B2B firmographic
Reverse-IP and persona presets drive industry-aware copy with Gate receipts.
Showcase
Use cases
Demo flows
Proves: every presenter storyline has a live route — main app for runtime truth, micro-nav for email/deliverability/infra/scale.
B2C known customer
Email match + CRM history close the sale — magic link, persuasion strategies, held facts.
Drift watch
Source TTL changes surgically re-verify claims and pause dependent variants — trace the downstream path in Observatory.
Assurance lab
Trap catch-rate vs single judge — false positives (clean blocked) and false negatives (bad missed) side by side.
Email engine
Gate-cleared copy compiled into outbound email — blocked and review claims withheld.
Deliverability
Open pixels and click tracking with proxy-aware diagnostics (Gmail, Apple Mail privacy paths).
Infrastructure
Per-event infrastructure classification — image proxies, mail clients, bots.
Scaling
Tenant-keyed Gate + warm-started bandit — multi-segment optimizer without reward-hacking.
Giskard tie-in
Stakeholder-authored risk definitions → OSS scenario checks → Langfuse scores (planning slice).
Run python -m scripts.trace before Drift watch / Observatory demos. Changelog: demo alignment.