Put AI to Work on theJobsite
Four practice areas built specifically for heavy industrial and EPC contractors — data infrastructure, AI agents, project intelligence, and portfolio visibility. Engineered by people who've spent 20 years on the jobsite.
Four Practice Areas. One Operating Picture.
Every engagement starts with the workflow that's burning the most hours — not a predefined product. We combine these disciplines however your jobsite demands.
Data Infrastructure — Built or Managed
Databricks · Build & Hand Off · Or Managed Services
We design, build, and operate modern data platforms for construction — Databricks lakehouses, SQL Server modernization, ingestion from P6, Procore, Bluebeam, Aconex, BIM 360, and your ERP, Unity Catalog governance, and Bronze → Silver → Gold curation. Hand it off to your team, or let us manage it for you ongoing.
AI Agents for the Jobsite
P6 Chat · Doc Control · Knowledge AI
Talk to your P6 schedule in plain English. Automate RFI logs, submittals, transmittals, and daily reports. Turn 20 years of project archives into a queryable AI your new PMs can ask. Working agent delivered in two weeks.
Project Intelligence
Schedule Risk · Cost Forecast · Safety
Predict cost overruns and schedule slips before they happen. Risk-weighted CPM analysis. Safety leading indicators from field data. Production-grade ML monitored end-to-end — not dashboards dressed up as AI.
Portfolio Visibility
Power BI · Project P&L · Productivity KPIs
Executive dashboards that show which projects actually make money, where hours are bleeding, and which crews drive your margin. Power BI deployments, KPI frameworks, and project P&L views — one source of truth from C-suite to superintendent.
How We Deliver
Two-week sprints from kickoff to first working deliverable. No 90-day discovery phases.
Discovery & Workflow Walk
We walk your workflows — schedule, doc control, field reporting, cost. We identify which tasks burn the most manhours and which would unlock the biggest gains. You get a prioritized roadmap — not a sales pitch.
Architecture Design
Our architects design the right solution for your tools and team — P6 and Procore, your ERP, your project archives. AI-first from day one. Full documentation before a single line of code is written.
Agile Build & Deploy
Two-week sprints with working demos on your real project data at every checkpoint. No black boxes. You see progress, give feedback, and stay in control of priorities.
Handoff & Enablement
We train your PMs, schedulers, and field teams. Document everything. Stay on as partners for monitoring, tuning, and the next workflow wedge.
What We Automate
Six functional areas where we have the deepest playbooks. Pick the workflow burning the most hours.
Scheduling
Primavera P6 querying, CPM analysis, look-ahead generation, schedule risk
Document Control
RFIs, submittals, transmittals, drawing logs, distribution matrices
Engineering Coordination
Drawing reviews, spec compliance, BIM clash review prep
Safety
Incident logging, toolbox talks, leading indicator analysis
Quality / QA-QC
Inspection records, NCR tracking, punch list automation
Quantity Surveying
Takeoffs, cost engineering, change order processing
Additional Capabilities
The supporting work we bring to every construction engagement — from API integrations to MLOps.
Cloud Migration
On-prem to Azure / AWS — for legacy SQL Server, file shares, and project archives
Data Governance
Project security, role-based access, and audit trails built into the architecture
API Development & Integration
Connect P6, Procore, BIM 360, and your ERP through robust APIs — REST and GraphQL
24/7 Jobsite Line
Our packaged Malya Voice product — after-hours emergency capture and crew dispatch
MLOps & Model Monitoring
Keep schedule-risk and cost-forecast models accurate as your projects evolve
Custom Portals
Owner portals, sub portals, and PM dashboards — purpose-built for your projects
Construction Tools & Data Platforms We Work With
From P6 to Power BI — every layer of your operating stack
Built by Builders.
Not Consultants in Suits.
Most data & AI vendors have never set foot on a jobsite. We've spent 20 years on them — in the schedule, in the field, in document control. We translate construction operations into AI systems because we lived the work first.
Ready to Put AI
on the Jobsite?
Every engagement starts with a free 30-minute audit of one workflow — scheduling, doc control, or whatever is burning the most hours. No slides. No pitch. Just an honest conversation.