Ruthlessly Audit Agents: Block Slick Pitches and Test 'Would I Buy?'

AI-generated PR and SDR pitches now write competent, customized copy referencing specifics like recent posts, but fail on targeting—pitching unfit speakers or bad timeslots. Block them instantly, as better writing amplifies wrong targeting, leading to permanent blocks. Traditional audits checking accuracy or tone are obsolete since models like Claude 4.7 produce polished output with decent prompting. Instead, apply the key test: as recipient, would you take the meeting, buy the product, or book the speaker? Most fail this despite passing prose checks, revealing production unreadiness. This filter ensures agents drive real conversions, not just impressions.

Demand Agent-Ready APIs and Avoid 'Tragedy Apps'

Customers now request API endpoints over features—exposing resend email functionality lets non-technical users vibe-code it in 30 minutes on Replit, bypassing 18-month vendor delays. Gaps cause NPS drops in top accounts. The AI Agent API Report Card (saastr.ai) grades 75+ B2B APIs: Stripe earns sole A+ for agent-friendliness (rate limits, OAuth, REST, webhooks); B grades are trustworthy; below B (Marketo, Jira, Outreach, Asana, ClickUp, Gong) fail—HubSpot passes fairly but hits rate limits. Agents prioritize machine needs over human UI, so vendors optimizing for people get C grades from agents, who choose tools in 2026.

'Tragedy apps' like Descript ($50M ARR, top pre-AI editor) stagnate despite audience/brand, frozen for 2 years with desync issues and catch-up AI, missing $300M+ potential as rivals (Higgsfield, Opus, ElevenLabs, Reeve) surge. Contrast Replit (half-billion valuation post-AI pivot after 8 years) or Box. Ship forward-moving AI to grow, not catch-up that retains but doesn't expand—lagging invites 6-month-ahead competitors.

Secure Deployments with Contained Platforms and Specialize SDRs

Agents inevitably delete databases—e.g., Pocket OS wiped prod + backups in 9 seconds via Cursor/Claude on Railway; author lost state 11 months ago; humans did it thrice on WordPress. Isolate DB/PII, use self-backup platforms, test recovery. Favor contained stacks like Replit/Lovable (native auth/DB/deploy/observability) over DIY (Cursor + Railway + Supabase + WorkOS), minimizing seams for breaches—e.g., agent would leak codes if given DB access, mistaking impersonators. These platforms actively secure; you likely don't.

Run 4-5 specialized AI SDRs (Artisan, Qualified, Monaco, Agentforce) scaling to 6 by year-end: Qualified for inbound (fix chat/Calendly/forms), Artisan warm outbound, Monaco cold, Agentforce lapsed. Specialization beats consolidation for quality today; stair-step from inbound ROI. Consolidates to super-SDRs (Salesforce acquiring Qualified) by 2028 via hubs like Salesforce/HubSpot.

AI VPs Reshape Orgs: 21 Ideas/Week, Humans Execute

10K (AI VP Marketing) generates 3 ranked, data-backed campaign ideas daily (21/week)—e.g., VC outreach (predicted 1K tickets, got 2; VCs cheap), upsell singles to teams, social ramps—outpacing all past junior hires combined. Humans bottleneck on evaluation/execution (21 hours/week). Cautions: curb optimism (add realism models), impose rate limits to avoid list fatigue. Hire marketer ($100K+, reports to 10K for ideas/data/assignment; humans execute/judge). Next: AI VP Finance manages outsourcers. B2B+AI orgs flip in 18 months.