Construction & Manufacturing Operations

Your estimating team is buried. Hiring won't fix it.

You've been running a 23-step workflow with 11 manual handoffs and calling it "understaffed." I find the handoffs that agents handle overnight, and I deploy them in 7 days, not 7 months.

$388K ROI identified 7-day agent deployment 2× operational reach
Book the Operational Scan →

30 minutes. We'll look at your estimating workflow together. No pitch. Just the math.

If you run construction ops, this is your Tuesday.

Bids take 3-4 weeks. They should take 5 days.

Your estimating team runs a 23-step workflow for every project bid. 11 of those steps are manual handoffs: copying data between systems, reformatting numbers for reports, checking spreadsheets against other spreadsheets. You posted a $75K estimator role 5 months ago. It's still open. The backlog keeps growing.

Your field data and your office data don't talk to each other.

Procore has the field numbers. Your estimating software has the bid data. And two people spend 6 hours a week acting as the middleware between them because nobody has wired the connection. That's $45K+ per year in labor doing work that an API call handles in seconds.

You're losing work because you can't bid fast enough.

Your team has the skill. They don't have the capacity. Every week, 2-3 opportunities pass because the pipeline is backed up behind manual process. That's not a talent problem. That's revenue walking out the door. You've tried hiring. The market said no.

Change orders are eroding your margins and nobody's tracking it.

Every change order touches 4 systems. Documentation is inconsistent. Approvals sit in inboxes for days. By the time the numbers are reconciled, the margin impact is a surprise, and it's always worse than expected. Your team knows. They just don't have time to fix it.

You don't have a hiring problem. You have a 23-step estimating problem.

Every pain point above has the same root cause: humans acting as middleware between systems that should talk to each other. Adding a 7th estimator to a 23-step broken workflow gives you a 7-person team running a 23-step broken workflow. The math doesn't change.

What changes the math: redesigning the workflow first, then putting agents on the 14 handoffs that don't need a human decision. That's the difference between "we tried AI and it didn't stick" and "bid volume doubled in 30 days."

One construction client learned this the hard way, and then the right way.

They started skeptical. They all do.

Industrial Customer

Manufacturing & Construction | $8,000/mo retainer

Before Cloon

23 steps to estimate a single job. Team of 6 drowning in a 3-4 week bid cycle. 11 manual handoffs between systems. Two open reqs unfilled for 5 months.

After Cloon

Same team of 6. Double the bid volume. Both open reqs closed, not because anyone was replaced, but because agents stopped wasting their time on work that should never have been manual.

"We'd been trying to hire our way out of a process problem for two years. Andrew mapped our workflow in Week 3 and showed us 14 handoffs that agents could handle overnight. We went from drowning in bids to doubling our volume, same team, zero new hires."

Operations Director Industrial Customer
0x Bid volume capacity
0 days Time to deploy
$0K

ROI identified in first 2 weeks of discovery

0 days

From discovery to deployed agents

Operational reach without new headcount

Process before prompts. Here's how it works for construction.

01

Discovery

I map your estimating workflow in a 2-hour session. Not a sales call. I sit with your estimating team and trace every step, from initial lead to submitted bid. Every handoff. Every bottleneck. Most construction companies have never seen their own workflow drawn out. That's where the $388K starts showing up.

02

Analysis

I identify which handoffs are agent-ready. Not every step needs an agent. Some need a human decision, a judgment call, a relationship. I separate the two, clearly, with numbers attached. You'll see exactly which steps cost you the most time and money, and which ones agents can handle today.

03

Deploy

Agents handle the handoffs. Your team handles the judgment. 7 days from approved architecture to working agents. They connect to your existing stack: Procore, your estimating software, your scheduling tools. No new platforms. No IT overhaul. API calls at pennies per run.

04

Measure

You'll see the impact in the first 7 days. Before-and-after numbers on every deployment. Bid cycle time. Handoffs eliminated. Hours reclaimed. Capacity gained. The math is always the proof, not a slide deck, not a projection, but real output from real work.

Agents do the handoffs. Your team does the thinking.

What agents handle

  • Data entry between estimating systems
  • Document routing and version tracking
  • Compliance check generation
  • Report assembly and formatting
  • Bid package compilation from templates
  • Change order documentation and tracking
  • Field-to-office data synchronization
  • Subcontractor qualification data pulls

What your team handles

  • Client relationships and negotiations
  • Judgment calls on bid strategy
  • Site walks and field assessments
  • Final pricing decisions
  • Subcontractor selection
  • Quality reviews and approvals
  • Risk assessment on complex bids
  • The work that actually requires 20 years of experience

Questions construction leaders ask first.

Do agents replace my estimators?

No. Agents handle the 14 handoffs your estimators shouldn't be doing in the first place. Your team of 6 stays a team of 6. They just stop spending 40% of their time on data entry and start spending it on the judgment calls only they can make. That's why The industrial customer doubled bid volume without a single new hire.

How long until we see results?

7 days from approved architecture to working agents processing real work. Not a pilot. Not a proof of concept someone checks on in 6 months. The industrial customer saw their first agents deployed in Week 4 of engagement. The $388K in operational waste? Identified in the first 2 weeks of discovery.

What about our existing tools, Procore, estimating software, scheduling?

Agents work with your stack, not instead of it. No new platforms to learn. No IT infrastructure to maintain. Agents connect through APIs to the systems your team already uses. Your Procore stays. Your estimating software stays. Everything your team knows how to do, they keep doing.

What does it cost?

Less than one estimator's salary for the whole operational rebuild. Agents run on API compute, pennies per call, not salaries per head. That means your cost doesn't scale with your workload. More bids processed doesn't mean more cost.

Who this is for

Built for construction operators running estimating, bidding, and field ops on manual handoffs. If that's you, the fastest next step is a 30-minute Operational Scan.

Book the Operational Scan.

30 minutes. We'll look at your estimating workflow together. I'll show you where agents fit, and where they don't. No pitch, no proposal, no junior consultant calling you next week. Just a conversation between two people who understand that construction operations shouldn't run on spreadsheets and good intentions.

Book the Operational Scan →

Free. 30 minutes. The only outcome is clarity.

Join Industrial Customer. They went from 23-step bottleneck to 2x bid volume in 30 days.