Jovis AI
AI vendor master data review: a controlled change workflow
Design an AI-assisted vendor master change review that verifies payment-impacting updates, exposes duplicate risk, and keeps approval with accountable finance owners.
Articles
How to run a 30-day AI agent pilot without losing control
A practical 30-day plan for testing one AI agent on a real business workflow with clear scope, shadow mode, human review, and a go-or-stop decision.
AI inventory forecasting: a controlled demand-planning workflow
Design an AI-assisted inventory forecasting workflow that connects demand signals to replenishment decisions, exposes uncertainty, and keeps planners accountable.
AI accounts receivable collections: a controlled workflow
Design an AI-assisted B2B collections workflow that prioritizes receivables, prepares evidence for each account, and keeps customer outreach and concessions with accountable people.
AI customer credit review: a controlled B2B workflow
Design an AI-assisted customer credit review that assembles account evidence, applies policy checks, and leaves limit and order decisions with accountable people.
AI deal desk: a controlled workflow for pricing and approval exceptions
Design an AI-assisted deal-desk workflow that assembles deal evidence, applies explicit guardrails, and keeps pricing and contract approvals with accountable people.
How to build an AI escalation matrix for business-data workflows
Design escalation tiers that decide when AI outputs can run automatically, need human review, or must be routed to leadership. Use one matrix to protect speed, ownership, and decision quality.
AI supplier risk monitoring: a controlled workflow
Build an AI-assisted supplier risk review that connects changing signals to business exposure, evidence, ownership, and a practical response.
Data quality for AI agents: a practical control plan
Build data-quality gates that check source fitness, stop unsafe runs, expose limitations, and route failures to accountable owners.
AI cash flow forecasting: a controlled 13-week workflow
Build an AI-assisted cash forecast with governed inputs, explicit assumptions, evidence-backed adjustments, and accountable treasury review.