Invoice Intake at Scale: OCR + LLM Validation With Human Approvals

From inbox chaos to clean postings in four weeks. This playbook shows how an AP team scaled invoice intake with OCR, LLM extraction, strict validator rules, and fast human approvals. You’ll see the before/after metrics, the minimal policy set that made it safe, and the exact schemas and messages used to keep auditors happy. For … Read more

Content Engine Lift: 32 Posts in 60 Days with Briefs, Entities & Link Pass

32 posts in 60 days — without burning the team. This case playbook shows how a 6-person marketing team shipped a clustered content engine with AI briefs, entity checklists, and a ruthless internal-link pass. Two tracks: Manager Mode for cadence and KPIs, Builder Mode for schemas, prompts, and workflows. Quick Summary Start with 3 clusters … Read more

From Inbox Chaos to 80% Auto-Triage: Support Bot Playbook (SME, 6 Weeks)

From inbox chaos to 80% auto-triage in 6 weeks. This case playbook shows exactly how a 12-person SME rolled out a support assistant that classifies emails, drafts safe replies, and logs to the CRM with approvals. Two tracks: Manager Mode for rollout and ROI, Builder Mode for data, prompts, and safeguards. Quick Summary Baseline: 420 … Read more

Playbook: From Raw Calls to CRM Insights in 10 Minutes

Quick take: This playbook converts raw call recordings into reliable CRM insights in under 10 minutes. You will capture a transcript, redact PII, produce a JSON summary, generate next steps, and safely write back to CRM with approvals where needed. Quick Summary Inputs: call recording + meeting metadata. Outputs: summary JSON, tasks, email draft, and … Read more