BookbagBookbag
Regulated Outbound

The Audit-Ready Authority Layer

For FinServ, Insurance, Lending & Healthcare. Bookbag acts as the human + policy authority layer between AI generation and customer delivery.

The Risk

AI-generated outbound in regulated sectors carries significant compliance risk. A single hallucination, missing disclosure, or prohibited claim can trigger regulatory action.

Hallucinations
LLMs can fabricate performance data, returns, or product features
Missing Disclosures
Required risk warnings, fee schedules, or disclaimers omitted
Prohibited Claims
Promissory language, guaranteed returns, or unsubstantiated performance
Flagged Message
"Our fund has consistently delivered 12% annual returns for the past decade. Guaranteed performance backed by our proprietary AI trading algorithm."
Unsubstantiated performance claim (FINRA 2210)
Prohibited promissory language
Missing risk disclosure
Verdict: BLOCKED → SME review required

The Control

Blocked → SME Review

High-risk messages are routed to subject matter experts who provide final approval with rationale and evidence. Full provenance tracked.

Evidence Trails

Every decision includes who approved, when, which rubric version, and why. Audit-ready recordkeeping for regulatory review.

Policy Enforcement

Codify your compliance rubrics — FINRA 2210, CAN-SPAM, TCPA, state-level regulations. Enforce via real-time Gate API (1-4s) or batch upload. Choose Automated, Assisted, or Human review mode based on risk level.

Real-Time Gate API

Integrate evaluation directly into your sending workflow via SDK. Real-time policy enforcement in 1-4 seconds. Choose Automated, Assisted, or Human review mode.

The Outcome

Fewer Compliance Incidents

Catch prohibited language and hallucinations before they reach customers. Reduce regulatory exposure and reputational risk.

Faster Review Workflows

Automated mode clears clean messages instantly. Edge cases route to QA. High-risk items go to SMEs. Supervision workflows that scale with volume.

Consistent Approved Language

Build a library of approved messaging. Export corrections as training data to improve your AI models over time.

Who Buys This Solution

Marketing Compliance

Advertising review & approval workflows

Compliance Officer

Supervision & recordkeeping requirements

Risk & Controls

Audit trail & policy enforcement

RevOps

Quality control & fewer escalations

Ready to make AI outbound audit-ready?

Join the teams shipping safer AI with real-time evaluation, audit trails, and continuous improvement.