AI Sales Agents and AI SDRs: What They Actually Deliver, and Where They Damage the Pipeline
Do AI SDRs work? What AI sales agents deliver, where they burn domains and brand, the compliance rules, and when to assist, automate or replace by motion.
AI complexity is rising. Infrastructure costs are compounding. Vendor hype is everywhere.
Architecture tradeoffs, economic implications, and decision frameworks for executives navigating AI, infrastructure, and regulated systems.
Weekly executive brief + frameworks + research drops
Leaders who need clarity, not hype.
Make technology, AI, and infrastructure investment decisions
Evaluate strategy, frameworks, and build-vs-buy tradeoffs
Operate in regulated or high-complexity environments
Need strategic clarity beyond vendor hype
We focus on architecture tradeoffs, economic implications, and decision frameworks. Not trend commentary. Not vendor pitches.
Original breakdowns of AI systems, infrastructure tradeoffs, and platform design.
Decision models for AI deployment, cost structures, and risk management.
Technical concepts translated into strategic advantage.
Deep analysis across the systems, strategies, and economics that shape modern technology.
Flagship analysis from our research library.
Do AI SDRs work? What AI sales agents deliver, where they burn domains and brand, the compliance rules, and when to assist, automate or replace by motion.
Agent evals must score a sequence of actions, not one answer. The five test layers, pass^k reliability, graders and release gates by action risk.
Buying an agent from every system of record recreates SaaS sprawl one layer up. How CIOs should choose, and which controls must stay central.
AI-generated fake receipts now beat visual review. How expense fraud changed, which detection still works, and the controls to use by company size.
Agents act through integrations. iPaaS and API vendors hold the connectors, credentials and audit trails, and MCP makes governing that layer worth more.
Every AI feature copies company data into prompts, logs, embeddings and memory. Where each copy lives, what vendors retain, and how to make deletion real.
Structured learning paths for technology and business leaders.
Master the $2 Trillion Payment Industry Go from confused to confident on payments infrastructure. Understand the plumbing that moves money
Learn MoreUnderstand AI Without Writing a Line of Code Stop nodding along in AI meetings. Start making informed decisions about the
Learn MoreUnderstand the Technology Driving Your Industry For professionals, business executives, and decision makers building the future in technology and finance.
Learn MorePremium Members Get: Exclusive deep-dive research · Architecture playbooks · Executive briefings · Full archive access