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LEAN startups - what happens when
you put HARDWARE into the mix?
au·gu·ry / ˈôɡ(y)ərē / [aw-gyuh-ree]
a sign of what will happen in the future; prediction.
the work of an augur; the interpretation of omens.
Gal Shaul, CTO at
AVOIDED$130,000 damage
PREDICTIVE MAINTENANCE
$COSTOFDEGRADATION
5 - 10x
2 - 3x
70 - 100x
TIME
COST OF WAITING
NORMAL MONITOR ALARM DANGER
12%
88%
*DOE - Federal Energy Management Program - Operations & Maintenance Best Practices
for machines
MALFUNCTION DICTIONARY
MECHANICAL DIAGNOSTIC ALGORITHMS
PORTABLE
DIAGNOSTICS DATA
SMART MANAGEMENT PLATFORM
CONTINUOUS
MONITORING DATA
EVERYTHING THAT HAS MOVING PARTS
LEAN?LEAN STARTUP
lean startup /
customer development
LEAN?LEAN STARTUP
fast iterations
lots of feedback
LEAN STARTUP
LEAN STARTUP
min effort MAX learning
CUSTOMER DEV agile software dev
hard
LEAN STARTUP
Phase 1
Research / MVP1
Removes bias | maximizes learning
stick to the process
Talk to everyone | Fast iterations
get out of the building
What | Who | Why
three questions
RESEARCH BUILD MEASURE LEARN
ECO-SYSTEM
VALUE MAP
RESEARCH BUILD MEASURE LEARN
RESEARCH BUILD MEASURE LEARN
BEFORE
AFTER
RESEARCH BUILD MEASURE LEARN
ID ENG. MECH, EE MVP
RESEARCH BUILD MEASURE LEARN
NODE
HTTPS
MQTT
ADAPTER SPARK
S3
DEEP
LEARNING
FAULT
DETECTION
ALERT
MANAGER
RESEARCH BUILD MEASURE LEARN
RESEARCH BUILD MEASURE LEARN
leverage them to define your product
approach larger customers
user interviews | usage metrics
collect data
large chance of messing up | build a relationship
start with smaller test-sites
ALPHA
Phase 2
MVP2
BUILD MEASURE LEARN
AUGUSCOPEBUILD MEASURE LEARN
BUILD MEASURE LEARN
BUILD MEASURE LEARN
BUILD MEASURE LEARN
SMART MANAGEMENT PLATFORM
BUILD MEASURE LEARN
BUILD MEASURE LEARN
involve existing customers | move fast, iterate |
user-testing in real life
now start the design process
tracked usage, engagement, ROI | success stories
you’ve proven the value
BETA
BUILD MEASURE LEARN
now make it a product
you’ve validated the design
SCALE
small/large scale manufacturing | still a lot more to learn - iterate
tracked usage, engagement | multiple iterations
BUILD MEASURE LEARN
BUILD MEASURE LEARN
EXPERT
APPROVAL
MACHINE
LEARNING
TREND
ANALYSIS
BUILD MEASURE LEARN
SUMMARY
• plan two steps ahead
• focus on the next step
• be prepared to move
one step back
it’s all about balance
• be ready for everything
• all is not lost
always carry
pliers and superglue
LETS CONTINUE THE DISCUSSION
gal@augury.com
Thank you!

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