What a live engagement actually looks like, from diagnostic to production.

This is the system most firms diagram and never ship. Every named account carries two standing market monitors: one watching regulatory and competitive pressure, one watching buying signals: leadership hires, launches, executive commentary. Findings post daily into per-account threads in the team's own workspace.

Twice a day, an orchestration run reads every new finding and does the work a rep never has time for: researches the company and the trigger, checks the CRM for ownership and customer conflicts before anyone is touched, enriches contacts through a multi-source waterfall with cross-checking (verified work emails only, never pattern guesses), then drafts one email per contact, each from a different angle, and delivers the whole package to the owning rep as click-to-send links. The rep reviews, edits, sends. Nothing sends without a human click.

A parallel website-intent lane triages raw visitor alerts against the ICP before spending a single enrichment credit, routes qualified fits to the right rep, and drafts outreach that never mentions the visit: the intent shapes the angle, invisibly.

• 2 standing monitors per named account: regulatory pressure & buying signals
• Twice-daily runs: research → conflict check → enrichment waterfall → one draft per contact
• Website-intent triage: ICP filter first, enrichment spend second, routed to the owning rep
• Human-gated by design: every send is a rep's decision, pre-drafted and one click away

The agents don't float free. They enforce a methodology. We delivered a 53-slide enterprise sales playbook and a 60+ document GTM library covering every deal stage from prospecting to expansion: MEDDPICC process and scorecards, stage-by-stage playbooks and decks, vertical plays, battle cards, mutual success plans, and an operating cadence with a certification rubric.

Then we made it run. Each of the 25 skills maps to a failure pattern from the audit and a stage of the playbook: the Friday hygiene agent blocks any lost deal without a documented loss reason; the deal-risk agent weights single-threading; the morning brief opens every rep's day against the same standard. Methodology installed as a system, not left in a binder.

• 53-slide enterprise playbook + 60+ document GTM library, every stage covered
• Every agent maps to one of five revenue outcomes, if it doesn't, it gets killed
• Per-rep deployment in the client's stack: CRM, messaging, email, calendar, docs

"Human-in-the-loop" is a checkbox on most decks. Here it's architecture. A shared data layer of five databases sits behind every automation (companies, contacts, a triggers log, and an outreach log), so no prospect is ever double-emailed across systems: a 30-day per-person contact cap and one thread per company per week, enforced in data, not in policy memos.

Hard rules are baked into every agent's instructions: no invented facts, statistics, or customer claims; references only if true in the CRM; verified work emails only; suppression lists honored everywhere; ownership and current-customer checks before any outreach; idempotent runs with a post-run review pass that re-reads its own output and corrects it. This is what makes an agentic system enterprise-safe, and it ships in the build, not as an afterthought.

• Five shared databases as durable state: dedupe, suppression, and audit trail by design
• 30-day contact cap · one thread per company per week · conflict check before contact
• No unsourced claims, no pattern-guessed emails, no autonomous sends, ever