Ungated — recites involuntary data. The Gate blocks this in production; shown for contrast.
Provable personalization for teams in Ohio

Outreach that can’t say what it can’t prove.

The GTM workspace that carries the source, basis, and surface policy behind every move.

See how it works Talk to sales
image: neutral-wash · no inferred imagery · brand wash

Creative agents

A design agent picks the backdrop, accent and tone from the firmographic; a gated copy agent drafts the copy where every line must clear the Gate. The agent proposes; the Gate disposes — nothing ships that can’t be proven.

Design agent · why these elements
Backdrop · pick one (all licensed)
Copy agent · proposes → the Gate verifies
Pick an angle, then run the agent. Every line it writes is checked against the sources + surface policy.

Everything captured from this IP

The full pipeline — change the IP above and every derived value updates, and the copy + page with it. Reverse-IP + geo are allude (involuntary — shape, don’t recite). Flip Say and the recited rows turn red: that’s the overclaim the Gate blocks in production. Device / language / referrer come from your request and don’t change with the IP.

SignalValueDrives →Policy

Where apt is used

The same engine — resolve → gate → personalize → receipt → optimize — applied to four go-to-market shapes. Use cases 1 & 2 are live personalized demo sitesopen the Showcase →

gauntletai.comAI training
Anonymous visitor → personalized hero

A first-time visitor with no identity. apt resolves company, industry and region from the IP and rewrites the hero before it paints — every line carries a receipt. You're looking at it: change the IP above and the page follows.

reverse-IP companyindustryregiondaypart
Use case 1 · live demo site Open the live demo
skyfi.comsatellite imagery
Geography is the product

For a geo-pinned business, apt detects the operator's region + sector and swaps the copy and a licensed backdrop to match — and refuses to pinpoint the exact asset (the creepiness ceiling). Pick a region + industry above to see it move.

regionindustrylicensed imagerysurface policy
Use case 2 · live demo site Open the live demo
Known customeremail / magic-link
Close the sale, provably

A known visitor gets a Gate-bounded persuasion play — authority, social proof, loss aversion, reciprocity — that surfaces only claims it can prove. Held claims are dropped. The receipt makes a bold closing claim safe to make.

CRM historyon-site behaviourpersuasion principleGate-checked
Scenarios B & C · /api/persuasion/plan Existing-customer scenario Clicked-lead scenario
Long-running A/Breinforcement learning
The bandit that can't win by lying

Over time the bandit learns which framing converts per segment from real clicks — and can only ever pull Gate-cleared arms, so it provably can't select a lie. Its lift is measured against a random control slice, not asserted.

Thompson samplingreal clicksmeasured lifttruth-bounded
/optimizer · /demo/monitor Optimizer KPI control tower