https://aecbusinessanalytics.com/advancing-delivery daily 0.75 2026-01-18 https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/1538448645443-P7WOOFLPXY3FLG0F4UFY/aircraft-carrier3.png Blog https://aecbusinessanalytics.com/advancing-delivery/2024/11/11/evaluating-and-choosing-an-erp-system-d2ttw monthly 0.5 2025-08-07 https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/c3adfa25-d06a-4a0e-8d6f-273fb437d248/250102+Simple+Project+LIst.png Blog - Beyond KPIs: 9 Tasks for Better Operations - Make it stand out The project list should contain start & end dates, as well as fee and status information https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/637f79d3-ecd6-4087-89f2-6252abcdab55/Project+Budget+Levels.png Blog - Beyond KPIs: 9 Tasks for Better Operations - Make it stand out Creating budgets at different levels of detail, depending on information https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/ae418972-013d-4c89-b9a6-17a51be4a651/Timesheets+and+Invoices.png Blog - Beyond KPIs: 9 Tasks for Better Operations - Make it stand out Both timesheets and Invoices rely on transactions between the Employee list and the Project effort. Timesheets often become invoices based on the hourly rate. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/3f0a4078-a79e-4fed-8856-cde06abf22b3/Project+Tracking.png Blog - Beyond KPIs: 9 Tasks for Better Operations - Make it stand out In the graph above the projected fee is graphed against the labor amount generated by hours. The invoices issued are shown in green. https://aecbusinessanalytics.com/advancing-delivery/2025/3/16/a-place-called-something monthly 0.5 2025-08-07 https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/575ad419-4fbf-470e-9609-f077906ff708/Something+Image+Red.png Blog - A Place called Something - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/3b95c3ba-0117-4e9a-9eaa-27cbee50e553/Something+Line+Diagram.png Blog - A Place called Something - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/66e4313b-8abe-4c67-bc22-e84ea3493b10/Project+Budget+Levels+chart.png Blog - A Place called Something - Project budgets can be developed to different levels of detail Project budgets can be developed at different levels of detail https://aecbusinessanalytics.com/advancing-delivery/2025/1/10/retooling-rather-than-retiring monthly 0.5 2025-08-19 https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/aa65fcee-a594-4a91-a346-811587a2a5ef/MIT+ML+Course+example.jpg Blog - Retooling, not Retiring - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/8ea4e960-43ac-49bd-a001-d29193587a26/heatmap2.png Blog - Retooling, not Retiring - Course snapshot: Understanding Correlations One early exploratory technique in machine learning is to find correlations between the various features of the dataset. The visual at right is a standard python routine, the correlation matrix, that helps analysts understand how features are related to each other numerically. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/7c4af069-3eda-48a9-8a58-9a8a5400a18d/PairPlot.png Blog - Retooling, not Retiring - Rapid Data Exploration with Pair Plots The ‘Pair Plot’ is a powerful visualization in Jupyter notebook that creates a scatter plot of all features against each other. It helps to quickly see correlations. https://aecbusinessanalytics.com/advancing-delivery/2024/12/20/the-milestone-bubble-chart monthly 0.5 2025-12-12 https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/7cc4a634-c444-4505-b051-d4c461f57c6a/Deneb+Gantt+01.jpg Blog - The Milestone Bubble Schedule - Make it stand out The Milestone Bubble Chart displays all the deadlines in the firm, and colors them by type (design, CA or report). https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/ac37bafc-a7cf-4eff-93ee-2142264b783e/Power+BI+Gantt+OOTB.png Blog - The Milestone Bubble Schedule - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/b83b7086-947a-47ed-acdc-570e4b0bb1d1/Deneb+01.png Blog - The Milestone Bubble Schedule - Make it stand out The Bubble Milestone chart allows project deadlines to be arranged on a single line. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/2d721ecd-a6f3-4515-a931-3c5e6b8b63ec/Deneb+02a.png Blog - The Milestone Bubble Schedule - Make it stand out Each milestone data point has multiple pieces of data that show Project Name, Budget hours, and milestone Type and Date. https://aecbusinessanalytics.com/advancing-delivery/2025/1/3/budgeting-for-operations-tracking monthly 0.5 2025-07-29 https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/0090f0ab-cd88-42de-843c-21436dae26af/Budget+Moeny+over+Time.png Blog - 3 Ways to Create Project Budgets - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/e2d2af1e-4457-4453-a19c-0c4b755bedb5/Project+Budget+Levels+chart.png Blog - 3 Ways to Create Project Budgets - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/d3031ad0-8627-4b8a-b89e-636cc22e8f58/Fee+Split+70-30.png Blog - 3 Ways to Create Project Budgets - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/83e59b61-9495-41f7-b116-f7a3394a2575/Project+Budget+Levels.png Blog - 3 Ways to Create Project Budgets - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/5d292341-d86e-4278-9652-e7f69ae2506b/Budget+vs+Actual+Spent.png Blog - 3 Ways to Create Project Budgets - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://aecbusinessanalytics.com/advancing-delivery/2024/5/15/how-to-get-started-with-business-analytics monthly 0.5 2025-07-29 https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/9410a047-6f05-4a09-a273-5ebbce4bd588/A+Starter+List+can+Grow.png Blog - One simple first step to get started with Business Analytics - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/c3adfa25-d06a-4a0e-8d6f-273fb437d248/250102+Simple+Project+LIst.png Blog - One simple first step to get started with Business Analytics https://aecbusinessanalytics.com/advancing-delivery/2024/5/14/data-is-an-ecosystem-gh77d monthly 0.5 2025-04-20 https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/d1b5b417-0f4e-4d42-89dd-849de1345c98/Power+BI+Charts+Blur.png Blog - The 3 Phases of the Data Ecosystem - Make it stand out Using Power Bi in 2016 allowed us to create more insightful graphics https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/c57ccebb-f04c-4b46-88a1-7118fd3c8f75/Email+as+OFT+file.jpg Blog - The 3 Phases of the Data Ecosystem Tip: To create a template email (.oft), create an email in Outlook, and Save As to create a pre-addressed and formatted email. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/d63942f9-251b-4fe5-96ae-d5e4c81822dd/Ecosystem+in+More+Detail.png Blog - The 3 Phases of the Data Ecosystem The Data Ecosystem has three distinct phases. The skill is to set up a pipeline between the various software. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/26e4ef4a-10ff-4305-8415-bbf7b0c08f01/Power+BI+Chart+Types.jpg Blog - The 3 Phases of the Data Ecosystem - Make it stand out With modern reporting tools, information can be presented in many ways. Above is the same data presented four ways at the single click of a mouse. https://aecbusinessanalytics.com/advancing-delivery/2024/5/14/data-is-an-ecosystem monthly 0.5 2025-01-13 https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/32baa9a1-d1bd-4066-8ad5-078661cdfe9b/NetSuite+Promo.jpg Blog - Data is an Ecosystem - Make it stand out Example of promised benefit of an ERP system. Source: NetSuite https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/1df87ce4-f5b6-4c40-a355-285c1ef8020c/Benefits-of-Salesforce-Marketing-Cloud.jpg Blog - Data is an Ecosystem - Make it stand out The promise of an all-in-one business leads system. Source: Salesforce https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/51669220-ace1-434e-8f5c-52af554ee0af/PPR+Image+1.jpg Blog - Data is an Ecosystem - Make it stand out Typical reports comprise lots of columns of data with multiple headings but few recognizable insights. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/caf1a544-0358-4080-bbf7-d5979b93e814/Ecosystem+Software.jpg Blog - Data is an Ecosystem - Make it stand out The ecosystem of data includes lots of programs from multiple vendors. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/ea83c54e-81a3-4674-9501-4497c59e70eb/Logo+Icon+sm+Red.png Blog - Data is an Ecosystem - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://aecbusinessanalytics.com/advancing-delivery/2024/5/14/what-is-aec-business-analytics monthly 0.5 2025-01-13 https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/27fe4d48-9210-4213-aa4e-d869fba0b6fa/Simple+Chart+Example.jpg Blog - What is AEC Business Analytics? - Make it stand out Capital Expenditures for a large campus distributed over time for budgeting https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/3c32b48c-cae3-4507-aa40-4f4690b23f4e/Disconnected+Data+2.PNG Blog - What is AEC Business Analytics? - Make it stand out Many users have an ERP they have invested in, but somehow still have multiple Excel sheets that track data in a disconnected way https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/4e0ed6b4-8f2f-4bb5-8fbe-f2dd6caa9e1a/Pivottable_PowerBI.png Blog - What is AEC Business Analytics? - Make it stand out Pivot Tables in Excel (left) evolved to Power BI dashboards (right) for more advanced and interactive aggregations. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/1bbce155-7f01-45bd-9640-caabd7e605a6/Multiple+Data+Images.jpg Blog - What is AEC Business Analytics? - Make it stand out A selection of the many data visualizations I’ve created over the years. https://aecbusinessanalytics.com/advancing-delivery/tag/COBie monthly 0.5 https://aecbusinessanalytics.com/home daily 1.0 2026-03-10 https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/1673045653228-5CRUD9S0YFC1U5Q0SPFU/UNH+PARSONS+MAX+BW.jpg Home https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/9998b1da-59c0-43a4-8dcd-b0be629178a6/Sample+Data+Images.png https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/fa5df7d6-fb80-44df-afc1-9b9449cc7f52/Before+After+Operations.png https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/cdb8531f-eda6-4754-9665-7313beb61aea/Utilization+Chart.png Home - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/1527686594988-41T82WB46M7OZ2IMTB5B/Power+BI+Phone+and+Screen.PNG Home https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/1527214490890-JZBR5ET22MUPQ4B9ZFQ7/UNH+PARSONS+MAX+RENDERING+3.jpg Home https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/1529887376156-MZJVIT6QBBO2G0NTYHLI/Process+Waste+Sawtooth+16x9.png Home https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/7e9270f0-a662-4898-9f19-687ab5345c2c/Forest+and+Tree+A.png Home - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/cc05763b-34c7-4253-ad42-c2539e7c3450/Asset+Mgmt+3D+HQ.png Home - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/3ee6afd2-b474-4ebd-abf4-c32e041c8017/CoPilot+-+exasperation.png Home - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/e381d742-7cb2-4ab0-bde1-947280cda9d6/Dashboard+Image.png Home - Make it stand out A sample dashboard with drill-down functionality allows owners to see the big picture as well as individual project detail. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/fa5df7d6-fb80-44df-afc1-9b9449cc7f52/Before+After+Operations.png Home - Make it stand out While the data in both the tabular version on the left may be the exact same as the one on the right, information comprehension is greatly enhanced in chart-based visualizations. This is the power of careful reporting. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/001952dc-c2dd-462f-b187-27e2957ac686/Before+After+Asset+Management.png Home - Make it stand out Building asset reports are frequently delivered as long lists of individual asset conditions, one for each piece of equipment. But there are many other, more telling, ways to understand facility health with modern data reporting. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/757ddf58-3406-4706-95bc-c1081b0b4a89/Power+BI+Charts+-+blur.PNG Home - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/76892dc4-3fcf-4c59-b534-d18c99ea8ceb/BD-C+Data+Mitigation.jpg Home - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/669fafaf-a031-4035-b4bc-4129f58c70af/SharePoint+Project+page+-+BLURRED.png Home - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://aecbusinessanalytics.com/home-1 daily 0.75 2024-05-14 https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/1673045653228-5CRUD9S0YFC1U5Q0SPFU/UNH+PARSONS+MAX+BW.jpg Delivery Home https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/cdb8531f-eda6-4754-9665-7313beb61aea/Utilization+Chart.png https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/1527686594988-41T82WB46M7OZ2IMTB5B/Power+BI+Phone+and+Screen.PNG https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/1527214490890-JZBR5ET22MUPQ4B9ZFQ7/UNH+PARSONS+MAX+RENDERING+3.jpg https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/1529887376156-MZJVIT6QBBO2G0NTYHLI/Process+Waste+Sawtooth+16x9.png https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/7e9270f0-a662-4898-9f19-687ab5345c2c/Forest+and+Tree+A.png https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/cc05763b-34c7-4253-ad42-c2539e7c3450/Asset+Mgmt+3D+HQ.png https://aecbusinessanalytics.com/data-1-1 daily 0.75 2025-11-08 https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/8c64e72e-0fe4-42d4-a376-26c0db6a0a40/Sample+Dashboard+Deck_4.png Data Images 2024 Several project metrics on one page https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/e5345d24-5a76-43dd-ad4a-2f51b289cc2c/Utilization+Chart.png Data Images 2024 Utilization graphs and tables https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/83e59b61-9495-41f7-b116-f7a3394a2575/Project+Budget+Levels.png Data Images 2024 Creating Project Budgets at various Levels of Detail https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/7267d882-25dd-4eaa-9b88-fc8f5bc8571d/PvA+Chart+Sample.png Data Images 2024 Comparing Projected Revenue to Actual https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/f97953f6-ce3d-4cff-b88e-91e82130285a/Invoices+Received+Charts.png Data Images 2024 Invoices Received - ordered by Week https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/6e2e5613-316f-45e9-88f5-5830c00d4cd9/OPS+-+1+Projections+Unpivot_02+blur.png Data Images 2024 Revenue tracking by Sector https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/22d82cb5-7677-44ff-88c4-e8a565196f26/Sample+Dashboard+Deck_5.png Data Images 2024 Simple Project List - check https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/981a3b62-7a66-4760-b64b-6b1b54269d5e/Sample+Dashboard+Deck_8.png Data Images 2024 Tracking future project pipeline https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/0bba04d9-94c8-45fc-90a6-5becf5d9494f/Sample+Dashboard+Deck_6.png Data Images 2024 Gantt chart based on ERP data https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/1717126465899-1UOBGV4DN8ZAMC3G0VK7/Projections%2Bvs%2BInvoiced%2BBlur.jpg Data Images 2024 Checking actual revenue vs predicted https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/107fea71-2534-4952-9e2a-78b3036ece43/Sample+Dashboard+Deck_2.png Data Images 2024 Checking billings against hours worked https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/55733a2c-5007-46ed-9004-3bc44d129ebb/Risk+Power+BI+edits.PNG Data Images 2024 Turing risk factors into future dollars https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/a682b297-3643-4149-a1ab-663dd9397234/PPR+Image+1.PNG Data Images 2024 Many ERP reports make it hard to see trends. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/7cc4a634-c444-4505-b051-d4c461f57c6a/Deneb+Gantt+01.jpg Data Images 2024 Custom visualization showing projects arranged in time with key deadline data. https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/225cbffa-2735-4abc-b659-db4b0d0d3f58/Sample+Dashboard+Deck_1.png Data Images 2024 Simple tables convey a lot of information https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/a73d2c91-26e6-46af-a2b3-26c7295c3253/Sample+Dashboard+Deck_3.png Data Images 2024 Revenue received over time https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/d47580f5-c6ac-4403-9b42-638dd43307d1/Disconnected+Data+2.PNG Data Images 2024 The original Disconnected data issue (2014) https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/8bcada04-c92b-4f73-9eca-92d20399a52b/Power+BI+Charts+Blur.png Data Images 2024 Estimating Revenue from Hours Worked https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/305a8eaa-540d-496e-9bc9-d52ff4b0ddf2/Power+BI+Phone+and+Screen.PNG Data Images 2024 Power BI can be viewed on any device https://images.squarespace-cdn.com/content/v1/5af254d97e3c3aa74fe65385/51cb2714-af31-4228-b87b-d4dd39a9ac38/Power+BI+Tool+Matrix+01.png Data Images 2024 Tracking gas feeds to industrial tool installs 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