Closing the AI execution gap in collections
Naeem Abraham
When a collections challenge surfaces, the instinct is to find a solution built specifically for it. One vendor for propensity scoring, another for agent guidance, another for outreach optimization. Each one works in isolation, but together, they create a fragmented AI environment that's hard to sustain over time.