Forbes Council Says Start With One Workflow. Revolutionary. Assuming You Read Past The Headline.
A Forbes Technology Council piece argues SMBs should stop dabbling in AI and instead target specific revenue workflows. The recommended sequence is to define a business outcome, select one workflow to reimagine, refine steps like lead scoring with CRM context and prompts, then measure results before expanding. Routing is cited as the natural next step after lead scoring accuracy improves.
This illustrates the principle of constrained optimization. You do not optimize a system by improving everything simultaneously. You optimize one node, measure the delta, and propagate the learned heuristics to adjacent nodes. The mechanism is iterative workflow refinement. It is not glamorous. It is how competent operations people have always worked.
Forbes Technology Council contributors writing for an SMB audience. No specific companies or results are cited. The article is prescriptive advice, not a case study.
- Pick one revenue workflow in your business, say lead qualification, and write down the specific outcome you want, like "increase callback conversion rate."
- Open your CRM and identify one field or data point that currently informs that workflow, then ask ChatGPT or Claude to suggest a scoring rubric using that data.
- Apply the rubric to 20 existing leads, compare its rankings to your actual outcomes, and note where the model disagreed with reality. That gap is your next refinement target.