaluate the technical sustainability and market positioning of your targets.
For Enterprises: Get curated vendor shortlists based on real-world momentum and technical capability, while gaining a clear understanding of how emerging trends impact your existing tech stack and business.

Agentic Automation

We automate your business processes with AI agents grounded in the same methodology as our independent research.

What We Do: Take your business processes, build agent workflows to automate them, and evaluate each against a rubric agreed with you.
The Outcomes: A working automation you can keep, plus a transparent evaluation of agent task success rate, reliability and efficiency.
Value: Enterprises get a proven automation and hard evidence of what AI agents can and cannot do on their real workflows.