Business Analysis
I turn construction processes into clear requirements, workflows and controls, so site, procurement and finance work as one process.
How I do business analysis →
Atul IwaleProcess, Data & AI for Construction
I help construction teams make better decisions with clearer processes, reliable data, and practical AI.
10+ years leading digital transformation in construction: mapping processes, leading system implementations, and now building forecasts, AI assistants and automations that help to increase the ROI of the project.
- 10+
- years in AEC technology & delivery
- 30+
- clients supported
- 20+
- ERP modules implemented
- 250+
- users trained
- PMP
- certified, 2025
15 portfolio projects · 9 use machine learning · 2 built on real public data — see all projects →
How I help
Project Management
I run ERP implementations from discovery through go-live and stabilisation, so teams actually adopt the new system.
How I run implementations →Data Analysis
I turn scattered project records into reliable, decision-ready reporting.
How I analyse data →ML, AI & Automation
I build forecasting, risk and AI-assistant tools, and small agent-based automations that remove repetitive work, so teams turn project data into decisions faster.
How I apply ML & AI →How everything connects
Connecting AEC expertise, technology implementation and data intelligence to the decisions that move your projects forward.
Tap a step to see how it creates value.
AEC Business Knowledge guides Technology, which produces Data. Data branches into Analytics, Machine Learning and AI, which converge into Actionable Insights, supporting Informed Decisions. The methods are selected for the task.
How it creates value
AEC Business Knowledge
My understanding of AEC processes guides how technology is applied, what data is captured, and which insights matter.
My understanding of AEC processes guides how technology is applied, what data is captured, and which insights matter.
Helping AEC teams adopt technology through targeted training, User Acceptance Testing (UAT), and implementation aligned with their project workflows.
Map, validate and organize operational records into a reliable foundation for analysis.
Use dashboards and analysis to explain performance, investigate variance and identify what needs attention.
Learn from historical data to estimate outcomes and identify risks, with results checked against operational reality.
Make project knowledge easy to find and routine work run on its own: AI assistants that answer questions from contracts and project documents, and small agent-based automations that handle repetitive tasks like ticket triage, approval follow-ups and report generation.
Translate analytical findings into practical options, priorities and next steps for project teams.
Combine evidence with AEC expertise and professional judgment to decide what to do next.
Who I help
BUSINESS ANALYSIS
Map sales, booking-to-handover and cost workflows, and define the approvals that connect them.
PROJECT MANAGEMENT
Roll out ERP across sales, projects and finance, from requirements and UAT through go-live and handover.
DATA ANALYSIS
Bring bookings, collections, project costs and cash flow into one trusted view for leadership decisions.
ML, AI & AUTOMATION
Forecast cancellations and margins, flag collection risk early, and automate sales and payment follow-ups.
BUSINESS ANALYSIS
Map site-to-procurement-to-finance processes, from indent and PO to billing, so every handoff is clear.
PROJECT MANAGEMENT
Implement contractor ERP from kickoff to go-live: configure, migrate data, train site teams and stabilise.
DATA ANALYSIS
Put procurement, subcontract, inventory and payroll data in one place, with budget-versus-actual reporting.
ML, AI & AUTOMATION
Flag payroll anomalies and equipment breakdown risk, and automate approval reminders and daily reports.
BUSINESS ANALYSIS
Turn client needs into clear requirements, business rules and UAT scenarios that everyone can sign off.
PROJECT MANAGEMENT
Plan and govern system rollouts for clients, keeping scope, risks, milestones and stakeholders visible.
DATA ANALYSIS
Keep project records clean and traceable, so estimates, audits and claims stand up to scrutiny.
ML, AI & AUTOMATION
Produce ML cost estimates, review contract clauses for risk, and draft recurring reports automatically.
BUSINESS ANALYSIS
Simplify approvals and handoffs, so site, office and finance teams know who does what, and when.
PROJECT MANAGEMENT
Deliver training, UAT and go-live support that sticks, with follow-up until the system is part of daily work.
DATA ANALYSIS
Build dashboards teams actually trust, with clean data, agreed KPIs and numbers that match the ERP.
ML, AI & AUTOMATION
Answer project questions with an AI assistant, and automate daily task alerts and status updates.
Featured projects
View all projects
Construction Safety Intelligence
- 19,021 real OSHA injury reports
- 84% agreement with OSHA’s own coders
Construction ERP Intelligence Copilot
- 94.8% correct end to end
- Finds the exact record for 100% of lookups
Real Estate Sales
- Finds 65% of cancellations in the riskiest 20% of bookings
- Prices 760 unsold flats with XGBoost
Three ways to work with me
HIRING
Hiring for a data or AI role?
15 projects, 9 with machine learning and 2 on real public data, built by someone who knows how construction actually runs.
CONSULTING
Need help with your project data?
From ERP workflows to forecasts and risk flags your team will actually use.
PRODUCT
Building construction or property tech?
A domain expert who can also build and test the model, and who has worked with real OSHA and NYC building data.