Element FolioElement FolioAdvanced Materials Intelligence
⌕
LearnVideosCalculatorsTools
PSEMIC ERP ↗

Element Folio

Author: Elementfolio

  • CoSi Nanoflakes Point to a Possible Alternative to Copper for Nanoscale Interconnects

    A September 2026 Nature Materials study reports single-crystalline cobalt monosilicide (CoSi) nanoflakes with an unusual thickness-dependent resistivity trend: instead of becoming more resistive as dimensions shrink, the reported CoSi structures showed lower resistivity as thickness decreased into the nanoscale range.

    Why this matters

    Copper is the dominant interconnect metal in modern electronics, but its effective resistivity rises as interconnect dimensions become very small because electron scattering at surfaces, interfaces and grain boundaries becomes increasingly important. That scaling problem is one reason researchers continue to investigate alternative conductors.

    What the study suggests

    The reported CoSi nanoflakes were single crystalline and demonstrated high reliability, making them interesting for advanced interconnect research. If such performance can be reproduced in manufacturable structures, CoSi could become relevant where conventional copper scaling is increasingly difficult.

    What remains uncertain

    A promising material property is only one part of semiconductor integration. Deposition route, patterning, contact resistance, interfaces, thermal budget, compatibility with existing process flows, defect control and wafer-scale economics will determine whether a laboratory result can become a production technology.

    Element Folio view

    The important point is not that CoSi has “replaced copper,” but that interconnect scaling is becoming a materials problem as much as a lithography problem. Alternative conductors that behave differently at small dimensions deserve close attention.

    Primary source: Chen, J. et al., Nature Materials (2026), DOI 10.1038/s41563-026-02740-1.

  • Project Cost Control: Connecting Estimate, Purchase Orders, Expenses and Progress

    Project cost control works best when budget, commitments, actual cost and progress come from connected processes rather than manually assembled spreadsheets.

    Start with the baseline

    The approved estimate establishes the cost baseline. It should be structured by cost code, work package or activity so later spending can be compared against the same framework.

    Capture commitments early

    Purchase orders and subcontracts show financial exposure before invoices arrive. Including commitments prevents a false sense of available budget.

    Collect actual cost

    Invoices, expenses, payroll, inventory consumption and other transactions form actual cost. Project coding should happen at source rather than during month-end reconciliation.

    Connect progress

    Progress enables earned-value metrics and forecast updates. When progress and cost are linked to the same baseline, managers can distinguish simple cash timing from true performance variance.

    Forecast continuously

    Cost control is forward-looking. Estimate to Complete and Estimate at Completion should be updated as scope, productivity and procurement conditions change.

  • Approval Workflows in ERP: Levels, Roles, Escalation and Audit Trail

    Approval workflows convert policy into system behavior. Instead of relying on email chains, a document moves through defined reviewers based on module, amount, project, role or risk.

    Approval levels

    A simple process may require one approver. Larger transactions can require sequential Level 1, Level 2 and Level 3 approval, with different people or departments assigned to each stage.

    Role vs named approver

    Role-based rules are easier to maintain when staff change; named approvers are useful when accountability must be explicit. Many systems use a combination.

    Exceptions and escalation

    Workflows should define what happens when an approver is absent, a value exceeds a threshold or a document is rejected. Delegation and escalation prevent approvals from becoming bottlenecks.

    Auditability

    A good approval record captures who acted, when, what version was reviewed and whether comments were added. This creates a stronger control environment than informal messages.

  • AI Document Intelligence in ERP: From Uploaded PDF to Structured Workflow

    AI document intelligence turns unstructured files such as enquiries, purchase orders, invoices and delivery notes into structured data that can enter an ERP workflow. The objective is not simply OCR—it is controlled extraction tied to business rules.

    Typical workflow

    A user uploads a document. The system identifies the document type, extracts fields and line items, checks confidence and maps the result to clients, suppliers, projects or items. A human reviews uncertain fields before the transaction is created.

    What AI can extract

    Useful fields include document number, date, supplier or client, currency, tax information, delivery terms, line descriptions, quantities, unit rates and totals.

    Why validation is essential

    Documents contain inconsistent layouts, scans, stamps, handwritten notes and ambiguous descriptions. High-confidence automation still needs exception handling and a clear audit trail showing what was extracted and what was corrected.

    Operational value

    When document intake is connected to workflow, an enquiry can become a quotation opportunity, a client PO can open a project, and a supplier invoice can enter approval with less retyping.

  • GRN and Partial Receipts Explained: Connecting Procurement to Inventory and Invoices

    A Goods Received Note (GRN) records what was actually received against a purchase order. It is a key control point between procurement, inventory, project delivery and supplier invoicing.

    Why partial receipts matter

    Suppliers often deliver purchase orders in stages. A useful GRN process therefore records line-level quantities received, accepted, rejected and still outstanding rather than simply marking the whole PO as complete.

    Stock items vs project items

    Stock items may increase warehouse inventory, while project-specific items can be received directly against a project or designated storage location. The accounting and ownership logic should remain traceable.

    Three-way matching

    Many organizations compare the purchase order, goods receipt and supplier invoice before payment. The PO shows what was ordered, the GRN shows what arrived, and the invoice shows what is being billed.

    Data quality

    Item code, unit of measure, quantity, project, supplier and PO reference should remain consistent through the process. Good master data reduces manual corrections later.

  • Project Requisitions and Inventory Allocation: Avoiding Duplicate Purchasing

    A project requisition should not automatically become a purchase order. The first question is whether the required material already exists in stock or has already been allocated to the project.

    Demand starts with the requirement

    The requisition records what the project needs, when it is needed and for which activity or cost code. That demand can come from an estimate, bill of quantities, work package or field request.

    Check availability before procurement

    An integrated system can compare the requirement against available stock, reserved stock and material already committed on open purchase orders. Items on hand can be allocated; only the shortage should move to procurement.

    Allocation is not the same as physical issue

    Allocation reserves material for a project without necessarily moving it. Issue or consumption occurs later when the item physically leaves stores or is installed.

    Why this matters

    Without allocation logic, different projects may believe the same stock is available or buyers may order items that already exist. Linking requisitions, inventory and purchasing reduces duplicate procurement and improves cash control.

    Related application: A practical ERP workflow checklist for UAE MEP contractors illustrates how requisitions can fit into the wider quotation, project, purchase order and goods-receipt process.

  • Committed Cost vs Actual Cost vs Forecast Cost in Project Management

    Project cost control becomes clearer when three different ideas are separated: committed cost, actual cost and forecast cost. Treating them as the same number hides risk.

    Committed cost

    Committed cost represents approved obligations such as purchase orders, subcontracts or other commitments. Cash may not have been paid yet, but the project has already made a commercial decision.

    Actual cost

    Actual cost is the cost recognized from invoices, expenses, payroll, consumption or other accounting events according to the organization’s rules. It is the historical cost already incurred.

    Forecast cost

    Forecast cost estimates the final or remaining cost. It combines what has already happened with expected future work. In EVM, Estimate at Completion and Estimate to Complete are common forecast concepts.

    Why all three belong on one dashboard

    A project can look healthy if only actual cost is shown while large purchase orders remain unbilled. Combining budget, commitments, actuals and forecast provides a more realistic picture of exposure.

  • ERP vs Accounting Software: What Changes When Operations Are Integrated?

    Accounting software records financial transactions. ERP extends beyond finance by connecting operational processes such as estimating, procurement, inventory, projects, assets, HR, documents and reporting into the same data model.

    Accounting software

    Traditional accounting systems focus on the general ledger, receivables, payables, banking, tax and financial statements. They are essential for financial control but may not know why a purchase was made, which project consumed the material or whether a requisition was approved.

    ERP

    An ERP can link the operational event to the financial result. A project requisition can create an RFQ, a purchase order creates committed cost, a GRN records receipt, inventory can allocate the item to a project, and the supplier invoice becomes actual cost.

    Why integration matters

    Without integration, teams repeatedly reconcile spreadsheets and systems. The same project, supplier, item or invoice may be represented differently in multiple places. A shared data model reduces duplication and creates a traceable chain from request to approval to cost.

    When accounting alone may be enough

    Small organizations with simple operations may not need a full ERP. The case becomes stronger when projects, inventory, procurement, approvals, assets or multiple departments must work from the same information.

    See a project-based ERP example →

  • Nanomaterials in Engineering and Medicine: Why Nanoscale Structure Matters

    Nanomaterials contain important structural features in the approximate nanometer scale. At these dimensions, surface area, interfaces and quantum effects can change optical, electrical, catalytic and mechanical behavior.

    Why size changes properties

    As particles become smaller, a larger fraction of atoms lie near surfaces or interfaces. That can increase chemical reactivity and alter melting behavior. In some semiconductors, quantum confinement changes electronic and optical response.

    Engineering applications

    Nanomaterials are used in coatings, catalysts, sensors, batteries, composites, filtration and electronics. Carbon nanotubes, graphene, metal nanoparticles, quantum dots and nanoscale oxides are major research families.

    Medical applications

    Nanoscale carriers can be designed to transport drugs, improve imaging contrast or interact selectively with biological environments. Translation into clinical use requires rigorous control of purity, size distribution, surface chemistry, dose and biological response.

    Scale-up challenges

    A laboratory material can be difficult to manufacture consistently at industrial scale. Agglomeration, contamination, cost, worker exposure, waste management and quality control must be considered early in development.

  • Glass as an Engineering Material: Structure, Strength and Applications

    Glass is an amorphous solid whose lack of long-range crystalline order gives it a distinctive combination of transparency, chemical stability, electrical insulation and brittle mechanical behavior.

    Composition and structure

    Silica is the main network former in many commercial glasses. Modifiers such as sodium and calcium oxides reduce melting temperature and adjust durability, while boron, aluminum and other additions tailor thermal and optical behavior.

    Why glass is strong—and why it breaks

    Ideal glass bonds are strong, but real surfaces contain flaws that concentrate tensile stress. Strength therefore depends heavily on surface condition, edge quality and flaw population rather than a single intrinsic number.

    Strengthening methods

    Thermal tempering introduces compressive surface stress. Chemical strengthening can exchange smaller ions for larger ones near the surface. Laminated glass uses polymer interlayers to improve post-breakage behavior.

    Engineering applications

    Glass is used in buildings, vehicles, optical fibers, displays, laboratory equipment, insulation and electronic substrates. Specialty glasses can be optimized for low thermal expansion, radiation resistance, chemical durability or optical transmission.