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transcript
High-level risk assessment
APM Risk Conference, 25 Jan 2018
Simon White, Risk Consultant
High-level risk assessment
• Risk assessment
• Some examples
– Example 1: £4bn, 6 years
– Example 2: £5bn, 5 years
– Example 3: £50m, 1.5 years
– Example 4: £50m, 1 years
– Example 5: £50m, 0.5 years
• Level of detail
• Logic / complexity
• Correlation
RISK ASSESSMENT
Ways to assess risk
• Techniques to help assessment
Credit: from Centrica Energy’s PACE guidelines.
Quantitative risk assessment
• Never been done before
• Challenging conditions
• Uncertain regulations
• Early phase
• Been done before
• Easy conditions
• Established regulations
• Mid-execution
P10P50
P90
Base
P10P50
P90
Base
• “Cheaper but
more risky”
• “More expensive,
less risky”
Quantitative risk assessment
• Given the risk as we have expressed it:
– How much overall contingency is likely needed?
– Where is it likely needed?
– And when?
– What’s our biggest risk at P50?
– At P90?
– What contractual incentivisations are appropriate?
– How valuable is response x?
EXAMPLES
Example 1
• ~£4bn, ~6 years
• Challenges:
– Extreme weather
– Very heavy single lift
– Two-week installation season
each year
Example 1
• ~20 cost lines
• Each cost split:
– Time-dependent part
– Non-time-dependent part
Example 1
• ~50 activities
• Lag tasks
• “Carryover” logic
Example 2
• >£1bn, ~5 years
• ~900 activities.
Example 2
• Rolling up risk
– We heavily rolled up the offshore hookup work.
– Mid-execution, when the hookup work had more detail, we used
the summary curve of the detailed hookup progress data, to
inform the risk assessments on our high-level bars.
Example 3
• ~£50m, ~18 months
• 1,600 activities
• Challenges:
– Inconsistent level of detail
– Planned in hours, not days
– Unrealistic logic
– Two distinct projects in P6, with duplicated
common activities
Example 3
• Many constrained dates
Example 3
High level of detail
Example 3
• Master execution schedule had 1,600 activities.
• We managed to prune it down to 900, by:
– Removing activities in the past
– Dissolving milestones
– Rolling up sequential work
Example 4
• ~£50m, ~1 year
• 500 activities
• Challenges:
– Planned in hours, not days
– Schedule logic quality
• We “rolled up” to 112 activities
• 40 cost lines
Example 4
• Rolling up by hand
Example 4
• Rolling up by hand
Example 5
• ~£50m, ~6 months
• 400 activities
Example 5
• Semi-qualitative scoring
TYPEIMPACT
LEVELDEFINITION
1Green
(low)
High Confidence of achieveving within 5 days of
Forecast Milestone
2Amber
(medium)
Confidence level with in 6 to 25 days delay to
Forecast Milestone
3Red
(high)> 25 days delay to Milestone
1Green
(low)Less than 25% probability
2Amber
(medium)Between 25% and 75% probabiilty
3Red
(high)More than 75% probabilityP
RO
BA
BIL
ITY
CRITICALITY
SC
HE
DU
LE
Example 5
• Risk against external dates
Example 5
• Schedule confidences for individual sections
LOGIC / COMPLEXITY
Logic challenges
• Too much schedule detail
• Finish-driven logic
• Different calendars
• Too much cost detail
• Too much risk detail
Logic solutions
• “Roll up” activities and logic
– Use leads / lags
• Use forward-driven logic
– Use “stretching” (aka “non-contiguous scheduling”)
• Simplify calendars
– Aim for none at all, except windows / seasons
• “Roll up” costs
– Spread over hammocks
• Try and simplify risks
– Combine risks, focus on significant risks
Uncorrelated risk impacts
• Overall probability vs individual probabilities
– Individual probability 𝑝:
– Where:
• 𝑃 is the overall probability
• 𝑛 is the number of impacts
𝑝 = 1− 1− 𝑃 1𝑛
Uncorrelated risk impacts
• Example: Risk of equipment delay
– Impacts three procurement activities
– Impacts are uncorrelated
– Overall probability is 60%
Risk with uncorrelated impacts
Overall
probability
Number of
impacts
Chance of at
least one
impact
Chance of
no impacts
Chance of
not each
impact
Chance of
each impact Notes
001 Equipment delay 60% 3 60.0% 40.0% 73.7% 26.3% Probability was assessed as overall chance
… …
Distribution shapes
• Use the uniform distribution, or better
Single value 1-point estimateMore knowledge /
less uncertainty
Beta Pert(larger shape parameter,
default shape parameter of 4)
3-point estimate
Triangle / Trigen 3-point estimate
Beta Pert(smaller shape parameter)
3-point estimate
Uniform 2-point estimateLess knowledge /
more uncertainty
Credit: from Centrica Energy’s QRA training manual
LEVEL OF DETAIL
Level of detail
• As examples
• Top down vs bottom up
• Consistency
• Correlation
CORRELATION
Correlation and level of detail
Correlation and level of detail
• Roll a die
Correlation and level of detail
• Roll 2 dice
• Roll 3 dice
Correlation and level of detail
• and more …
Correlation and level of detail
P90 = 98 would be 135
SUMMARY
High-level risk assessment
• Summary
– Keep perspective
– Keep high level
– Balance correctness and manageability
• Big project with …
– … a few big activities, a few big costs
– … lots of activities, lots of costs
• Care with words!
– “High-level assessment” vs “high level of detail”
– “Bring forward” vs “go forwards”
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