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Maverick Foo
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Sunday, 25th January 2026

Most companies still talk about AI adoption as if it simply means using one tool.

But the real shift in 2026 is bigger.

AI is moving from single prompts to multi-step AI workflows. Not just answering questions, but completing chunks of work across a process.

In Anthropic’s 2026 State of AI Agents report, two numbers stood out.

  • 57% of organizations already deploy agents for multi-stage workflows
  • 16% have progressed to cross-functional, end-to-end processes across teams

Implications for Leaders and L&D

  • AI workflow effectiveness is now a leader-led capability issue, not just a tooling decision.
  • Continuity must be trained and practiced, because it is what stabilizes output as AI environments change.
  • L&D plays a critical role in capturing workflows, context packs, and fallback patterns so effective AI work spreads beyond individuals.

Try This This Week

  • For Leaders: Pick one recurring deliverable and map the full AI workflow, from input to output. To see how organizations already run multi-step AI workflows in production, download the Anthropic 2026 State of AI Agents report. The case studies make the shift from experimentation to durable workflows very concrete.
  • For Leaders: Create a simple “context pack” for that workflow. Capture the inputs, constraints, and quality checks AI needs at each step so context does not disappear as work moves.
  • For L&D Pressure-test continuity. Ask what happens if the preferred AI tool is blocked or unavailable. If the answer is unclear, use the Team AI Effectiveness Scorecard to surface where continuity and other drivers may be limiting the team before scaling more advanced AI workflows.

Ending thought:

Do you feel like your team has an AI workflow that will still work when situations change, or one that relies on a single tool and a single way of working?

Radiant Institute helps leaders and L&D teams turn AI usage into durable, tool-agnostic AI workflows that hold up as the environment shifts.

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Maverick Foo

Maverick Foo

Lead Consultant, AI-Enabler, Sales & Marketing Strategist

Partnering with L&D & Training Professionals to Infuse AI into their People Development Initiatives 🏅Award-Winning Marketing Strategy Consultant & Trainer 🎙️2X TEDx Keynote Speaker ☕️ Cafe Hopper 🐕 Stray Lover 🐈
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