Latest / AI Conversations / When Processes Stall: What Agentic Systems Reveal About Organizational Decision Flow

Transcript

When Processes Stall: What Agentic Systems Reveal About Organizational Decision Flow · AI Conversations

• 0:00
  SPEAKER_00: So, I mean, we've all been there, right?
• 0:02
  SPEAKER_00: That frustrating moment when you're dealing with like a large institution and things just stop.
• 0:09
  SPEAKER_00: Like you're waiting for an answer, and it just feels like your case has fallen into a black hole.
• 0:14
  SPEAKER_01: Mm-hmm.
• 0:15
  SPEAKER_01: Yeah.
• 0:16
  SPEAKER_00: I heard this story recently about someone who applied for Social Security benefits back in August, and months later, still no answer.
• 0:25
  SPEAKER_00: The only update they got was that the office had tried to call them.
• 0:29
  SPEAKER_00: And it just makes you think, what happens next?
• 0:32
  SPEAKER_00: Like, if they couldn't reach the person, what's the next step?
• 0:36
  SPEAKER_01: Exactly.
• 0:36
  SPEAKER_01: That's the core problem here.
• 0:39
  SPEAKER_01: Because in so many organizations, public and private, it's not a lack of effort.
• 0:44
  SPEAKER_01: It's not that people aren't smart or capable, it's that processes just quietly stall.
• 0:50
  SPEAKER_01: They just sit there waiting for some next manual step that often doesn't happen.
• 0:56
  SPEAKER_01: No one's actively monitoring that flow.
• 0:59
  SPEAKER_00: Right.
• 1:00
  SPEAKER_00: So so we're talking about like what agentic systems could teach us here.
• 1:04
  SPEAKER_00: Could you could you unpack that a little bit?
• 1:06
  SPEAKER_00: What do you mean by an agentic system in this context?
• 1:10
  SPEAKER_01: Yeah, so an agentic system, it doesn't need to make policy decisions.
• 1:14
  SPEAKER_01: It's not about replacing human judgment.
• 1:17
  SPEAKER_01: Its value can be much, much simpler and much more practical.
• 1:21
  SPEAKER_01: It's about ensuring that processes continue to move forward.
• 1:25
  SPEAKER_01: Imagine a workflow where an agent, a digital agent, is just monitoring the status of each step.
• 1:32
  SPEAKER_01: If contact with an applicant fails, for instance, the system might follow a structured escalation.
• 1:38
  SPEAKER_01: You know, attempt one, phone call logged.
• 1:42
  SPEAKER_01: Attempt two, a follow-up call is scheduled.
• 1:45
  SPEAKER_01: Attempt three, a voicemail, an automated message is sent.
• 1:49
  SPEAKER_01: Attempt four, a formal letter is generated and mailed.
• 1:52
  SPEAKER_01: And then, if there's no response after a defined period, the case is escalated for review.
• 1:58
  SPEAKER_01: The key here, the big takeaway, is that the process never just quietly stops.
• 2:04
  SPEAKER_00: That's fascinating.
• 2:06
  SPEAKER_00: So it's almost like a digital steward keeping things moving.
• 2:10
  SPEAKER_00: We what makes this different from, say, just a really well-designed automated workflow, though?
• 2:16
  SPEAKER_01: Well, beyond just automation, these systems can reveal something organizations often struggle to see.
• 2:23
  SPEAKER_01: They can show us where decision flow actually slows down.
• 2:27
  SPEAKER_01: These agents can track the time between approvals, communication delays, unresolved cases, escalation patterns, the operational bottlenecks.
• 2:36
  SPEAKER_01: For the first time, leaders could see not just the outcomes, but how long decisions actually take to move through the system.
• 2:44
  SPEAKER_01: Does that make sense?
• 2:46
  SPEAKER_00: Yeah, it absolutely does.
• 2:48
  SPEAKER_00: It's like a diagnostic tool for the gears of an organization.
• 2:52
  SPEAKER_00: I mean, we often hear about AI replacing tasks or accelerating productivity, but this sounds like a different kind of opportunity.
• 3:00
  SPEAKER_01: It is.
• 3:00
  SPEAKER_01: It's a new view of governance, really.
• 3:03
  SPEAKER_01: Agentic systems can act as process stewards, ensuring that governance structures actually function the way they were intended.
• 3:10
  SPEAKER_01: They can detect when approvals stall.
• 3:13
  SPEAKER_01: They can escalate when time thresholds are exceeded.
• 3:16
  SPEAKER_01: They can notify the right authority when action is required.
• 3:20
  SPEAKER_01: In effect, they help organizations maintain both accountability and momentum.
• 3:25
  SPEAKER_00: So it's less about the AI making the decision itself and more about it making sure the process of making decisions, the movement of decisions, never stops.
• 3:35
  SPEAKER_01: Exactly.
• 3:36
  SPEAKER_01: The real value may not be in making decisions for leaders.
• 3:40
  SPEAKER_01: Instead, it's in improving how decisions move through institutions.
• 3:45
  SPEAKER_01: Many organizational failures aren't failures of strategy, they're failures of follow-through.
• 3:50
  SPEAKER_01: And agenci systems have the potential to ensure that important processes do not quietly stall, whether it's in government agencies, healthcare systems, financial institutions, or any large enterprise.
• 4:03
  SPEAKER_01: The more important question, as we experiment with these tools, may not be what AI can decide.
• 4:10
  SPEAKER_01: It's how intelligent systems can help ensure that the work of the organization keeps moving forward.