Khalid Fakhouri, PMP (@khalidfakhouri) header
Khalid Fakhouri, PMP (@khalidfakhouri) profile picture

Project Management Professional (#PMP) | Head of Procurement @uSharjah | #Engineering | #Procurement | #Construction | EPC | MEP | ELV | ICT

Dubai, United Arab Emirates
Joined November 2010
Photo by Khalid Fakhouri, PMP (@khalidfakhouri)Photo by Khalid Fakhouri, PMP (@khalidfakhouri)Photo by Khalid Fakhouri, PMP (@khalidfakhouri)Photo by Khalid Fakhouri, PMP (@khalidfakhouri)Photo by Khalid Fakhouri, PMP (@khalidfakhouri)Photo by Khalid Fakhouri, PMP (@khalidfakhouri)Photo by Khalid Fakhouri, PMP (@khalidfakhouri)Photo by Khalid Fakhouri, PMP (@khalidfakhouri)Photo by Khalid Fakhouri, PMP (@khalidfakhouri)Photo by Khalid Fakhouri, PMP (@khalidfakhouri)
1/4 Imagine a procurement agent with valid authority, correct approval routing and a complete audit trail. It selects the wrong supplier. Nobody bypassed an approval. Someone corrupted the supplier history the agent trusted.
1
73
3/4 PPHM treats corrupted agent memory as a procurement records problem. Ask where the supplier assessment came from, who could change it and what supports it. The approval chain begins earlier than the approval screen.
1
12
4/4 Before asking whether an agent was authorised to decide, ask what it was allowed to treat as true. Delegated authority built on manipulated records can produce an authorised mistake at machine speed. My book: amazon.com/dp/B0HB4RPTP5
5
1/4 Ask AI to turn a procurement policy into executable rules. Then ask it to write the tests. Everything passes. What have you proved: that the system follows your policy, or that the AI made the same interpretation twice?
1
53
3/4 PPHM requires expected outcomes to be approved independently. Test who may act, under which conditions, with which exceptions. Every executable condition needs an approved source. Every approved exception needs a test.
1
13
4/4 Passing tests can establish that software behaves as specified. Someone still has to establish that the specification preserves the approved intent. Who owns that comparison? The Procurement Policy Hacking Manual: amazon.com/dp/B0HB4RPTP5
6
1/4 Imagine a procurement agent authorised to commit 10,000 per transaction. It makes 100 commitments. Every transaction passes its approval check. The organisation now owes 1 million. Which approval controlled that exposure?
1
140
3/4 PPHM gives the agent an aggregate commitment budget alongside its transaction limit. Each commitment consumes that budget. Once exhausted, the next commitment requires escalation, even if its individual value is small.
1
7
4/4 An agent can remain inside every transaction limit while exceeding the exposure leadership intended. Authority needs a value, a scope and a time horizon. I explore this in The Procurement Policy Hacking Manual: amazon.com/dp/B0HB4RPTP5
6
Khalid Fakhouri, PMP retweeted
Help people depend on each other, not on you. Eliminate dependencies so you can learn new skills and do new things.
1
5
2,565
Khalid Fakhouri, PMP retweeted
My wife bought the best hair dryer I've ever used. You know how? She asked her professional hairdresser what she recommended. Seek input from experts.
3
14
2,554
Khalid Fakhouri, PMP retweeted
Too much happy talk makes us frauds. Are you pretending to be happy? A little pretending can prime the pump. Constant pretending means we're fake.
3
10
2,538
Khalid Fakhouri, PMP retweeted
Describe the world where your purpose is fulfilled. Cowardly leaders hide, lie, and make self-serving, self-protective decisions. Passion fuels boldness. Leaders with passion speak up, lean in, and make mission-driven decisions.
2
6
1,679
Khalid Fakhouri, PMP retweeted
A leader you can follow... Fully embraces organizational values. Speaks well of those in authority. Supports an ethical board's decisions. Publicly stand with decision where there was private disagreement.
2
16
2,228
Khalid Fakhouri, PMP retweeted
Learn how to say no with gentleness and clarity. Those who can’t say no have lost themselves.
4
12
2,943
Khalid Fakhouri, PMP retweeted
Happiness feels like: Connectedness... Relationships that feel trustworthy, supportive, energizing, and challenging.
1
12
2,143
Khalid Fakhouri, PMP retweeted
Don't turn back. The path you didn't take always seems easier than the one you took.
3
12
2,038