The Copied Rule Missed the Credit
An illustrative test shows how a copied support rule can pass a credit draft with the wrong amount, customer, and basis.
Case Studies
How teams moved from experiments to controlled AI systems.
Recommended reading order
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From Vibe Prompting to Structured Workflow
How Northline B2B moved from ad hoc chat to a measured support-assist workflow in twelve weeks—with eval set and...
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Northline Part 2
How Northline B2B expanded support-assist shadow traffic from 50% to 80% after eval held — composite case study Part 2.
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They Renewed the AI Platform—and Kept Release Control
Northline renewed the vendor host and kept the right to withhold the production pin.
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The Copied Rule Missed the Credit
An illustrative test shows how a copied support rule can pass a credit draft with the wrong amount, customer, and basis.
-
Finance Workflow Case Study
How Northline B2B piloted AI-assisted variance narratives for month-end close—with signed GL extracts, controller...
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AI Tender Response Pipeline
RFP/tender pipeline with legal gates, clause checklist, and redacted section example—no auto-submit in v1.
They Renewed the AI Platform—and Kept Release Control
Northline renewed the vendor host and kept the right to withhold the production pin.
AI Tender Response Pipeline
RFP/tender pipeline with legal gates, clause checklist, and redacted section example—no auto-submit in v1.
Finance Workflow Case Study
How Northline B2B piloted AI-assisted variance narratives for month-end close—with signed GL extracts, controller review gates, and audit rows tied to registry pins.
Northline Part 2
How Northline B2B expanded support-assist shadow traffic from 50% to 80% after eval held — composite case study Part 2.
From Vibe Prompting to Structured Workflow
How Northline B2B moved from ad hoc chat to a measured support-assist workflow in twelve weeks—with eval set and context pack versioning.