Introduction
In a recent webinar, Sean O’Connell and Colin Kelly pulled back the curtain on the introduction of Screendragon’s AI-powered resourcing. We are excited because now there is the capability to resource a full project within a few clicks using our smart resourcing functionality that streamlines task management. This allows agency leaders to make smarter decisions on who should do what, when, and why.
From Brief to Task List
Agencies know the pain of translating a client brief into execution. It’s often a scramble: roles are clear (“we need account managers and project managers”), but the people behind those roles aren’t always obvious.
Sean explained how the system bridges that gap:
“We wanted to take your entire task list, which it’s currently assigned only to your roles, and drive that out to your users. When I run it, it’s already come back. It’s looked at every task you just gave us for every role, and then it’s tried to pull every person and see who’s the best choice.”
What we are seeing is AI taking the grunt work of matching roles to people – almost instantly – and turning it into a data-driven decision.
If you are eager to learn best practices for writing a creative brief, read our blog.
Smarter Task Assignment
What makes this different from a simple scheduling tool is the blend of ratings and availability. Each user isn’t just checked for open time – they’re ranked for fit.
Colin asked: “What other factors are taken into account here?”
Sean answered directly: “It’s taking into account the rating and availability.”
But that’s only the starting point. Once you dig into a task, the system shows not just who’s available but why one person may be stronger than another. Years of experience, department alignment, and other factors start shaping the recommendation.
Adding More Context with Metadata
This is where things get interesting. Agencies aren’t cookie-cutter, and neither are their teams. Skills, locations, and departments all matter.
Sean highlighted how metadata expands the search:
“If I know that on this task I need artwork as my expertise, that’ll get added in. When it comes back, even though Person 1 is less available, the system now knows he’s more important – because he has artwork expertise and Person 2 doesn’t.”
In practice, this means a creative task won’t automatically go to the person with free time. It’ll go to the person who’s best equipped to deliver. This approach drives faster execution into your task management workflows.
Customising the Search
Every agency works differently. Some weigh availability heavily, others care more about expertise. The tool gives sliders to adjust those weights. If speed matters most, availability takes priority. If quality matters most, expertise rises to the top.
As Sean put it:
“You’re just telling the search engine how important information is. Availability, expertise, experience – each of those can be weighted differently depending on what you need.”
This flexibility matters for global agencies juggling multiple clients, offices, and departments.
Why Leaders Are Excited
For clients, it’s crucial to find the right people at the right time. The benefit is simple: faster, better matches. What used to take hours of back-and-forth now happens in minutes.
And that’s why agencies are leaning in. It’s not just about efficiency. It’s about confidence that the right person is on the job – whether that’s the most experienced account manager or the only designer with the right skillset.
Conclusion
AI resourcing is giving managers better information, faster. It answers the two questions at the heart of every project: who should do this work, and can they do it right now?
For agencies managing complex projects across teams, clients, and offices, that clarity is powerful. It means less guesswork, fewer delays, and more time spent delivering work that matters. For global agencies to meet demand, they need the tools and team to navigate the biggest challenges the marketing industry faces.
👉 Want to see AI resourcing in action? Watch the full webinar ‘Inside Screendragon’s G2 Leader Status in Marketing & Agency Operations’.
🎯 To learn more Screendragon’s resource management software, visit our solutions website page.