By the time you see the numbers, the margin is already gone.
I build the system that shows every project's cost and schedule in real time. AI-backed builds that ship production modules every few weeks, not one big release at the end.
Work-Smart builds AI systems for construction companies that consolidate scattered project data into a live operational dashboard. From real-time cost tracking to certification automation to worker management, construction firms see project margins before they disappear, not after.
Fixed-Fee Implementation•4-12 Week Timeline•First System Ships in 4-8 Weeks
Your operation is scattered. Not by accident. By necessity.
Your data lives in Excel. All of it. Project costs, schedules, materials, labor, invoices, compliance. You run everything from a 15-tab spreadsheet because it's the only system everyone can understand. Your subcontractors don't have systems. Your field teams report back when they have time. Your invoices come in weeks after the work. Your finance team reconciles everything on the back end.
The result is structural blindness. You can't answer the three questions that matter most.
How much is this project costing in real time?
You don't know until the closeout. By then, the margin is gone. One construction company discovered they were losing 10-15% of project margins to processes they'd accepted as normal, over-ordering materials, duplicate work, subs delivering late without the crew catching it in time.
Where are the schedule delays happening?
Field teams report back when they remember. By the time the PM hears about it, the critical path is already compressed. Rework gets approved without a second thought because the project is already behind.
What's exposed from a compliance perspective?
Certifications, permits, safety documentation, they're scattered across email, site files, and people's heads. An audit happens six months after a project closes. The correction is reactive, not preventive.
This isn't an AI problem. It's a data problem. Most construction companies have the data. They just can't see it in time to act on it.
One construction company with 650 employees ran their entire operation from that 15-tab Excel spreadsheet.
The Problem
Argentina's largest construction group operates across multiple concurrent projects. Each one has its own cost structure, crew assignments, material sourcing, subcontractor schedules. The CEO couldn't answer "are we making or losing money on this project?" without asking three people and waiting for a spreadsheet update.
Monday status meetings happened because there was no other way to align the team. Someone read the current project status from the dashboard tab. Someone else reported back materials that arrived late. The CEO was losing visibility into the thing that determines whether the company makes money.
What We Built
I consolidated their operational data from Excel and disconnected systems into a single source of truth. Built a live dashboard where the CEO sees every project's cost in real time. Implemented automated document search across contracts and statements of work, what used to take 60 minutes now takes 30 seconds. Automated certification tracking. Added worker management across multiple sites.
The system ships in phases. Phase 1 (6 weeks): data consolidation and live dashboard. Phase 2 (4 weeks): cost tracking against actuals. Phase 3 (2 weeks): certification automation. Each phase ships into production before the next one starts.
The Results
- •CEO sees every project's cost and schedule status in real time
- •Document lookup: 60 minutes → 30 seconds
- •Finance catches cost overruns 3 weeks earlier
- •No more Monday status meetings
- •Rework prevented instead of corrected
Why It Worked
- •Started with data consolidation, not a tool purchase
- •Phases shipped in order of business impact, live dashboard first
- •No junior consultants, no slide decks, no pilots
- •One builder working directly with the CEO and operations team
- •CEO had a working dashboard to log into every day
Timeline and cost: A build of this scope typically runs 6-12 months depending on your complexity. You pay as deliverables ship. Phase 1 ships, you pay for Phase 1. For a typical construction company with multiple concurrent projects, expect a fixed-fee build for full implementation.
You should work with me if you're:
A GC, specialty contractor, or construction firm with 50-650 employees.
This is the operational complexity where a system makes the most difference. Smaller companies don't have the chaos yet. Larger companies have the team and budget for enterprise platforms.
Running a $10M-$500M operation.
That's the revenue range where building custom infrastructure makes financial sense. A 2% margin improvement is $200K-$10M. A system that prevents 10-15% margin loss across a year pays for itself in the first quarter.
Losing visibility to margins somewhere in your operation.
You know it's happening, you just can't pinpoint where. One project looked good on the bid, but the costs crept up. Another had schedule delays nobody saw coming.
Tired of Excel.
You've outgrown it. You need a system that your whole team can trust. Not because it's perfect, but because it's up to date.
Ready to own the system.
Not a subscription platform. Not a monthly license. A system your company owns that your engineering team can support or that you can hand off to another consultant if needed.
Clear pricing. No surprises.
The diagnostic is a fixed fee. You find out exactly what's broken and what to build first.
The build is a fixed fee scoped from the diagnostic. A single automation is a smaller engagement. A full data consolidation plus dashboard plus automation layer is larger. Most construction builds spread over 3-6 months in phases.
The timeline is 4-16 weeks depending on scope. First working system ships in 4-8 weeks. Full infrastructure takes 6-9 months.
You pay as deliverables ship. Phase 1 ships → you pay Phase 1. No hourly billing. No scope creep.
For context:
Big consulting firm
$100K to $300K
A strategy deck and a 6-month sales cycle. You get a PDF. No system is built.
Team-based fractional firms
$4,600 to $15,000 diagnostic, then $11,600+/month
Most are advisory-only, they tell you what to build, then you find someone else to build it.
Automation agencies
$5K to $50K per tool
If you need automation across multiple systems, you pay multiple times.
Work-Smart
Fixed-fee build
A production system you own, built specifically for your operation, with team training included, and zero lock-in.
Four steps from diagnosis to production.
The Diagnostic
I spend a week learning your operation. Kickoff call with you and key stakeholders. I talk to PMs, field leads, finance, crew chiefs. I map your data, your systems, your processes. I find where the chaos is. I identify what's exposed.
The Analysis
I consolidate my findings. Where are you losing money? What's the quick win? What's the foundation that needs to come first? I show you exactly what's broken.
The Recommendation
You get a decision document. Not a slide deck, a report written in business language that tells you: here's what to build first, here's why, here's what it will cost, here's the timeline.
The Build
If you move forward, the build starts. Phase 1 (typically 6-8 weeks) delivers your live data foundation and a working dashboard. You have a system you can use immediately. Phase 2, 3, and beyond build on that foundation. Your team is involved 2-3 hours per week.
You've probably thought about this before.
"We tried software and nobody used it."
Most construction companies have bought a tool, a project management platform, a BI dashboard, and watched adoption stall within 90 days. The difference: those tools were purchased before the data was clean. When the data underneath is structured, the tool works because the answers are accurate. That's why I start with data consolidation, not tool selection.
"Our field guys aren't tech-savvy."
They don't need to be. The system was designed for field engineers who, as one person close to the operation put it, "don't even know how to open a computer." The interface is a search bar. You type a question, you get an answer. If your crew chief can send a WhatsApp message, they can use the system.
"We're too busy building to stop for a tech project."
You don't stop. The diagnostic runs alongside your operation. 2-3 hours per week from your team. The build phases ship into production without disrupting active projects. The construction group never paused a single project during the 9-month engagement.
The AI Operating System. Applied to Your Industry
Data Consolidation
Your project data consolidated into one system. Costs, schedules, materials, labor, subcontractor invoices, change orders. Everything that's currently in Excel, email, and field reports lives in a single source of truth. Clean schema. No duplicates.
Live Dashboard
A live dashboard the CEO opens every morning. Current project costs vs. budget. Schedule status by phase. Material arrivals. Crew allocation. Certification status. Every number is current as of 8am. No spreadsheet update required.
Company Knowledge AI
An AI system trained on your company's knowledge. Your contracts, your historical projects, your playbooks, your lessons learned. The field team asks it questions and gets answers rooted in your knowledge, not generic ChatGPT.
Governed Automation
Workflows that run without human intervention but with oversight. Certification tracking that flags missing docs. Change order routing that follows your approval process. Crew scheduling that respects constraints you define.
AI Governance
An AI use policy. Shadow AI monitoring. Approved tool list. Data exposure assessment. You're not banning AI, you're governing it. You know what data your team enters into ChatGPT. You control which tools touch your sensitive project data.
AI Visibility
Your company shows up when prospects ask AI about construction firms in your region. Your case studies, your thought leadership, your expertise appear in LLM responses when someone says "I need a contractor who does X." This comes after the foundation is solid.
Construction AI System
Argentina's largest construction group ran 7 concurrent projects from a 15-tab Excel spreadsheet. The CEO couldn't answer "are we making or losing money on this project?" without asking three people and waiting for a spreadsheet update. Monday status meetings happened because there was no other way to align the team.
The CEO now sees every project's cost and schedule status in real time. Document lookup went from 60 minutes to 30 seconds. The finance team catches cost overruns three weeks earlier than they used to. No Monday status meetings.
See the full case study →Frequently Asked Questions
That happened because you bought a tool before your data could support it. The tool was fine, the data wasn't. Every build I do starts with data consolidation. You'll have a foundation that works. The tools are secondary.
Most of it. Cost data, schedules, material records, subcontractor invoices, contracts, compliance docs. Your team's sensitive information stays in your systems. I don't copy it. But I need visibility into how it's structured so I can consolidate it. We sign an NDA before any work begins.
Yes. Most construction companies use one of those systems. The dashboard pulls real-time cost data from your accounting system. You don't have to rebuild your accounting. We build on top of what you have.
Yes. One construction group we worked with operates across multiple jurisdictions. The system handles multi-state complexity, different labor laws, different compliance requirements, different crew structures. The data layer supports geography as a dimension.
The system stays yours. You own the dashboard, the code, the infrastructure. On retainer, I maintain it, deploy new capabilities, optimize based on usage, and respond to urgent issues. Most construction companies stay on retainer because the system keeps getting better. But you're not locked in. You can hand it off to another team anytime.
First working system ships in 4-8 weeks. One construction group saw margin improvements within the first month of dashboard adoption because the team started making smarter decisions with real-time data. If you're currently losing 2-5% of margin to inefficiency, the payback happens fast.
That's exactly the math that makes this work. If you're losing 2-5% of margins to inefficiency, late cost detection, material miscalculation, overtime from poor scheduling, the system pays for itself in the first quarter. Recovering 3% on a $10M project is $300K in recovered margin, many times the build cost. Plus, up to 65% of the build cost qualifies for R&D tax credits.
Most construction companies start exactly where you are. Data everywhere. Margins slipping. No visibility until it's too late.
The diagnostic gives you a clear picture. What's broken. What to build first. What it will cost. Then you decide whether it makes sense to move forward.