AI-Powered Estimation

Stop losing money on projects you thought you understood.

Plumb reads your brief, finds the complexity your client forgot to mention, and generates a detailed, defensible estimate in minutes -- not a Sunday afternoon. Win more bids at margins that actually survive delivery.

3.2x
Faster than manual estimates
94%
Estimate accuracy rate
$18K
Avg. annual savings per freelancer
Professional reviewing project estimates at laptop
A look inside Plumb
app.estimateai.com / today
Plumb dashboard preview
🔒 SOC 2 Type II certified
📋 Exports in under 60 seconds
📈 Learns from your actual delivery data
14-day free trial, no card required
🌟 4.9 / 5 average rating, 400+ reviews

Every project you underquote chips away at your business.

Freelancers and agencies lose an average of 22% of project revenue to scope creep and underestimation. It is not a one-time loss. It compounds every single month.

Freelancer reviewing project budget spreadsheet
📈

The Underquote Trap

You win the job, then spend the next three months delivering far more than you quoted. The client is happy. Your bank account is not. You do it again next month.

Hours Lost to Estimate Prep

Senior developers and designers spend 4-8 hours per proposal on estimation alone -- time that generates zero revenue. That adds up to thousands in lost billing per quarter.

🙃

Scope Creep You Never Saw Coming

Clients change requirements. Integrations are messier than they look. Without thorough upfront analysis, you absorb every surprise as lost margin, often without the client even realizing it.

🕑

Inconsistent Quotes Erode Trust

When two similar projects come back with wildly different estimates, clients notice. Plumb ensures your methodology is consistent, documented, and defensible every time you send a proposal.

From rough scope to polished estimate in under ten minutes.

Plumb is not a calculator. It is an AI analyst that reads your brief the way a seasoned project manager would -- then builds the full breakdown so you don't have to.

01
📄

Paste Your Scope

Drop in an email, a Notion doc, a Slack thread, or your own bullet points. Plumb reads natural language with no templates required. The messier the brief, the more value the analysis adds.

02
🤖

AI Analyzes and Expands

The model identifies deliverables, flags unstated assumptions, estimates complexity for each component, and surfaces risk factors the client probably didn't mention -- because they didn't know to.

03
📋

Export a Client-Ready Estimate

Get a structured breakdown with hours by role, line-item costs, contingency ranges, and assumption documentation. Export to PDF or paste into your existing proposal. Fully editable before you send.

Built for the way real projects actually work.

Not a spreadsheet template. Not a flat rate calculator. A genuine AI analysis layer that understands project complexity the way experienced practitioners do -- and documents every assumption so you're protected when things shift.

🔍

Hidden Complexity Detection

Plumb identifies integration requirements, edge cases, and stakeholder coordination overhead that clients routinely omit from briefs -- and adds appropriate hours automatically.

🎯

Confidence Ranges, Not False Precision

Every estimate ships with best-case, expected, and worst-case ranges. Set realistic expectations with clients upfront and protect yourself when reality lands somewhere between the lines.

📚

Assumption Documentation

Every assumption baked into the estimate is logged automatically. When scope shifts, you have a documented baseline that protects your margins and drives defensible change order conversations.

📈

Historical Calibration

Connect past projects and Plumb learns your actual delivery velocity. Estimates improve with every project you complete, becoming more accurate the longer you use the platform.

👥

Team Rate Management

Assign different hourly rates to different roles. Plumb allocates hours by role based on the work required, then calculates blended totals automatically for budget conversations.

📄

Proposal-Ready Exports

One-click PDF exports formatted for client delivery. Or pull raw data into your own proposal template via API. Either way, your estimate looks as professional as the work you deliver.

Real feedback from freelancers and small agencies.

Over 2,400 independent professionals and agencies have run estimates through Plumb since launch. Here is what they found on the other side.

★★★★★

"I used to spend half a Sunday building estimates for Monday proposals. Now I paste the brief, review the output in fifteen minutes, and send. My close rate actually went up because my estimates look more thorough."

DK
David K.
Independent Full-Stack Developer, 9 years freelance
★★★★★

"The assumption documentation alone is worth the price. I finally have a paper trail when clients try to redefine the project midway through. We have not had a scope-creep blowup since we started using it."

MR
Maria R.
Design Agency Principal, 8-person team
★★★★★

"I knew I was undercharging but couldn't figure out where. Plumb surfaced three recurring line items I was silently absorbing. Fixed that in my next proposal. Added $3,400 in margin on a single project."

TH
Tom H.
WordPress Specialist, 6 years solo

How it stacks up against the alternatives.

Spreadsheets require manual entry and produce a single number. Generic PM tools do not read your brief. Plumb is the only tool built specifically for the pre-project estimation problem.

Capability Plumb Spreadsheet Templates Generic PM Tools
Reads unstructured briefs Yes No -- manual entry only No
Flags hidden complexity Yes -- automatically No No
Confidence ranges Best / Expected / Worst Single number only Limited
Assumption documentation Automatic on every estimate Manual, if at all Manual
Historical calibration Yes -- improves over time No Limited
Client-ready PDF export One click Manual formatting required Yes
Time to first estimate Under 10 minutes 4-8 hours 2-4 hours

Pick the plan that fits your volume.

Every plan includes a 14-day free trial with no credit card required. Cancel anytime with no friction and no penalty. Your estimates are yours -- we'll export everything before you go.

Solo
$29/mo

For independent freelancers managing their own client flow with up to 10 active proposals per month.

  • Up to 10 estimates per month
  • AI scope analysis and hidden complexity flags
  • Confidence ranges (best / expected / worst)
  • Assumption documentation
  • PDF export
  • Email support
Start Free Trial
Agency
$189/mo

For agencies with multiple estimators, shared client libraries, and reporting requirements across teams.

  • Everything in Studio
  • Unlimited team members and roles
  • Shared estimate libraries across your team
  • API access for custom integrations
  • Full white-label PDF exports
  • Dedicated onboarding and quarterly review
Start Free Trial

Answers to what we get asked most.

Does Plumb work for all project types?

Plumb is trained primarily on software development, web design, branding, and digital marketing projects. It performs best when the brief describes a deliverable with clear technical or creative components. Large civil or construction projects are outside its current scope.

How does historical calibration work?

When you mark a project as completed, you can log the actual hours delivered. Plumb compares actuals vs. estimates by category and adjusts its confidence ranges over time to reflect your team's real delivery pace -- not generic industry averages.

Can clients see my estimates before I send them?

No. Everything you create stays private until you choose to export and share. Plumb does not have a client portal -- exports are flat PDF documents you send through your existing channels.

What happens when my estimate turns out to be wrong?

It will happen. No tool eliminates estimation error entirely. That is why Plumb always exports assumption logs -- so when scope shifts, you have a documented baseline for a change order conversation rather than an argument about what was originally agreed.

Is my project data used to train the model?

No. Your project data is used only to calibrate your own estimates within your account. We do not train shared models on customer content. Full details are in the privacy policy.

How is Plumb different from just asking ChatGPT?

General-purpose chat tools produce estimates but don't document assumptions, don't learn from your past projects, and don't export client-ready formats. Plumb is a dedicated workflow -- estimate, document, calibrate, export -- built around how proposals actually get sold.

Can I integrate Plumb with my proposal software?

Agency plan subscribers get full API access, making it straightforward to pull estimate data into Proposify, PandaDoc, or any custom proposal stack. Solo and Studio users can copy/paste line items or use the PDF export directly.

Can I cancel anytime?

Yes, with no questions and no cancellation fee. Your estimates remain accessible for 30 days after cancellation so you can export anything you need before the account closes.

Your next estimate should take minutes, not most of a weekend.

Start your 14-day free trial. No credit card required. Paste your first brief and see exactly what Plumb finds in the scope you thought was simple.

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