Every company is racing to put AI agents on revenue-critical work — and almost none can trust them to act unsupervised. We built the durable-execution platform that makes autonomous revenue operations safe, proven on outbound and extensible to any high-stakes AI workflow.
Outbound's bottleneck was never sending — it's the research, personalization and compliance to earn a reply at scale. SDRs cost $70–100k, ramp slowly, and are inconsistent. AI can do the work, but one double-send (dead domain), one unapproved blast (burned account) or one non-compliant send (legal exposure) means you can't hand it your pipeline. Trust is the blocker.
Three curves just converged: capable, cheap LLMs; durable-execution primitives (Cloudflare Workflows, Temporal); and edge economics. For the first time, millions of long-lived, human-approved AI workflows run for cents — making trustworthy autonomous revenue ops finally buildable.
A durable AI outreach engine: it pulls prospects, researches each company's site, drafts one personal email, and sends it as a crash-safe, exactly-once step — pausing for human approval before every send. Authored three ways — Python SDK, declarative YAML, drag-and-drop builder — all compiling to one runtime. Live in production.
Not a script — a platform. Exactly-once execution, fail-closed human approval, compliance guards, full cost/observability — the trust layer rivals skip. One IR across every authoring surface; edge-native ~$0.0002/run economics; and integration leverage: partners plan, we execute (same engine runs sales and fundraising).
A production durable engine on Cloudflare; full stack live (engine, SDK, visual builder, GENESIS Capital integration); real workflows run end-to-end with a live cost dashboard; multiple independent security & quality reviews applied. Real email delivery is wired (Resend, verified sending domain) and gated behind sign-in + approval; public demos simulate.
Usage-based revenue on near-zero marginal cost → software-grade margins that scale with volume, not headcount.
Outbound is the beachhead. The same engine is the execution layer for any high-stakes, long-running, human-approved AI workflow — collections, onboarding, renewals, procurement, compliance ops. The durable trust layer for AI agents that touch money and reputation.
Every figure here is computed by the live engine at aiworkflownetwork.com — nothing is mocked. Public demos simulate the final send; real email delivery is wired via Resend and fires only for authenticated campaigns on a verified domain, after per-lead approval.