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Insights, guides, and latest trends from the world of AI tools

Latest Blogs

Preparing for AI Vendor QBRs: Questions and Data to Bring

Quarterly business reviews with AI vendors should cover usage, roadmap, and risk—not just renewal discounts.
Reclaiming Unused AI Tool Seats: Process and Policy

Idle seats waste budget. A fair process to identify, notify, and reassign licenses without surprise lockouts.
Parallel-Run Validation: Running AI Beside Manual Work

Validate AI outputs by running parallel manual processes. Statistical sampling methods for quality assurance.
Internal Communications Plan for AI Tool Rollouts

Announce AI rollouts with clarity on data rules, training dates, and where to get help—without hype.
AI Tool Pilot Exit Criteria: Go, Extend, or Kill

Define numeric exit criteria before a pilot starts so decisions are data-driven, not political.
Quarterly AI Stack Review: Process and Scorecard

Review subscriptions, usage, risk, and overlap every quarter. A repeatable agenda and scorecard template.
Documentation Standards for AI-Assisted Workflows

Standardize how teams record prompts, tools, and review steps so outputs are reproducible and auditable.
Designing Backup Human Workflows When AI Tools Fail

Every AI step needs a manual fallback. Document parallel human paths before go-live.
Cross-Training Teams on Shared AI Tools

When multiple departments share one AI subscription, cross-training prevents siloed expertise and wasted seats.