Key Takeaways
- AI-native workflows activate audiences faster and cut the manual reporting that eats your team’s week, freeing marketers to spend time on strategy instead of stitching systems together.
- Software alone won’t close every gap; the right partners bring the goal, customer and competitive context that turns clean, enriched data into a foundation you can actually act on.
AI-native workflows let teams activate audiences faster and cut manual reporting, freeing people to focus on strategy instead of stitching systems together. The Clean Data: The Engine Behind Every AI Motion report shows that enrichment buys back your calendar and opens complex datasets to users who never touched SQL.
Every Monday, someone on your team exports CSVs, reconciles fields and rebuilds reports. That work used to be the job. Now it’s the bottleneck.
The report, sponsored by Convertr, shows where AI stops being a buzzword and starts buying back your calendar.
Why Enrichment Frees Your Team to Strategize
“AI-native workflows let your team activate audiences faster and reduce the manual reporting, so people spend their time on strategy instead of stitching systems together,” explains Hans Fischmann, vice president of product at AdRoll.
The outcome is simple. Enrichment and connected signals give your team freedom from busywork, so they act on insight instead of assembling it.
Who Gets Access to Data Now
The access story matters just as much. AI is opening complex datasets to people who never wrote a line of SQL.
“By enabling natural language interaction with complex mobility datasets, AI opens location intelligence to a much broader range of users,” says Gladys Kong, CEO of Azira. Data scientists still build the accurate models. But once that foundation exists, marketers, strategists and operations leaders can ask ad-hoc questions and get decision-ready answers without a BI tool or a SQL query.
Why Partners Still Matter
Software alone can’t fill every gap. “AI can generate content and automate tasks, but it doesn’t understand a company’s goals, customers or competitive environment. Partners do,” said Angie O’Dowd, VP of partner ecosystem at HubSpot.
The most valuable partners use that knowledge to build AI-ready data foundations and redesign customer journeys the platform alone can’t prescribe.
Speed only helps when you’re moving in the right direction. The report makes the case for both.
