AI as a Force Multiplier for Standards-Based Consulting

The team had more business than capacity. With budget constraints preventing new hires and a specialized skill set that's hard to find in the market, they turned to AI as a way to extend the output of their existing consultants without burning them out.

The consulting workflow is project-based, with AI embedded at multiple steps rather than as a central pipeline. AI accelerates the creation and customization of templates, project plans, and process documentation. A key technical practice is identifying standard changes — well-understood, repeatable change types — and automating them within ServiceNow.

Significant volume handling improvements for customers — helping them implement service management processes that scale and pass audits. On the AI side, the ability to iterate quickly and course-correct fast has been a practical advantage.

The team has built many custom automations and integrations within ServiceNow, particularly around standard change automation. However, AI prompt management is underdeveloped — consultants are currently doing their own thing with prompts, and there is no central library or standardization.

Talent scarcity is the biggest real-world constraint — finding people with 10–20 years of standards and compliance experience is genuinely difficult, and AI can't fully substitute for that depth yet. Customers would likely resist AI-led early-stage consulting conversations. Don't be afraid to experiment — AI allows fast iteration and course correction.