# LightForge Works Sitemap

Canonical public pages and markdown mirrors for agents.

## Core Pages

- [Home](https://www.lightforgeworks.com/) - [Markdown](https://www.lightforgeworks.com/index.md): ForgeWorks positioning, value proposition, and primary paths.
- [What Is ForgeWorks](https://www.lightforgeworks.com/what-is-forgeworks/) - [Markdown](https://www.lightforgeworks.com/what-is-forgeworks.md): Plain-language category explanation for ForgeWorks.
- [How It Works](https://www.lightforgeworks.com/how-it-works/) - [Markdown](https://www.lightforgeworks.com/how-it-works.md): Discovery, scope, build, and growth process.
- [Supply Chain](https://www.lightforgeworks.com/supply-chain/) - [Markdown](https://www.lightforgeworks.com/supply-chain.md): Supply chain and manufacturing workflow use cases.
- [Recruiting](https://www.lightforgeworks.com/recruiting/) - [Markdown](https://www.lightforgeworks.com/recruiting.md): Recruiting workflow and AI operating layer use cases.
- [Partners](https://www.lightforgeworks.com/partners/) - [Markdown](https://www.lightforgeworks.com/partners.md): Partner and affiliate program overview.
- [About](https://www.lightforgeworks.com/about/) - [Markdown](https://www.lightforgeworks.com/about.md): Company and team context.
- [Contact](https://www.lightforgeworks.com/contact/) - [Markdown](https://www.lightforgeworks.com/contact.md): Discovery inquiry path.
- [Glossary](https://www.lightforgeworks.com/glossary/) - [Markdown](https://www.lightforgeworks.com/glossary.md): Terminology for ForgeWorks concepts.

## Articles and Case Studies

- [Where to Use AI in Manufacturing Workflows](https://www.lightforgeworks.com/blog/where-to-use-ai-in-manufacturing-workflows/) - [Markdown](https://www.lightforgeworks.com/blog/where-to-use-ai-in-manufacturing-workflows.md): A practical field guide for manufacturing executives, private equity operators, and portfolio leaders deciding where AI can create measurable workflow improvement without removing human judgment.
- [Field coordination design for a landscaping company (full walkthrough)](https://www.lightforgeworks.com/blog/commercial-landscaping-field-coordination-case-study-full/) - [Markdown](https://www.lightforgeworks.com/blog/commercial-landscaping-field-coordination-case-study-full.md): A worked example in full: the two lead streams, the rogue-team problem, why the off-the-shelf options did not fit, and the design of a coordination app built in 30 days.
- [Field coordination at a commercial landscaping company](https://www.lightforgeworks.com/blog/commercial-landscaping-field-coordination-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/commercial-landscaping-field-coordination-case-study.md): A worked example: a landscaping company with 20 field teams, 100 leads a month, and no way to see which team is where. The math a coordination app would have to hit: 20 recovered leads a month and quotes in a day.
- [What is a Single Purpose Application? The Complete Guide](https://www.lightforgeworks.com/blog/what-is-a-single-purpose-application-complete-guide/) - [Markdown](https://www.lightforgeworks.com/blog/what-is-a-single-purpose-application-complete-guide.md): Single Purpose Applications represent an entirely new software category: custom applications built to solve one specific business workflow perfectly. Learn how SPAs replace manual processes and spreadsheet workflows.
- [Media dashboard aggregation for a marketing agency](https://www.lightforgeworks.com/blog/rumbo-media-dashboard-aggregation-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/rumbo-media-dashboard-aggregation-case-study.md): A regional marketing agency spent 40 hours a quarter assembling media reports by hand, for 15 years. Here is the build we scoped and the projected math.
- [Alert-to-ticket automation at SecureTech Intelligence (full walkthrough)](https://www.lightforgeworks.com/blog/securetech-intelligence-case-study-full/) - [Markdown](https://www.lightforgeworks.com/blog/securetech-intelligence-case-study-full.md): The full walkthrough of the alert-to-ticket build for a threat-intelligence platform: the routing engine, the 60-day timeline, and the numbers it would have to hit.
- [Alert-to-ticket automation at SecureTech Intelligence](https://www.lightforgeworks.com/blog/securetech-intelligence-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/securetech-intelligence-case-study.md): A worked example: a threat-intelligence platform whose clients triage alerts by hand for hours a day. The math an alert-to-ticket bridge would have to hit: 85 percent less triage time and three-minute conversion.
- [Load optimization at a $47M food distributor (full walkthrough)](https://www.lightforgeworks.com/blog/regional-food-distributors-case-study-full/) - [Markdown](https://www.lightforgeworks.com/blog/regional-food-distributors-case-study-full.md): A worked example: a $47M food distributor, 45 trucks running at 65 percent capacity, and one master dispatcher near retirement. The math a load-planning app would have to hit: 85 percent utilization and $280,000 a year.
- [Load planning at Regional Food Distributors](https://www.lightforgeworks.com/blog/regional-food-distributors-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/regional-food-distributors-case-study.md): A worked example for a $47M food distributor: a load-planning build, a 90 percent truck utilization target, and the fuel math it would have to hit.
- [Carrier performance at a $22M distributor: full walkthrough](https://www.lightforgeworks.com/blog/industrial-distribution-case-study-full/) - [Markdown](https://www.lightforgeworks.com/blog/industrial-distribution-case-study-full.md): The full worked example: the carrier-management failure points, the scorecard build across ten weeks, and the math it would have to hit.
- [Carrier performance at a $22M regional distributor](https://www.lightforgeworks.com/blog/industrial-distribution-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/industrial-distribution-case-study.md): A worked example: the carrier-management failure points at a composite regional distributor, the scorecard that fixes them, and the numbers it would have to hit.
- [Inventory tracking at Precision Components (full walkthrough)](https://www.lightforgeworks.com/blog/precision-components-case-study-full/) - [Markdown](https://www.lightforgeworks.com/blog/precision-components-case-study-full.md): Full walkthrough of a composite $28M medical device manufacturer: stockouts on spreadsheets, FDA lot traceability, the 10-week build, and the savings math.
- [Inventory tracking at Precision Components](https://www.lightforgeworks.com/blog/precision-components-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/precision-components-case-study.md): A composite $28M medical device manufacturer running inventory on spreadsheets. The math an automated tracker would have to hit: 92 percent fewer stockouts, $147,000 in freed working capital.
- [Quality control at MidState Plastics: the full walkthrough](https://www.lightforgeworks.com/blog/midstate-plastics-case-study-full/) - [Markdown](https://www.lightforgeworks.com/blog/midstate-plastics-case-study-full.md): The full walkthrough of the quality-control worked example: the problem on the floor, the ten-week build, and the math the numbers have to hit.
- [Quality control at MidState Plastics](https://www.lightforgeworks.com/blog/midstate-plastics-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/midstate-plastics-case-study.md): A worked example for a $35M injection molder: quality tracking in Excel, defect reports two days late, and the numbers a real-time dashboard would have to hit.
- [Conflict checks at Morrison & Associates (full walkthrough)](https://www.lightforgeworks.com/blog/morrison-associates-case-study-full/) - [Markdown](https://www.lightforgeworks.com/blog/morrison-associates-case-study-full.md): Full walkthrough of a composite 8-attorney litigation firm: a 2.5-hour manual conflict check, the automated replacement, the 10-week build, and the three-year savings math.
- [Conflict checks at Morrison & Associates](https://www.lightforgeworks.com/blog/morrison-associates-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/morrison-associates-case-study.md): A composite 8-attorney litigation firm with a 2.5-hour manual conflict check. The math an automated check would have to hit: 25 minutes, $500,000 in recovered engagements.
- [Time capture at Hamilton Family Law (full walkthrough)](https://www.lightforgeworks.com/blog/hamilton-family-law-case-study-full/) - [Markdown](https://www.lightforgeworks.com/blog/hamilton-family-law-case-study-full.md): A worked example: where a 4-attorney family law practice loses $180K to $240K a year in unbilled time, and the capture app that would recover it.
- [Time capture at Hamilton Family Law](https://www.lightforgeworks.com/blog/hamilton-family-law-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/hamilton-family-law-case-study.md): A worked example: where a 4-attorney family law practice loses billable time to memory-based tracking, and the numbers a capture app would have to hit.
- [Data reconciliation for a Fortune 500 events team](https://www.lightforgeworks.com/blog/amerisourcebergen-events-data-reconciliation-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/amerisourcebergen-events-data-reconciliation-case-study.md): We cut the events team's manual reconciliation between Salesforce, Cvent, and Workfront by 60 to 80 percent, worth $19,500 to $54,600 a year in labor.
- [Client onboarding at Regional Business Services (full walkthrough)](https://www.lightforgeworks.com/blog/regional-business-services-case-study-full/) - [Markdown](https://www.lightforgeworks.com/blog/regional-business-services-case-study-full.md): The full walkthrough of the onboarding build for a $3.5M accounting practice: the 23 steps, the ten-week timeline, and the numbers it would have to hit.
- [Client onboarding at Regional Business Services](https://www.lightforgeworks.com/blog/regional-business-services-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/regional-business-services-case-study.md): A worked example for a $3.5M accounting practice: a 23-step onboarding build, a 10-day onboarding target, and the cancellation math it would have to hit.
- [Tax deadline management at Cornerstone CPA (full walkthrough)](https://www.lightforgeworks.com/blog/cornerstone-cpa-case-study-full/) - [Markdown](https://www.lightforgeworks.com/blog/cornerstone-cpa-case-study-full.md): A worked example: the deadline math for a $2.1M accounting practice, and the dashboard that would get missed filings to zero.
- [Tax deadlines at Cornerstone CPA](https://www.lightforgeworks.com/blog/cornerstone-cpa-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/cornerstone-cpa-case-study.md): A worked example for a $2.1M accounting practice: missed deadlines in a spreadsheet system, and the numbers a deadline dashboard has to hit.
- [Video analysis for a healthcare systems firm](https://www.lightforgeworks.com/blog/lda-healthcare-video-analysis-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/lda-healthcare-video-analysis-case-study.md): A worked example: manual video analysis at 8 to 10 hours a project against a 75-project growth target the firm could not reach. The build, and the numbers it would have to hit.
- [Why 52% of Custom Software Projects Fail](https://www.lightforgeworks.com/blog/why-software-projects-fail/) - [Markdown](https://www.lightforgeworks.com/blog/why-software-projects-fail.md): An analysis of the systemic issues that doom most custom software projects and how micro-applications offer a better path forward.
- [The Single Purpose Application Revolution: Why Less is More](https://www.lightforgeworks.com/blog/micro-application-revolution/) - [Markdown](https://www.lightforgeworks.com/blog/micro-application-revolution.md): How Single Purpose Applications (SPAs) are transforming business workflows by replacing manual processes with focused solutions that do one thing perfectly.
- [Getting Started with Micro-Applications](https://www.lightforgeworks.com/blog/getting-started/) - [Markdown](https://www.lightforgeworks.com/blog/getting-started.md): A beginner's guide to understanding and implementing micro-applications in your business.
- [The Hidden Cost of Scope Creep](https://www.lightforgeworks.com/blog/hidden-cost-scope-creep/) - [Markdown](https://www.lightforgeworks.com/blog/hidden-cost-scope-creep.md): Why that "simple" additional feature request could destroy your entire project timeline and budget.
- [The Hidden Benefits of Single Purpose Applications](https://www.lightforgeworks.com/blog/micro-app-benefits/) - [Markdown](https://www.lightforgeworks.com/blog/micro-app-benefits.md): Beyond speed and cost, Single Purpose Applications (SPAs) offer surprising advantages that spreadsheet workflows and traditional enterprise software simply cannot match.
- [Inventory at a $45M manufacturer: full walkthrough](https://www.lightforgeworks.com/blog/manufacturing-inventory-case-study-full/) - [Markdown](https://www.lightforgeworks.com/blog/manufacturing-inventory-case-study-full.md): A worked example for a $45M manufacturer: the ERP inventory module had 35% accuracy and cost $2M a year, the three fixes that failed before it, and the numbers a focused app would have to hit.
- [Inventory at a $45M manufacturer](https://www.lightforgeworks.com/blog/manufacturing-inventory-case-study/) - [Markdown](https://www.lightforgeworks.com/blog/manufacturing-inventory-case-study.md): A worked example: a composite 150-person manufacturer with a failing ERP inventory module. What a focused inventory app has to fix, and the numbers it would have to hit.