Blockchain-Enabled Decision Intelligence for Post-Implementation ERP Value Realization: A Framework for Trust, Process Transparency, Smart Contracts, and Enterprise Performance Optimization
This paper proposes a four-layer framework integrating blockchain infrastructure and decision intelligence to address post-implementation ERP value realization challenges by enhancing data trust, process transparency, and automated governance through smart contracts.
Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer
Imagine you are running a massive, chaotic lemonade stand that has grown into a global empire. You have teams for buying lemons, squeezing juice, managing money, and delivering cups. To keep track of everything, you use a giant digital notebook called an Enterprise Resource Planning (ERP) system. It's supposed to be the "single source of truth," but in reality, it's often a bit like a group chat where everyone can edit the history. If the finance team changes a number to fix a mistake, the supply chain team might not see it for days. By the time they do, they might have already ordered too many lemons. This lag creates a "trust gap": nobody is 100% sure the numbers are real, so big decisions get delayed or made on shaky ground.
Now, imagine two new tools that could fix this. First, there's Blockchain. Think of this not as a cryptocurrency, but as a magical, unbreakable glass ledger. Once you write a transaction in it, it's sealed with a special digital wax that can never be melted or changed. If someone tries to sneakily edit a past entry, the whole glass shatters, and everyone knows. Second, there's Decision Intelligence. This is like having a super-smart co-pilot that doesn't just show you yesterday's sales (like a regular report) but uses those numbers to predict tomorrow's weather and tell you exactly how many lemons to buy right now. The big question is: What happens if you combine the unbreakable glass ledger with the super-smart co-pilot? Does it finally make the lemonade empire run smoothly, or is it just a fancy idea?
This is exactly what Joshua Babatola's paper explores. The author argues that while we have great technology for recording data (ERP) and great technology for analyzing it (Decision Intelligence), they often fail to work together because the data itself isn't trusted enough. The paper suggests that Blockchain acts as the necessary foundation to make the data trustworthy, which then allows Decision Intelligence to actually work properly.
The paper doesn't claim to have built a working lemonade empire yet; instead, it builds a conceptual framework—a blueprint for how these technologies should fit together. It proposes a four-layer system:
- The Data Layer: The actual business operations (buying, selling, hiring) happening in the ERP.
- The Blockchain Middleware: The "glass ledger" layer that sits underneath, sealing every transaction so it can't be tampered with.
- The Decision Intelligence Layer: The smart brain that reads the sealed, trustworthy data to make predictions and alerts.
- The Governance Layer: The dashboard where leaders see the results, knowing the numbers are real.
The paper finds that by using Smart Contracts (which are like automatic vending machines that only release money if the conditions are met) within this blockchain layer, companies can stop waiting days to reconcile accounts. Instead of waiting for a manual check, the system automatically verifies everything. The author suggests this could shrink the time it takes to reconcile accounts from 5–10 working days down to 1–3 working days, and turn "moderate" trust between departments into "high" trust.
However, the paper is careful to note that this is a theoretical proposal, not a finished product tested in a real factory. The author admits that while the idea makes sense on paper, we don't yet have hard proof from real-world companies that this specific combination works perfectly everywhere. The paper explicitly rules out the idea that blockchain is a magic bullet that fixes everything on its own; without the "smart co-pilot" (Decision Intelligence) to use the data, the glass ledger is just a very expensive, unchangeable diary. Conversely, without the glass ledger, the smart co-pilot is just guessing based on unreliable numbers.
Ultimately, the paper suggests that for companies to get real value from their expensive software years after they first install it, they need to treat "trust" as something they engineer into the system, not just hope for. By locking the data in a blockchain and feeding it to a decision intelligence system, organizations might finally stop arguing over whose numbers are right and start making faster, better decisions. But until real companies try this out and share the results, this remains a very promising, well-reasoned map rather than a completed journey.
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