Glossary

Calibrated Intelligence

Calibrated intelligence: an AI layer trained on your agency's own decisions and outcomes, not a shared model. It learns from your team's feedback loop and compounds week over week.

The distinction Elena cares about: a calibrated intelligence layer is trained on one agency's decisions and outcomes, compounding week over week as the feedback loop runs. A generic LLM resets at the session boundary. Calibration is what the word 'AI' used to mean before it collapsed into a generic adjective — the claim is narrow, testable, and specific to your data.

Also: Calibrated AI, calibrated intelligence layer

Digital Twin

A Digital Twin is a calibrated intelligence layer trained on your agency's own data, decisions, and outcomes — not a generic AI, not a shared model.

The term is deliberately gated. On cold surfaces — homepage hero, channel LPs, share cards — naming the product before the mechanism is taught just collapses into another AI pitch. Once the mechanism is on the table (roughly, once the visitor has read /approach), the Digital Twin name becomes a useful shorthand for the specific calibrated artifact your agency ends up owning.

Forge

Forge — the creative-output surface where Living Brief recommendations turn into ad variants.

Forge is where Living Brief recommendations turn into ad variants. It sits between the brief and the ad account: the creative director reviews, edits, and approves — the twin produces drafts calibrated to the brand voice, not generic copy. Forge exists because a brief without execution surface is a PDF nobody reads.

Living Brief

Living Brief — the weekly strategic document the Digital Twin produces after each calibration cycle.

The Living Brief is the weekly artifact — a strategic document the Digital Twin produces after each calibration cycle. Not a dashboard, not a summary: a brief with hypotheses, creative angles, and audience moves sequenced for the week. It replaces the Monday Slack thread where three people argue about whether last week's data means anything.

Parallax Test

Parallax Test — the free, founder-run demo where Khorvad calibrates a sample twin on your data and delivers a Living Brief within 48 hours.

The Parallax Test is the free, founder-run demo: we calibrate a sample twin on a slice of your data and deliver a Living Brief within 48 hours. You keep everything produced. No obligation, no pitch deck, no sales qualification call — the deliverable speaks for itself. This is the gate every visitor is being walked toward.

Pulse

Pulse — the in-market monitoring layer that flags creative fatigue and audience drift.

Pulse is the in-market monitoring layer. It flags creative fatigue before CPMs spike, catches audience drift before CAC moves, and surfaces the signals your ops lead wishes she had time to watch every morning. Pulse is not a dashboard — it is a set of calibrated alerts tuned to what your agency has decided matters.

Stump Session

Stump Session — a 45-minute working session where your best strategist brings the question the twin can't answer.

A Stump Session is a 45-minute working meeting where your best strategist brings the question the twin cannot answer. The point is not to demo the product. The point is to find the edge — where calibration runs out, where judgment still has to carry the decision. Founder-run. One per agency, scheduled before any onboarding.