Services · Auditable AI revenue systems

The Glass Box Revenue Engine

A governed AI pipeline that turns your targets and signals into sourced, human-approved revenue action — every claim cited, every weak draft stopped before it sends, and every step your team can inspect end to end.

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The pipeline

How the Glass Box Revenue Engine works

Seven stages, each one inspectable. Signals go in one end; a sourced, rep-approved sequence comes out the other — and every claim in between is cited, labeled, or stopped.

Targets & signals
Conference leads, dormant accounts, net-new targets, and live web signals — hiring surges, funding, leadership changes — flow in as raw inputs.
Curator
A fast triage model scores and prioritizes which targets are worth a rep’s time right now; stale signals decay so the list stays honest.
Researcher
A deep-research model builds a sourced account brief from public web sources — every claim cited, nothing asserted without a link.
Writer
A drafting model writes the first touch and the follow-up sequence, each personalization hook tied back to a source.
Evaluator
Every draft is graded for accuracy, personalization, and deliverability. Weak or unsourced drafts fail closed to a human instead of sending.
Human approval → CRM
A rep approves; the sourced brief and sequence write straight into your CRM.
Control Room
A live view for leadership: cadence compliance, untouched-lead alerts, time-to-meeting, and time-to-close.

Each stage runs on the model best-fit for the job — routed automatically, not one model forced to do everything.

What you own

The pipeline is the harness. These are the product.

The engine above runs the work — but it isn’t what you keep. What your team owns is a set of working systems, each deployed in your environment and each earning its place in the motion.

You own this

Researcher Agent

Builds a sourced account brief for any target on demand — every claim cited, ready for a rep to act on.

You own this

Signal Stack

Scores your conference, dormant, and intent signals so reps work the hottest accounts first.

You own this

Cadence Engine

Enforced multi-touch follow-up, so no warm lead quietly decays between touches.

You own this

CTA Library

Tiered, persona-matched calls-to-action your reps reuse across the whole motion.

You own this

Grading Gate

A fail-closed quality check on every draft — weak or unsourced outreach never sends.

You own this

Control Room Dashboard

The live view: pipeline health, cadence compliance, time-to-meeting, and time-to-close.

Governance

The controls are how the engine runs.

The controls aren’t bolted on — they’re how the engine runs. RevOps, Legal, and leadership can trace any action back to the evidence that produced it.

01

Fail-closed claims

If the engine can’t source a claim, it labels it or routes it to a human — never asserts it. Unsupported personalization never reaches a buyer.

02

Adversarial second model

A separate model stress-tests every draft against the live web and your canon before it is ever eligible to send.

03

Human-in-the-loop

Ambiguity and judgment calls escalate to a rep or manager. The system asks instead of guessing — every approval is logged.

04

Audit-log export

Every run is a replayable trace of source, decision, and cost — exported CRM-ready with provenance intact.

See a revenue workflow your team can audit.

Book a working session and we’ll walk your team through a live trace on your own data — or run the free teardown first.

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