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Use Cases

Directional SMB examples with client type, workflow, intervention, and outcome. Not invented guarantees.

These are anonymized engagement shapes. They show how we work, not promised metrics. Scope, pricing, and measured outcomes are set on a Readiness Scan call.

12-person professional services firm

Partner and staff AI adoption cadence

Before: Scattered experiments, no shared owners, no weekly review rhythm.

Intervention: Leadership facilitation plus a thirty day practice cadence and a shortlist of build-ready workflows.

Outcome: Named champions, weekly review habit, and a clear handoff into strategy for the first build.

Evidence: Operating cadence checklist and owner map from the engagement handoff.

Boutique accounting firm

Client reporting prep

Before: Manual weekly reporting with unclear review gates and rework between staff and reviewers.

Intervention: Strategy blueprint with human review gates, then scoped automation for repeatable prep steps.

Outcome: Repeatable reporting path with named owners and fewer last-minute handoff failures.

Evidence: Process map and pass-fail checklist used in day-two operations.

Regional real estate ops team

Speed-to-lead response and handoffs

Before: Lead response lagged under volume; handoffs dropped between marketing and agents.

Intervention: Agents and ops workflow build with evaluation checks and manager ownership after launch.

Outcome: Faster first response on priority leads and cleaner handoffs with a named ops owner.

Evidence: Workflow SOP plus evaluation checks for response quality.

Want a path like this for your team?

Book a Readiness Scan to baseline one workflow and map the next line of work.

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