Across the GCC, construction procurement teams are being asked to run 2025-scale tender volumes on tools designed for a slower era: spreadsheets, email threads, and shared folders. The pipeline isn’t the problem, the process is. When a single tender takes three to four months to run manually, and a firm has dozens live at once,...
Every procurement leader wants the same thing from AI supplier management: clean certificates, reliable suppliers, and no last-minute surprises. The reality is usually the opposite. Supplier information lives everywhere, PDFs in inboxes, renewals buried in folders, contract terms hidden in fine print, and supplier risks tend to surface only after the damage is done. When...
Procurement leaders keep saying the same thing: cycle times aren’t the real bottleneck — dirty data is. Poor indirect spend visibility doesn’t announce itself; it erodes quietly until a team realizes reporting on “what we buy, from whom, and at what spec” has become a monthly debate instead of a daily fact. That was the...
Giga project procurement is now judged on a single question: can it keep the program on schedule? In the GCC’s mega-programs, new cities, transport corridors, stadiums, tourism destinations, a milestone slip is a national, visible event. Savings still matter, but a 3% cost reduction means little if the project slips 30 days. That shift has...
The promise of AI in procurement has hit a stubborn wall. The promise of AI in procurement has collided with a stubborn reality: 95% of enterprise AI pilots deliver no measurable ROI, according to MIT’s 2025 State of AI in Business study, even after $30–40 billion in enterprise investmentt. Most teams are stuck in proof-of-concept,...
Most procurement teams discover the same thing the moment their first AI tool touches tail spend: it falls apart. Not because the algorithm is weak, but because tail-spend management is, at its core, a data problem the AI was never given a chance to solve. Tail spend is the long list of low-value, high-volume purchases,...
If you run procurement, 2025 quietly rewrote what “good” looks like. Annual supplier reviews stopped being enough. AI pilots stalled the moment they hit untidy spend. Big-bang software rollouts lost the room to faster, smaller wins. And the board stopped asking only about savings. None of these were isolated trends. Underneath each one sits the...
If your supplier review is an annual event, collect data, fill scorecards, present, file away, you are managing risk on a delay. The problem is structural, not effort: a once-a-year snapshot tells you what a supplier did six to twelve months ago, not what they are about to do. That delay is expensive. Financial instability,...
A board member asks you, six months after you awarded a $15M contract: “Why did we choose Supplier B over Supplier A?” You open the Excel evaluation. There are scores, weights and a ranking. But the logic behind them, why quality scored a 7, who decided delivery should carry 20%, what an “8 for innovation”...
Most procurement teams run a supplier risk program that produces a tidy scorecard and still get caught out. The risk deck looks perfect while operational procurement keeps issuing emergency POs to suppliers nobody re-vetted. That gap, between a supplier risk management process that scores suppliers and one that actually reduces real-world risk, is where the...
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