Every vendor has an AI agent; telling a real platform from a good demo takes the right questions. Here is how to evaluate an AI sales agent platform on action, grounding, and proof.

The hype says AI sales agents replace the team; the reality is more useful. Here is an honest look at what agents do well, what they can't do yet, and the right division of labor.

Every sales tool claims AI, so the label is useless as a filter. Here is a map of the AI sales tool categories, what enterprises need beyond features, and how to match the tool to the job.

Generative AI answers; agentic AI acts. In sales that is the difference between summarizing the deal and moving it. Here is what agentic AI is, and why grounding decides whether it works.

An assistant helps a rep do a task; an AI sales agent does the task. Here is what defines an AI sales agent, how it differs from copilots and assistants, and where agent squads fit.

AI agents for sales are multiplying, and most do one job. Here are the categories, what to look for, and why a coordinated agent squad beats a pile of single-task tools.

A CRO doesn't need more AI tools, they need a better forecast, higher attainment, and scale without headcount. Here is how to buy AI for the number you own.

Conversation intelligence is now a crowded category. A fair map of the landscape, Gong, Chorus, Sybill, Fireflies, Revenue.io, and Spotlight.ai, what to look for, and how to choose.

AI notetakers removed real after-call admin, but capturing the call is the first mile, not the whole deal. A thought-leadership look at where note-taking stops and execution begins.

A fair look at Gong and Spotlight.ai: what each does well, where they differ, and why many teams run them together, conversation intelligence on one side, autonomous deal execution on the other.

Enterprise deals are decided by people you may never have mapped. A power map shows who controls the deal, how engaged they are, and whether they are for you, plotted automatically.

Conversation intelligence records and analyzes your sales calls, but recording is the easy part. Here is what the category does, where it stops, and what comes after the transcript.

Most deal reviews are status meetings where optimism goes unchallenged. Here is how AI turns the review into an evidence check on every deal, not a sampled few.

MCP makes connecting an AI agent to your CRM simple. The hard part is what the agent finds there. Here is how MCP works with CRM systems, and why data quality decides whether it helps.

MCP is the standard that lets AI agents plug into your sales data. It matters, but it is the on-ramp, not the brain. Here is what MCP is and why the context on the other end is the real value.

MCP makes connecting an AI agent to your CRM simple. The hard part is what the agent finds there. Here is how MCP works with CRM systems, and why data quality decides whether it helps.

Every CRM has an AI badge now, but most of it is autocomplete on fields a human still fills. Here is what makes a CRM actually intelligent, the platforms compared, and how to evaluate them.

Most revenue intelligence platforms stop at insight and hand the work back to a human. Here is what enterprise teams should look for, the three tiers of the market, and where autonomous deal execution fits.

In cybersecurity, technical buyers face non-technical CFOs. Prateek Goel of Wiz on how value teams arm champions to win the rooms sellers never sit in.

Value Driven 2026 brings 150+ GTM, sales, and value consulting leaders to Manhattan on May 21st. Spotlight.ai joins as a Gold sponsor, with CEO Roi Carmel on stage at 3:15 PM for the Value Automation panel. The platform autonomously generated over 5,000 BVAs and business cases in 2025. Find the team in Sponsor Alley all day.