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Sourcing Readiness Checklist: Why Procurement Needs Economic Theory Before the RFP
Launching an RFP may create the illusion of progress. It may also lock unresolved decisions into supplier assumptions, different bid prices, and a long series of change requests. This is the sort of case the checklist is designed to examine before the tender begins.

Sergii Dovgalenko
Nov 25 min read


AI contracting: a greenfield planted with wishful thinking
Before accepting a promise of truthful AI, I would want to know who tests it, what evidence it is tested against, and whose decision applies if the results are disputed.

Sergii Dovgalenko
Oct 303 min read


Procurement Team Calculator: A First Step Towards the Procurement Control Tower
I see procurement capacity planning as one component of a wider Procurement Control Tower. It connects incoming tasks and existing commitments with the resources needed to deliver them. We can start developing that component even before reliable operational data is available.

Sergii Dovgalenko
Oct 294 min read


Property Rights Theory in IT Outsourcing
If both parties invest, who should own the resulting assets?

Sergii Dovgalenko
Oct 185 min read


Why Transaction Cost Economics Belongs in a Sourcing Readiness Checklist
Including TCE analysis at the sourcing readiness stage matters because specifications and sourcing scenarios follow from the key category management decision - Make vs Buy.

Sergii Dovgalenko
Sep 302 min read


Annual Procurement Plan in Microsoft 365: From Excel to a Live Sourcing Schedule
An annual procurement plan becomes useful when it tells the team when to start each sourcing event, who owns the next action, and whether a need-by date is at risk.
A spreadsheet exchanged by email can hold the original demand, but it is a weak system of record for continuing updates.

Sergii Dovgalenko
Sep 262 min read


Process Automation Coach: Plan Before You Build
"Streamlining Workflow: A Process Automation Coach transforms a pile of tasks into an efficient, automated system for seamless order management." A manager emails a purchase request to a director. The director replies “OK”. Procurement acts on it. Simple enough—until someone asks which version of the request was approved, when the decision was made, or where to find the record. Then the team searches Outlook, forwards a few messages, and tries to reconstruct the process from

Sergii Dovgalenko
Sep 253 min read


Procurement Lessons from the Zimmer Biomet SAP S/4HANA dispute
Procurement creates the greatest value before delivery becomes urgent. Once the program is late, operationally disruptive, and integrator-dependent, most contractual provisions become reactive channels for documenting problems rather than preventing them.

Sergii Dovgalenko
Sep 65 min read


From Shelfware to Token Overuse: The New Economics of Software Inflation
Shelfware taught procurement to ask whether software was being used.
Consumption pricing requires another question:
Is the additional usage still worth what we are paying for it?

Sergii Dovgalenko
Aug 318 min read


Mastering Workflow Optimization with Microsoft 365
You start with a simple idea: automate a few tasks, save some time, and suddenly you’re drowning in complexity. But there’s a way out: use Microsoft 365 - it’s not just a suite of office apps; it’s an open buffet for workflow optimization, which is already there with you no matter what.

Sergii Dovgalenko
Jul 286 min read


Understanding Procurement Decision DNA: A Guide for Professionals
I hope the assessment encourages reflection—not on whether you're a better procurement professional than someone else, but on the multidimensional complexity of procurement decisions.

Sergii Dovgalenko
Jul 215 min read


Beyond Prompt Engineering: Organizational Intelligence as the Source of Competitive Advantage
Most discussions about artificial intelligence have focused on comparing foundation models. More recently, the debate has shifted toward prompt engineering. Entire consulting offerings now promise better business outcomes through better prompts. The Rise of Organizational Intelligence The language model is becoming the most commoditized component of the solution. As foundation models become increasingly accessible and technically comparable, competitive advantage is shifting

Sergii Dovgalenko
Jul 163 min read


Evidence Engineering: Why AI CV Optimization Needs More Than Your CV
Ultimately, the goal is not to produce the most impressive CV. The goal is to produce the strongest CV that remains completely supported by the candidate’s own experience.

Sergii Dovgalenko
Jul 125 min read


The Truth About AI Expertise in Procurement: It's Not Just the Prompt
If expertise could be created through prompting, organizations using the same models and similar prompts should produce broadly similar recommendations.

Sergii Dovgalenko
Jun 173 min read


Why I Ended Up Shaping My Procurement Persona While Building The HITSS Solution.
A corpus answers the question: “What do I know?” A persona answers the question: “How do I think and judge?” The combination is significantly more powerful than either component individually.

Sergii Dovgalenko
Jun 125 min read


AI-enabled IT Sourcing Strategy Tool for Procurement Professionals
What makes sourcing analysis difficult in real life is rarely a lack of information. Usually, the difficult part is interpretation.

Sergii Dovgalenko
Jun 54 min read


Why SaaS Renewals Matter: A Strategic Procurement Guide
SaaS renewals should not be treated as an administrative activity. They are leverage events. In many companies, the renewal cycle becomes the only realistic opportunity to reassess platform strategy, challenge pricing structures, eliminate inactive subscriptions (shelfware,)
review duplicated functionality, negotiate scale-down rights,
benchmark commercial conditions,
reconsider sourcing strategy,
or reassess vendor dependency.

Sergii Dovgalenko
Jun 25 min read


Prompt Engineering for Educational GPT
It always amuses me when people post "use my prompts", which sounds to me like "skip time on a diagnosis, take my medicine."

Sergii Dovgalenko
May 313 min read


Fighting Blindfolded or Informational Asymmetry in Procurement
Ultimately, one of the most important procurement questions is not “Which supplier is cheapest?” but rather “What does the supplier know that we do not?”

Sergii Dovgalenko
May 295 min read


Transforming Meeting Management with Microsoft 365
The opportunity is usually not another platform purchase. The opportunity is operational integration and administrative simplification.

Sergii Dovgalenko
May 223 min read
Procurement, AI, and Business Automation Insights
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