# The Closeout Backlog That Held Up Final Payment

**By Dan Cumberland** · Published August 3, 2026 · Categories: AI Strategy

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Illustration: Dan Cumberland Labs with Gemini.

> Retainage in construction is the percentage of each progress payment— typically 5% to 10%— that the project owner withholds until the work reaches a defined...

Retainage in construction is the percentage of each progress payment \(typically 5% to 10%\) that the project owner withholds until the work reaches a defined completion milestone\.  If you're waiting on that final check, the delay usually comes down to what's still sitting in a pile somewhere: unsigned punch list items, missing lien waivers, O&M manuals that never got assembled\.

According to a Michigan State University analysis of 39 construction projects cited by Buildr[1](/blog/blog-retainage-meaning-in-construction#ref-1), the average time from substantial completion to final payment is 531 days\.  Not 90 days\.  Not a few billing cycles\.  531 days\.  This article explains what retainage is, how it accumulates, why the closeout documentation backlog is the actual bottleneck, and what project teams can do to protect and accelerate release\.

## What Is Retainage in Construction?

Retainage— also called retention or holdback— is a percentage of each progress payment withheld by the project owner until the project reaches a contractually defined completion milestone\.  It is not a penalty and not discretionary: it is a standard contract term present in the majority of construction contracts across public, private, and federal projects\.

On a $10 million contract at 10% retainage, $1 million is locked up throughout the project— released only when the owner is satisfied with completion and documentation[2](/blog/blog-retainage-meaning-in-construction#ref-2)\.  At 5% on the same job, $500,000 sits in that account\.  Every progress payment cycle adds to it\.

Standard rates vary by project type\.  According to a survey by the American Subcontractors Association, cited by Levelset[3](/blog/blog-retainage-meaning-in-construction#ref-3):

```html-table
<table><thead><tr><th>Project Type</th><th>Average Retainage Withheld</th></tr></thead><tbody><tr><td>Private</td><td>7.59%</td></tr><tr><td>State</td><td>5.56%</td></tr><tr><td>Federal</td><td>3.26%</td></tr></tbody></table>
```

*Note: These averages reflect a 2004 ASA survey; directional accuracy is confirmed by current sources, but precise percentages should be treated as historical benchmarks\.*

Federal contracts are governed by FAR 52\.232\-5[4](/blog/blog-retainage-meaning-in-construction#ref-4), which caps withholding at 10%\.  Private and state projects vary more widely— and a growing number of states have recently moved to cap private retainage at 5%\.

Retainage is released when the project hits a completion milestone and when all required closeout documentation has been accepted by the owner\.  Which milestone triggers release, and how quickly, depends entirely on which contract form governs the project\.

## Why Retainage Exists: A Brief History

Retainage originated in 1840s Britain during the Railway Mania boom\.  Railway companies— facing a flood of new, inexperienced contractors— began withholding up to 20% of payments as a financial backstop against incomplete or defective work[5](/blog/blog-retainage-meaning-in-construction#ref-5)\.

As Procore notes[6](/blog/blog-retainage-meaning-in-construction#ref-6), "railway companies began to withhold as much as 20% of contractors' payments to ensure performance and offset completion costs should the contractor default\."  The practice worked well enough that it crossed the Atlantic, embedded itself into U\.S\. construction contracts, and became standard across the industry\.  The percentages dropped\.  The practice didn't\.

Today, retainage is widely criticized as an anachronistic holdover— a cash\-flow burden that made sense before contractor licensing and bonding existed\.  The percentages dropped from 20%\.  The practice, the contracts, and the release disputes didn't\.  What changed is that the documentation backlog— not contractor performance— became the primary reason retainage stays held\.  That's the leverage point\.

## How Retainage Works: Percentages, Progress Payments, and Step\-Down Provisions

Retainage is applied to each progress payment— not once at the end\.  If your contract has 10% retainage on a $1 million draw, $900,000 is paid and $100,000 goes into the retainage account\.  That happens every payment cycle until release conditions are met\.

The cumulative impact compounds on longer projects\.  Terrapin Consulting Group estimates[7](/blog/blog-retainage-meaning-in-construction#ref-7) the carrying cost on $500,000 in retained funds at 5% commercial cost of capital is approximately $2,083 per month\.  On a two\-year job, that's not an abstract number\.

One tool for managing the cash\-flow impact: the **step\-down provision**\.  A step\-down provision reduces the withholding percentage at a defined project milestone— typically 50% completion— cutting the retained amount from 10% to 5% on subsequent payments[2](/blog/blog-retainage-meaning-in-construction#ref-2)\.  Here's how the math shifts on a $10M contract:

- **Full\-project 10% retainage:** $1,000,000 withheld at completion
- **Step\-down at 50% completion \(10% → 5%\):** Approximately $750,000 withheld at completion; $250,000 freed up earlier
- **Line\-item retention:** Different rates by trade scope, allowing completed scopes to release before the full project closes

Alternatives to cash retainage exist: performance bonds, letters of credit, and retention bonds\.  Oregon now explicitly allows contractors to substitute a surety bond for cash retainage by statute[8](/blog/blog-retainage-meaning-in-construction#ref-8)\.  These alternatives are worth negotiating at contract signing— not after the money is already in the owner's account\.

Firms evaluating [AI\-assisted contract analysis tools](/blog/ai-automation-tools) can flag whether a draft contract includes step\-down provisions, line\-item retention, or surety bond alternatives before signing— rather than discovering these gaps at the first disputed draw\.

## When Is Retainage Released? AIA, ConsensusDocs, and State Law

Retainage is typically released at substantial completion— the point at which the owner can use the building for its intended purpose— but the contract determines whether "substantial" or "final" is the actual trigger, and those two milestones can be months apart\.

**Substantial completion** is when the architect certifies the project is sufficiently complete for its intended use\.  **Final completion** is when every outstanding item is closed— punch list, warranties, and all closeout documentation\.  The gap between them is where retainage often gets stuck\.

Here's where the contract form makes a direct, practical difference[7](/blog/blog-retainage-meaning-in-construction#ref-7):

```html-table
<table><thead><tr><th></th><th><strong>AIA A201-2017</strong></th><th><strong>ConsensusDocs 200</strong></th></tr></thead><tbody><tr><td><strong>Release Trigger</strong></td><td>"May reduce" at substantial completion — discretionary</td><td>Mandatory automatic reduction at substantial completion</td></tr><tr><td><strong>Mechanism</strong></td><td>Owner controls timing; surety consent required for final payment (§9.10.2)— no automatic release at substantial completion</td><td>Automatic on completed and accepted work</td></tr><tr><td><strong>Punch-List Treatment</strong></td><td>Architect certifies; owner decides timing</td><td>GC holds back 1.5–2× cost of remaining punch-list items</td></tr><tr><td><strong>Negotiation Leverage</strong></td><td>Owner-favorable</td><td>Contractor-favorable</td></tr></tbody></table>
```

AIA A201\-2017 uses the word "may"— discretionary language that requires surety consent and leaves the timing up to the owner\.  ConsensusDocs 200 requires automatic reduction to zero on completed and accepted work at substantial completion\.  That's not a minor drafting difference\.  It's the difference between waiting on the owner's goodwill and having a contractual right to release\.

State prompt payment laws add another layer\.  Most states require release within 30–90 days after the completion milestone, with interest penalties for late payment[7](/blog/blog-retainage-meaning-in-construction#ref-7)\.  But those timelines start running from when all closeout documentation is accepted— which means the backlog still controls the clock\.

## The Closeout Backlog: What's Holding Up Your Final Check

The most common reason retainage isn't released isn't the owner being difficult\.  It's the closeout backlog— the stack of unresolved documentation that hasn't been accepted: punch list items not signed off, lien waivers not collected from every tier, O&M manuals not assembled, as\-built drawings not submitted, final inspections not scheduled\.

> "The average length of closeout was 284 days and final payment to internal closeout was another 247 days for a whopping total average of 531 days\." — Buildr, citing Michigan State University analysis of 39 construction projects[1](/blog/blog-retainage-meaning-in-construction#ref-1)

That's 17 months of working capital tied up after the scaffolding comes down\.  And that's the average— the worst cases run longer\.

The data on why closeout drags is consistent\.  A COAA Conference survey cited by Buildr[1](/blog/blog-retainage-meaning-in-construction#ref-1) found that 84% of construction firms cite internal process friction as a closeout barrier; 78% cite personnel skill level issues; 74% inadequate manpower; 59% inadequate records\.  A study from Autodesk and Dodge Data & Analytics[9](/blog/blog-retainage-meaning-in-construction#ref-9) found that 66% of general contractors have difficulty getting off the job on at least a quarter of their projects\.

Here's what's typically in the backlog when closeout finally arrives:

1. Punch list sign\-off \(all items, all tiers\)
2. Final unconditional lien waivers from every subcontractor and supplier in the payment chain
3. Operations and maintenance \(O&M\) manuals from each trade
4. As\-built drawings and BIM \(Building Information Modeling\) coordination records
5. Certificate of occupancy and substantial completion certificate
6. Final permit inspection approvals
7. Warranties and product data submittals

None of these are optional\.  Any one of them missing gives the owner grounds— or cover— to hold retainage longer\.  CompanyCam notes[10](/blog/blog-retainage-meaning-in-construction#ref-10) that some contractors carry tens of thousands of dollars in uncollected retainage across multiple projects simply because they never completed the required closeout paperwork\.

Both things can be true: some owners use retainage as interest\-free financing and the "documentation" objection is a pretext\.  That happens\.  And airtight documentation eliminates the pretext\.  The documentation is the part of the problem you control\.

## How Retainage Hits Subcontractors Hardest

General contractors wait an average of 99 days to receive withheld retainage\.  Subcontractors wait an average of 167 days— and in the worst reported cases, waits have stretched to 2,500 days[11](/blog/blog-retainage-meaning-in-construction#ref-11)\.  The reason isn't just scale\.  It's that subs' release is tied to the entire project's closeout, not their own scope completion\.

An excavation contractor who finishes their scope in month 2 waits until month 18 with everyone else\.  They've done the work\.  They've submitted the documentation\.  But prime contracts tie retention release to 100% project completion, not individual sub completion[12](/blog/blog-retainage-meaning-in-construction#ref-12)\.

Three compounding risk factors for subcontractors:

- **The retainage pyramid:** GCs sometimes withhold a higher percentage from subs than the owner withholds from them— shifting the cash\-flow burden further down the chain
- **Pay\-when\-paid and pay\-if\-paid clauses:** Pay\-when\-paid conditions a sub's payment on the GC receiving funds first \(a timing clause\); pay\-if\-paid makes payment contingent on the GC being paid at all \(a risk\-transfer clause\)\.  Whether and to what degree either is enforceable varies significantly by state and is in active legal evolution— consult counsel before signing either
- **Imbalanced withholding rates:** Two out of three subcontractors have 10% withheld, compared to one in three general contractors; subs receive less than full retainage on more than 10% of projects[11](/blog/blog-retainage-meaning-in-construction#ref-11)

If you're operating under ConsensusDocs 200, there's structural protection: ConsensusDocs 200 §9\.2\.4 requires that retainage withheld from subcontractors equals the amount the owner retains from the GC[13](/blog/blog-retainage-meaning-in-construction#ref-13)\.  No retainage pyramid— but only if the contract is ConsensusDocs\.

The state\-level range runs the full spectrum\.  New Mexico prohibits retainage entirely on private construction projects; Texas mandates it[12](/blog/blog-retainage-meaning-in-construction#ref-12)\.  Where your project is located shapes the rules as much as what you negotiate\.

## State Retainage Laws and the 5% Reform Wave

New York and California both enacted 5% retainage caps within months of each other— New York effective December 2025, California effective January 2026\.  If you work across state lines, the rules you negotiated under last year may already be superseded\.  Here's the current landscape\.

The reform momentum is substantial\.  Illinois is illustrative: Saul Ewing LLP notes[14](/blog/blog-retainage-meaning-in-construction#ref-14) that Illinois HB1224— sent to the Governor in June 2025— was the third new Illinois law in six years restricting retainage withholding, now requiring retained funds to be held in interest\-bearing accounts with interest paid to the contractor whose funds are held\.

```html-table
<table><thead><tr><th>State</th><th>Private Cap</th><th>Effective Date</th><th>Notable Rule</th></tr></thead><tbody><tr><td>New York</td><td>5% (contracts >$150K)</td><td>December 2025</td><td>Voids contract provisions exceeding cap<sup><a href="#ref-15" class="footnote-ref">15</a></sup></td></tr><tr><td>California</td><td>5% (all parties)</td><td>January 1, 2026</td><td>Covers entire payment chain<sup><a href="#ref-16" class="footnote-ref">16</a></sup></td></tr><tr><td>Illinois</td><td>10% first half / 5% second half</td><td>2025 (state agency)</td><td>Interest-bearing account required<sup><a href="#ref-14" class="footnote-ref">14</a></sup></td></tr><tr><td>Oregon</td><td>No cash required if bond posted</td><td>2024</td><td>Surety bond statutory alternative<sup><a href="#ref-8" class="footnote-ref">8</a></sup></td></tr><tr><td>New Mexico</td><td>Prohibited on private projects</td><td>Ongoing</td><td>Most contractor-favorable in the U.S.<sup><a href="#ref-12" class="footnote-ref">12</a></sup></td></tr><tr><td>Texas</td><td>Mandated on private projects</td><td>Ongoing</td><td>Most owner-favorable in the U.S.<sup><a href="#ref-12" class="footnote-ref">12</a></sup></td></tr><tr><td>Federal</td><td>10% cap; reducible at 50% completion</td><td>Ongoing</td><td>FAR 52.232-5 governs<sup><a href="#ref-4" class="footnote-ref">4</a></sup></td></tr></tbody></table>
```

State laws vary in scope: public vs\. private projects, project size thresholds, and enforcement mechanisms differ\.  The direction is clear— toward lower caps and tighter release windows\.  But laws change; verify the current rules in your state and jurisdiction before contract signing\.

## How to Protect and Accelerate Your Retainage

The most reliable way to accelerate retainage release is to start closeout documentation the day the project starts— not the day substantial completion is declared\.  Most delays come from scrambling at the end to locate documents that should have been collected throughout the job\.

Documentation discipline is the single most controllable variable in retainage release timing\.  The owner's discretion, the contract form, and state law all shape when payment is due— but the closeout backlog is the only factor entirely within the project team's control\.

CompanyCam puts it plainly[10](/blog/blog-retainage-meaning-in-construction#ref-10): some contractors have tens of thousands in uncollected retainage across multiple projects simply from never completing the required closeout paperwork\.  The fix isn't complex\.  It's disciplined\.

The [hidden costs of delayed payment in construction projects](/blog/hidden-costs-ai-projects) go beyond the retainage dollar amount— carrying costs, crew scheduling gaps, and the opportunity cost of capital held for 531 days compound the loss\.

Five steps that make the most difference:

1. **Contract negotiation \(before signing\):** Push for ConsensusDocs form over AIA— mandatory release vs\. discretionary\.  Negotiate a step\-down provision at 50% completion\.  Request line\-item retention tied to each trade's acceptance so completed scopes don't get held hostage to a late inspection on a different floor[2](/blog/blog-retainage-meaning-in-construction#ref-2)\.
2. **Running closeout log from day one:** Assign a closeout PM role on larger projects\.  Collect lien waivers per payment period, not at the end\.  Submit O&M manuals and warranties as trades finish, not as a pile at month 18\.
3. **At substantial completion:** Have the punch list signed before declaring substantial completion\.  Send formal written notice to trigger the release process immediately— AIA or ConsensusDocs— and don't wait for the architect to bring it up\.
4. **Know your state's interest penalty:** If the owner is past the state prompt payment deadline, statutory interest may be accruing\.  Document the delay in writing; the paper trail matters if you need to enforce it\.
5. **Mechanics lien preservation:** Lien filing deadlines may expire before retainage is contractually due— a risk that varies by state\.  If this timing gap applies to your situation, consult a construction attorney before that window closes, not after\.

## How AI Is Changing Construction Closeout

Construction management software and AI\-assisted closeout tools are compressing the time it takes to collect, track, and submit closeout documentation— and that compression translates directly to faster retainage release\.

The problem isn't awareness of what's needed\.  It's tracking it across dozens of subcontractors and hundreds of line items while managing an active site\.  According to the Associated General Contractors of America, cited by US Tech Automations[17](/blog/blog-retainage-meaning-in-construction#ref-17), 88% of construction firms reported labor shortages in 2024\.  Closeout doesn't get easier when you're short\-staffed— it gets deprioritized, and the backlog forms\.

Here's what purpose\-built closeout tools do:

- **Document status tracking:** Tracks which subs have submitted warranties, O&M manuals, and as\-builts— and which haven't
- **Automated collection reminders:** Sends follow\-up requests to delinquent subs without PM intervention
- **Punch list digitization:** Real\-time mobile tracking with photo documentation and sign\-off workflows
- **Lien waiver workflow automation:** Routes conditional and unconditional waiver requests through the payment chain on each draw

US Tech Automations claims[17](/blog/blog-retainage-meaning-in-construction#ref-17) that automated closeout workflows can compress a 3–8 week manual process to 2–3 weeks— reducing the time retainage is held by 6–12 weeks and saving 30–65 hours of PM time per project\.  That's a self\-interested source, so treat the numbers as directional\.  The principle is well\-supported: less manual coordination means fewer documentation gaps means faster release\.

Platforms like Procore, Buildr, and Siteline offer closeout tracking and document collection workflows\.  None of them eliminate the need for judgment— someone still has to resolve actual punch list disputes, manage owner relationships, and make the call on whether a sub's submittal meets spec\.  That's the work that only project managers do\.  AI handles the paper trail so they can focus there\.  People are still the answer\.  The goal isn't a paperless closeout\.  It's a closeout that doesn't steal 18 months from your firm\.

For AEC firms ready to map where automation fits in your project delivery process— evaluating which platforms fit how your projects run and how to integrate them without building tech debt— a [construction AI implementation strategy](/services/ai-implementation/) identifies the specific closeout workflows with the fastest return on your particular project mix\.  The tools exist\.  The documentation discipline comes first\.  That's where the gap almost always is\.  And for teams working on [building AI adoption across your firm](/blog/building-ai-culture), the fundamentals that determine whether a closeout tool gets used are the same ones that drive any technology change: clear ownership and a process that doesn't require heroics every project\.

## FAQ

The questions below address the most common points of confusion about retainage in construction— percentages, release timing, terminology, and your options when payment is refused\.

### Is retainage the same as retention?

Yes\.  Retainage, retention, and holdback all refer to the same practice of withholding a percentage of each progress payment until project completion\.  The term varies by region and contract form— "retention" is more common in the UK; "retainage" dominates U\.S\. usage— but the mechanic is identical[6](/blog/blog-retainage-meaning-in-construction#ref-6)\.

### What percentage is retainage in construction?

Typically 5–10% of each progress payment, withheld per draw throughout the project\.  According to Levelset, citing the American Subcontractors Association[3](/blog/blog-retainage-meaning-in-construction#ref-3), private projects average 7\.59% withheld; state projects average 5\.56%; federal projects average 3\.26%\.  A 2024–2026 wave of state legislation has set 5% caps in New York and California\.  Federal contracts are governed by FAR 52\.232\-5[4](/blog/blog-retainage-meaning-in-construction#ref-4), which caps withholding at 10% and allows reduction to 5% or 0% at the 50% completion milestone for satisfactory progress\.

### When does retainage get released?

At substantial or final completion per the contract, within the state prompt payment law window— typically 30–90 days after that milestone[7](/blog/blog-retainage-meaning-in-construction#ref-7)\.  AIA A201\-2017 uses discretionary language \("may" release\); ConsensusDocs 200 mandates automatic reduction on completed and accepted work[7](/blog/blog-retainage-meaning-in-construction#ref-7)\.  The contract form you sign at the start of the project controls which of those timelines applies\.

### Can retainage be replaced with a bond?

Yes\.  Retention bonds allow contractors to post a surety bond guaranteeing performance instead of having cash withheld\.  Oregon explicitly allows this by statute \(HB 4006\-A\)[8](/blog/blog-retainage-meaning-in-construction#ref-8)\.  Check your state's law and negotiate bond provisions at contract signing— this is a leverage point before funds start being held, not after\.

### What can I do if my retainage isn't released?

First, verify all closeout documents have been accepted and nothing is outstanding\.  Then send formal written notice per your contract's dispute resolution clause, referencing the specific release deadline and mechanism\.  If the owner is past the state prompt payment deadline, statutory interest penalties may be accruing— document the delay\.  Mechanics lien rights may also be available, but lien filing deadlines are state\-specific and sometimes expire before retainage is contractually due\.  Consult a construction attorney on your state's current filing deadlines before that window closes\.

## References

1. Michigan State University analysis of 39 construction projects, cited by Buildr, "Successful Project Closeout: The Comprehensive Guide" \(2024\) — [https://buildr\.com/blog/project\-closeout/](https://buildr.com/blog/project-closeout/)
2. Document Crunch, "Construction Retainage: Rules, Risks & Payment Timing" \(2024\) — [https://www\.documentcrunch\.com/blog/what\-is\-retainage\-in\-construction](https://www.documentcrunch.com/blog/what-is-retainage-in-construction)
3. Levelset, citing American Subcontractors Association 2004 survey, "The Ultimate Guide to Retainage in the Construction Industry" — [https://www\.levelset\.com/blog/retainage/](https://www.levelset.com/blog/retainage/)
4. General Services Administration, "FAR 52\.232\-5: Payments Under Fixed\-Price Construction Contracts" \(2024\) — [https://www\.acquisition\.gov/far/52\.232\-5](https://www.acquisition.gov/far/52.232-5)
5. Wikipedia, "Retainage" — [https://en\.wikipedia\.org/wiki/Retainage](https://en.wikipedia.org/wiki/Retainage)
6. Procore, "Retainage: How It Works and Best Practices" \(2024\) — [https://www\.procore\.com/library/retainage](https://www.procore.com/library/retainage)
7. Terrapin Consulting Group, "Retainage Release Mechanics in Commercial Construction \(2026\): AIA vs ConsensusDocs" \(2026\) — [https://terrapincg\.com/news/retainage\-release\-mechanics\-2026](https://terrapincg.com/news/retainage-release-mechanics-2026)
8. Built, "What Is Retainage in Construction? How It Works, State Laws, and Release Rules" \(2025\) — [https://getbuilt\.com/blog/what\-is\-retainage\-in\-construction/](https://getbuilt.com/blog/what-is-retainage-in-construction/)
9. Autodesk / Dodge Data & Analytics study, cited by ConstructionLeadPro, "Construction Project Closeout Checklist" \(2024\) — [https://constructionleadpro\.com/construction\-project\-closeout\-checklist/](https://constructionleadpro.com/construction-project-closeout-checklist/)
10. CompanyCam, "Why Contractors Get Paid Late \(And How Documentation Fixes It\)" \(2024\) — [https://companycam\.com/resources/blog/why\-contractors\-get\-paid\-late](https://companycam.com/resources/blog/why-contractors-get-paid-late)
11. Levelset, "The Ultimate Guide to Retainage in the Construction Industry" \(2024\) — [https://www\.levelset\.com/blog/retainage/](https://www.levelset.com/blog/retainage/)
12. Siteline, "Retainage: A Complete Guide for Subcontractors" \(2024\) — [https://www\.siteline\.com/blog/guide\-to\-construction\-retainage](https://www.siteline.com/blog/guide-to-construction-retainage)
13. ConsensusDocs, "Retainage: What Contractors Need to Know and Helpful Strategies" \(2024\) — [https://www\.consensusdocs\.org/news/retainage\-what\-contractors\-need\-to\-know\-and\-helpful\-strategies/](https://www.consensusdocs.org/news/retainage-what-contractors-need-to-know-and-helpful-strategies/)
14. Saul Ewing LLP, "Recent Retainage Reforms in Illinois: First Private Projects, Then Local Government, and Now State Agencies" \(2025\) — [https://www\.saul\.com/insights/blog/retainage\-reform\-illinois](https://www.saul.com/insights/blog/retainage-reform-illinois)
15. New York State Senate, "New York Senate Bill 2025\-S5655" \(2025\) — [https://www\.nysenate\.gov/legislation/bills/2025/S5655](https://www.nysenate.gov/legislation/bills/2025/S5655)
16. Allen Matkins LLP, "How to Prepare for 5% Retention in California Construction Contracts" \(2025\) — [https://www\.allenmatkins\.com/real\-ideas/how\-to\-prepare\-for\-5\-retention\-in\-california\-construction\-contracts\.html](https://www.allenmatkins.com/real-ideas/how-to-prepare-for-5-retention-in-california-construction-contracts.html)
17. US Tech Automations, "Construction Project Closeout: 75% Closeout Time Reduction 2026" \(2026\) — [https://ustechautomations\.com/resources/blog/construction\-project\-closeout\-automation\-2026](https://ustechautomations.com/resources/blog/construction-project-closeout-automation-2026)


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**How we made this article:** We use AI in our research and writing so our small team can share more of what we learn. We verify the sources and take responsibility for every article we publish. [Read how we use AI.](https://dancumberlandlabs.com/how-we-use-ai/)

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## About the author

**Dan Cumberland** — Founder, Dan Cumberland Labs

Dan Cumberland helps engineering and construction firms see where they stand with AI and decide what to build first. He created Pacemark, the AI maturity model behind that work, from research on more than 300 companies.

- Take the assessment: https://pacemark.ai/signal/assessment/?track=aec&utm_source=dcl-site&utm_medium=link&utm_campaign=pacemark-assessment
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Source: https://dancumberlandlabs.com/blog/retainage-meaning-in-construction/
