Construction Automation & AI · Houston, TX

Built for
construction. By construction.

AI agents, automation, and data systems for heavy industrial and EPC contractors — built by people who've spent 20 years on the jobsite, in the schedule, and in the document control office.

20+
Years in Construction
$4M+
Client Savings Generated
10TB+
Data Processed Daily
99.9%
System Uptime
Practice Areas04 Disciplines
01
Data Infrastructure — Built or Managed
We design, build, and operate modern data platforms for construction. Migrate off Excel and legacy SQL onto Databricks lakehouses. Ingest from P6, Procore, Aconex, ERP. Unity Catalog governance. Bronze → Silver → Gold curation. Hand off to your team — or let us manage it ongoing.
DatabricksBuildManaged
02
AI Agents for the Jobsite
Talk to your P6 schedule in plain English. Automate RFI logs, submittals, and daily reports. Turn 20 years of project archives into a queryable AI your new PMs can ask. Working agent delivered in two weeks.
P6 ChatDoc ControlProject RAG
03
Project Intelligence
Predict cost overruns and schedule slips before they happen. Risk-weighted CPM analysis. Safety leading indicators. Production-grade ML monitored end-to-end — not dashboards dressed up as AI.
Schedule RiskCost ForecastMLOps
04
Portfolio Visibility
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 built for construction.
Power BIProject P&LKPIs
Why Malya

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.

“We don't do 90-day discovery phases. You see a working AI agent on your real project data in the first two weeks — guaranteed.”

2 wks
Time to first working agent
On your real data, guaranteed
32%
Average labor-hour reduction
Within the first 6 months
94%
Client retention rate
Clients who expand engagements
100%
Knowledge transfer
Full docs + team training, always
What sets us apart
Twenty years in construction operations
We've worked schedules, doc control, engineering, safety, and QS. We translate operational reality into AI — not the other way around.
Data platforms, built or managed
Databricks lakehouses, Unity Catalog governance, Bronze → Silver → Gold curation. Modern data infrastructure designed for AI workloads from day one — handed off to your team or run by us ongoing.
AI-first data architecture
Every system we build is designed to feed agents and ML from day one. No bolt-on retrofits, no "AI later" promises.
Fixed-scope or T&M — your call
Procurement-friendly commercial models that match your risk appetite and approval process.
Engagement Model04 Steps
01

Discovery

We walk your workflows — schedule, doc control, field reporting, cost. We identify which tasks are burning the most manhours and which would unlock the biggest gains.

02

Architecture

We design the right solution for your tools and team — P6 and Procore, your ERP, your project archives. AI-first from day one.

03

Agile Build

Two-week sprints with a working agent or pipeline at every checkpoint. You see real output on your real project data — not slideware.

04

Enablement

We train your PMs, schedulers, and field teams. Document everything. Stay on as partners for monitoring, tuning, and the next wedge.

What We Automate06 Functions
Scheduling
Primavera P6 · CPM Analysis · Look-Aheads
Document Control
RFIs · Submittals · Transmittals · Drawing Logs
Engineering Coordination
Drawing Reviews · Spec Compliance · BIM Clash
Safety
Incident Logging · Toolbox Talks · Leading Indicators
Quality / QA-QC
Inspection Records · NCR Tracking · Punch Lists
Quantity Surveying
Takeoffs · Cost Engineering · Change Orders
Construction Tools, Data Platforms & AI We Work With in Production
Primavera P6ProcoreBluebeamAutodesk Construction CloudAconexSharePointBIM 360Microsoft SQL ServerDatabricksAzure SynapseApache SparkDelta LakedbtPythonPower BIAzure MLMLflowscikit-learnXGBoostLangChainOpenAIClaude / AnthropicFastAPINext.jsn8nVapiPostgreSQLSupabaseVercel
Also from Malya

Malya Voice — 24/7 Jobsite Line

Productized AI phone answering, built for construction. Capture every after-hours emergency call, dispatch on-call crews, route sub coordination calls, and run a 24/7 safety reporting hotline — without staffing a call center. Plans from $250/month.

24/7 emergency call capture
On-call crew routing & dispatch
Sub coordination & status calls
Safety reporting hotline option
Full call transcripts and logs
Setup in days — no IT lift
62%
After-hours emergency calls captured
24/7
Always on — nights, weekends, holidays
<30s
Average answer time
$250
Starting price — no setup fee
Get Started

Ready to put AI
on the jobsite?

Start with a free 30-minute audit of one workflow — scheduling, doc control, or whatever is burning the most hours. No slides, no pitch — an honest conversation about what AI can actually do on your projects.

Houston-based
National & International Delivery
Free Initial Audit

Or email us at hello@malya.io