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des@spatz.ai | spatz.ai & spatzai.com | Desmond Sherlock
SpatzAI - Intervention toolkit to resolve
micro-conflict behavior in teams
OUR VISION
Radically improve team collaboration by
sufficiently protecting members
from micro-conflict behavior
during disagreements.
“Conflict is an escalation of a disagreement...characterized by…
conflict behavior...actively trying to damage one another.”
[Prof Michael Nicholson – Conflict (process) -- Wikipedia]
“Psychological safety is an atmosphere where one can take
chances……….without fear and with sufficient protection.“
[Edgar Schein & Warren Bennis 1965 – Psychological Safety - Wikipedia]
OUR MISSION
Create an AI intervention
toolkit to resolve micro-
conflict behavior in teams
ie. spats. Collating the real-
world data, to compare
team behavior with their
work performance.
“Build a culture of stopping to fix
problems to get the quality right
the first time.“
The fifth principle of
the Toyota Way
Minor infractions are
too small to make an
official complaint
MICRO-
CONFLICT
If no procedure to tackle
minor conflict, we tend to
“let it go” & gossip later
INSUFFICIENT
PROTECTIONS
Unchecked, misconduct
& gossip can continue to
escalate to toxic conflict
SPATS CAN
ESCALATE
THE PROBLEM
Micro-conflict Behavior in Teams
THE SOLUTION
Micro-conflict
Intervention
Agreement
3-Step
Intervention
App
Real-world Data
Collection for
Machine Learning
Independent
Peer Review
Network
Intervention Toolkit to Resolve Micro-conflict
MANAGE MODERATE MITIGATE MONITOR
Team members agree that when one feels
uncomfortable or offended, one can verbally
caution any perceived micro-conflict behavior.
If the caution is acknowledged they move on.
If the caution is challenged or ignored, she
can later use the SpatzAI 3-Step App below, to
document & try resolve their Spat or Dispute
On the 3rd attempt, unresolved Conflicts are posted
automatically on the SpatzAI Peer Review Network,
to be reviewed & a recommendation is made
HOW IT WORKS
or
or or and
post
Caution…
The SpatzAI app will collate, monitor and measure the data from the team Spats, Disputes, and
Conflicts. The AI machine learns from the real-world data, comparing the team’s conflict behavior
performance with the team’s overall work performance.
SPATZ AI & ML DATA
TEAM ‘XYZ’ WEEKLY SPATZ DATA: *Illustrative/speculative data only
1. SPATS 124 75 Resolved (60.5%)
2. DISPUTES 49 35 Resolved (28.2%)
3. CONFLICTS 14 10 Resolved (8.1% )
4. NETWORK VOTES 4 3 Resolved (2.4% )
5. UNRESOLVED 1 1 Unresolved(0.8%)
(49 unresolved went to step 2)
(14 unresolved went to step 3)
(4 unresolved went to step 4)
(1 unresolved went to step 5)
(Recommendation made)
Our initial focus is proving the concept with some teams within
the an organization. All participating team members will form
the SpatzAI Peer-review Network.
OUR MARKET – B2B
*1 MONTH FREE TRIAL
BUSINESS MODEL - B2B
USERS
4,500
$70,000
SAAS COST TO COMPANIES
$500/MONTH (up to 400 users)
$19/MONTH/TEAM (up to 10 users)
$500,000
25,000
1ST YEAR 2ND YEAR
Cost per user $22.80 per year
Cost per user $15 per year
SME
PLAN
CORPORATE
PLAN
400
4000
REVENUE
USERS
Desmond Sherlock
Co-founder of Tripcover.au (AU 10 years)
Co-founder of Pablow Inc. (USA 6 years)
Industrial Designer
Author of: Rethink Perfect - and the Art of
Moderating Our Own Disputes. (2012)
THE TEAM
Psychology Research Assistant AI & ML Data Scientist
To Be Announced To Be Announced
Contact: Desmond Sherlock
Website: Spatz.ai
Email: des@spatz.ai
Blog: Object123.com
Linkedin: linkedin.com/in/tripcover
Disclaimer: The information contained in this pitch
is speculative and needs to be tested and should only
be used in agreement with all team members.
Thanks for watching
our presentation.

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SpatzAI Toolkit to Resolve Micro-conflict in Teams

  • 1. des@spatz.ai | spatz.ai & spatzai.com | Desmond Sherlock SpatzAI - Intervention toolkit to resolve micro-conflict behavior in teams
  • 2. OUR VISION Radically improve team collaboration by sufficiently protecting members from micro-conflict behavior during disagreements. “Conflict is an escalation of a disagreement...characterized by… conflict behavior...actively trying to damage one another.” [Prof Michael Nicholson – Conflict (process) -- Wikipedia] “Psychological safety is an atmosphere where one can take chances……….without fear and with sufficient protection.“ [Edgar Schein & Warren Bennis 1965 – Psychological Safety - Wikipedia]
  • 3. OUR MISSION Create an AI intervention toolkit to resolve micro- conflict behavior in teams ie. spats. Collating the real- world data, to compare team behavior with their work performance. “Build a culture of stopping to fix problems to get the quality right the first time.“ The fifth principle of the Toyota Way
  • 4. Minor infractions are too small to make an official complaint MICRO- CONFLICT If no procedure to tackle minor conflict, we tend to “let it go” & gossip later INSUFFICIENT PROTECTIONS Unchecked, misconduct & gossip can continue to escalate to toxic conflict SPATS CAN ESCALATE THE PROBLEM Micro-conflict Behavior in Teams
  • 5. THE SOLUTION Micro-conflict Intervention Agreement 3-Step Intervention App Real-world Data Collection for Machine Learning Independent Peer Review Network Intervention Toolkit to Resolve Micro-conflict MANAGE MODERATE MITIGATE MONITOR
  • 6. Team members agree that when one feels uncomfortable or offended, one can verbally caution any perceived micro-conflict behavior. If the caution is acknowledged they move on. If the caution is challenged or ignored, she can later use the SpatzAI 3-Step App below, to document & try resolve their Spat or Dispute On the 3rd attempt, unresolved Conflicts are posted automatically on the SpatzAI Peer Review Network, to be reviewed & a recommendation is made HOW IT WORKS or or or and post Caution…
  • 7. The SpatzAI app will collate, monitor and measure the data from the team Spats, Disputes, and Conflicts. The AI machine learns from the real-world data, comparing the team’s conflict behavior performance with the team’s overall work performance. SPATZ AI & ML DATA TEAM ‘XYZ’ WEEKLY SPATZ DATA: *Illustrative/speculative data only 1. SPATS 124 75 Resolved (60.5%) 2. DISPUTES 49 35 Resolved (28.2%) 3. CONFLICTS 14 10 Resolved (8.1% ) 4. NETWORK VOTES 4 3 Resolved (2.4% ) 5. UNRESOLVED 1 1 Unresolved(0.8%) (49 unresolved went to step 2) (14 unresolved went to step 3) (4 unresolved went to step 4) (1 unresolved went to step 5) (Recommendation made)
  • 8. Our initial focus is proving the concept with some teams within the an organization. All participating team members will form the SpatzAI Peer-review Network. OUR MARKET – B2B
  • 9. *1 MONTH FREE TRIAL BUSINESS MODEL - B2B USERS 4,500 $70,000 SAAS COST TO COMPANIES $500/MONTH (up to 400 users) $19/MONTH/TEAM (up to 10 users) $500,000 25,000 1ST YEAR 2ND YEAR Cost per user $22.80 per year Cost per user $15 per year SME PLAN CORPORATE PLAN 400 4000 REVENUE USERS
  • 10. Desmond Sherlock Co-founder of Tripcover.au (AU 10 years) Co-founder of Pablow Inc. (USA 6 years) Industrial Designer Author of: Rethink Perfect - and the Art of Moderating Our Own Disputes. (2012) THE TEAM Psychology Research Assistant AI & ML Data Scientist To Be Announced To Be Announced
  • 11. Contact: Desmond Sherlock Website: Spatz.ai Email: des@spatz.ai Blog: Object123.com Linkedin: linkedin.com/in/tripcover Disclaimer: The information contained in this pitch is speculative and needs to be tested and should only be used in agreement with all team members. Thanks for watching our presentation.