Data-to-Human Handoff
Automate opportunity detection, then hand qualified moments to people
- Difficulty
- Advanced
- Time to result
- ~months to results
- Steps
- 5
- Confidence
- 93%
The Data-to-Human Handoff connects market intelligence to automated communication without treating automation as a replacement for the salesperson. First, the team defines signals that indicate a timely opportunity. A connected CRM or communication system then acts on those signals in the background, including moments a busy person would otherwise miss. The workflow delivers a relevant touch and brings the salesperson in when the prospect needs genuine help, advice, or transaction support. Teerlink presents MMI's data and Bonzo's communication capabilities as this combination: identify opportunities, automate appropriate contact, and tee up the individual for the work they do best. The mechanism reduces inaction while preserving the relationships Teerlink says still win business.
Origin
Ben Teerlink explained that MMI could identify opportunities but could not ensure users acted, motivating a tighter connection between its data and Bonzo's automation. Extracted from Coffeez for Closers.
Core principles
- 01An identified opportunity has little value without action
- 02Automation should cover work people overlook during busy days
- 03Relevant communication should precede the human conversation
- 04People create the most value when they enter at the helping and closing stage
- 05Relationships remain central even when systems initiate contact
How to run it
- 1
Define the signal
Specify the data event or relationship condition that indicates a relevant opportunity.
Pro tip Start with signals tied to known clients, partners, or prior activity.
Watch out A vague signal produces irrelevant automated contact.
- 2
Connect detection to action
Link the intelligence source to a system capable of starting the approved communication workflow.
Watch out A dashboard alone still depends on someone noticing and acting manually.
- 3
Make the touch relevant
Build communication around something useful to the recipient rather than sending a generic prospecting message.
Pro tip Use the opportunity signal to shape the reason for contact.
Watch out Automation does not make an irrelevant message personal.
- 4
Run in the background
Let the system monitor signals and initiate the workflow while the salesperson handles daily responsibilities.
Watch out Monitor the workflow so errors do not scale unattended.
- 5
Hand off to the person
Bring the salesperson into the conversation when the prospect reaches the stage where human help and relationship skill matter.
Pro tip Give the person the triggering context before the conversation.
Watch out Do not automate the relationship out of a relationship-led sale.
In the wild
MMI detects a relevant trigger involving a past client or someone connected to a loan officer's realtor ecosystem. Bonzo initiates a useful, contextual message in the background. When the recipient is ready for mortgage help, the loan officer enters the conversation with the triggering context available.
→ The opportunity receives timely attention without requiring the loan officer to monitor every signal manually.
Common mistakes
Detecting without acting
Pointing out an opportunity does not help if no system or person follows through.
Replacing the relationship
The workflow should prepare a valuable human interaction, not pretend that automated contact is the entire sale.
Is it for you?
Best for
It is best for relationship-led sales teams with reliable data signals and recurring opportunities across an existing ecosystem.
Not ideal for
It is not ideal for cold mass outreach where the signal, consent, or relevance of the communication is weak.
From the transcript
“we can point something out, but if you don't go do anything about it, then it's really not doing you a whole lot of good.”
“If we can automate that and have it doing it for you in the background, then it allows you to jump in at stage, you…”
“I really do think a lot of it is still relationship based, you know.”
From the episode
Mortgage Magic ft. MMI CEO Ben Teerlink
MMI CEO Ben Teerlink