About 11x
11x's Jessica agent writes outbound emails autonomously — no human drafting required. That's powerful, but it means no human sees the message before it sends. Bookbag adds the evaluation layer: every Jessica-generated email gets a verdict with structured human review.
How It Works Together
11x handles generation. Bookbag handles quality control. Every message is evaluated with structured human verdicts against your standards.
- Jessica generates, Bookbag evaluates11x's Jessica agent produces email drafts autonomously. Before they enter your send queue, route them through Bookbag's AI QA & Evaluation for verdict assignment.
- Verdicts route the worksafe_to_deploy emails ship automatically. needs_fix emails get QA corrections with gold-standard rewrites. blocked emails escalate to a designated SME with evidence and rationale.
- Jessica gets smarterExport Bookbag corrections as SFT and DPO training pairs. Feed them back to improve Jessica's output quality over time — fewer flags, better first drafts.
Benefits
Jessica ships faster, not slower
The majority of Jessica's emails pass review and are cleared for delivery through Bookbag. Only the ones that would have hurt your sender reputation hit the review queue.
Every correction trains Jessica
Each needs_fix rewrite becomes a structured before/after pair. Export these as SFT data and feed them back into 11x — Jessica's first drafts get better every week.
Procurement gets the proof they need
Enterprise buyers ask how you govern autonomous AI agents. Bookbag gives you timestamped, attributed verdicts for every Jessica email — audit-ready from day one.
Frequently Asked Questions
Related Resources
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