03 / AI-Enabled Marketing Operations
Make one workflow
work better.
Build a practical AI-assisted research, reporting or campaign workflow, with human review and a clear way to evaluate it.
Discuss your workflow →Start with the process, then choose the tools.
Map the work your team repeats today. Identify where AI can help, where judgment matters and what a useful pilot needs to prove.
Current workflow
Collect → copy → summarize → check
Manual handoffs, repeated preparation and inconsistent review steps.
Proposed pilot
Gather → assist → review → use
AI supports preparation. A named person verifies evidence and approves the output.
Agreed sources, access and business context.
Research, extraction, synthesis or drafting.
Check accuracy, relevance and suitability.
Track quality, effort and failure cases.
What the engagement produces
- A redesigned workflow around a specific task.
- A working pilot using agreed tools and data.
- Human review points and escalation rules.
- Documentation and an evaluation plan.
A focused starting point
Choose one recurring research, reporting or campaign-support task. Bring a sample input, a useful output and the people who do the work.
Define quality criteria before the pilot. Expand only after reviewing what works and where it fails.
Illustrative pilot · not a client result
A recurring market-update workflow
Input: An approved source list and commercial questions.
AI assistance: Organize source material and prepare a draft summary.
Human gate: Verify claims and approve what the team receives.
Evaluation: Review evidence quality, corrections and preparation effort.
Which repetitive task is slowing your team down?
Start with one workflow worth improving, not a new stack of subscriptions.
Scope a workflow pilot →← All offerings