Futuri to Enterprise AI Buyers: Agents Are the Easy Part

New analysis from Futuri CEO Daniel Anstandig finds 20% or more of assigned accounts go untouched in a given quarter — a coverage illusion created by passive sales enablement.

AUSTIN, Texas, Aug. 28, 2026 /PRNewswire/ -- The market for AI agents has moved faster than the infrastructure required to run them. Multi-agent workflows can now be assembled in an afternoon and demonstrated convincingly, yet enterprise teams increasingly report the same outcome six months later: a graveyard of half-finished workflows, three competing scoring models, a shared inbox no one trusts, and a leadership team more skeptical of AI than before the project started. Futuri's position, set out by CEO and co-founder Daniel Anstandig in "Agents Are the Easy Part," is that the agent layer was never the hard part.

Anstandig's contention is that the industry is marketing the easiest 20% of the work as the entire job. "Agents are the easy part. Orchestration and data are the hard parts," he writes. The difficult work is the infrastructure that does not photograph well: data plumbing, identity resolution, event taxonomy, buying-signal ingestion, permissioning, auditability, and feedback loops that actually close "the unsexy infrastructure that decides whether an agent is operating on truth or on guesswork." Without it, the questions that determine enterprise viability have no answers: what arbitrates when two agents disagree about whether a lead is qualified, how a company knows an agent used true context rather than hallucinated context, where a correction lives so the next pass is better, and which pipeline numbers leadership can actually trust on a Monday morning.

He also highlights the reputational exposure that few pilots price in, questioning whether companies are prepared to outsource their reputation to vibe-coded agents without human-in-the-loop checkpoints. Anstandig expects the next 12 to 18 months to "separate the AI demos from the AI systems pretty cleanly" as prompt design commoditizes and durable advantage shifts to the data substrate underneath. For anyone evaluating an AI investment, he recommends three questions: show me the data layer, show me the orchestration, and show me what happens when an agent is wrong. "If those answers are clean, the agents will sing," he writes. "If those answers are vague, the agents will demo well and ship nothing."

The full article is available on Anstandig on the Future. For media companies, marketers, and AI leaders, it serves as a diligence checklist for distinguishing a working demo from a production system and outlines the bet Futuri is making with TopLine Enterprise: signal ingestion, a unified pipeline view, and closed-loop learning beneath the agents rather than agents alone.

About Daniel Anstandig: Daniel Anstandig is CEO and co-founder of Futuri, where he has spent more than 16 years building AI-powered technology that helps companies transform how they sell, create content, and make decisions. He is also the founder of SparkTrade.io and holds more than 25 patents spanning AI, automation, audio, public safety, and broadcast technology.

About Futuri: Futuri is a global leader in AI technology for sales enablement, data enablement, and content automation. Founded in 2009 and headquartered in Austin, Texas, Futuri is trusted by 7,000+ companies across 22 countries. Key solutions include TopLine sales intelligence, TopicPulse real-time content trends, Content Automation, AudioAI, SpotOn, and POST. Learn more at Futurimedia.com and Futuri.ai.

Full article: https://anstandig.substack.com/p/agents-are-the-easy-part | Futuri TopLine: https://futuri.ai | Corporate: https://futurimedia.com

Media Contact: Fulani Clarke, Product Marketer, Futuri — [email protected] / 877-221-7979, ext. 155

SOURCE Futuri Media