Industries

AI consulting for the operators who keep Houston moving

Energy, healthcare admin, industrial logistics, professional practices, and local operators—use cases tied to real workflows, not demos.

Houston doesn’t run on slideware. It runs on turnarounds, prior-auth queues, rail and drayage windows, trade shops, and practices buried in intake paperwork. Ballast-AI works where those constraints are real—mid-market teams and owner-operators who need steadiness and leverage, not a lab experiment.

Energy

LOE pressure, document chaos, and exception load across field and back office—document intelligence, exception detection, ops workflow automation.

Typically mid-market Assessment → 90-day pilot.

Explore energy
  • Field tickets / JSA / job packets
  • AFE and well-file retrieval
  • Invoice and coding exception triage

Healthcare

Denials, prior-auth packets, and admin burden that steal clinical capacity—with human review gates and BAA-ready delivery.

Typically mid-market Assessment → 90-day pilot.

Explore healthcare
  • Prior-authorization packet assembly
  • Denial workqueue assist
  • Admin triage with HITL controls

Logistics & industrial

Order exceptions, POD/invoice breaks, and throughput stuck in email and PDFs—designed for Port of Houston reality.

Typically mid-market Assessment → 90-day pilot.

Explore logistics & industrial
  • Email/PDF-to-order drafting
  • POD / invoice / BOL matching
  • WMS exception queues

Professional services

Law, accounting, advisory, and other practice-led firms sit on repetitive intake, document, and follow-up work that still pulls skilled people into the queue. We automate the structured pieces so judgment stays on the work that bills.

Smaller practices often start with First Automation. Firms coordinating change across teams usually begin with an Assessment.

Explore professional services
  • Client intake and engagement paperwork
  • Document / checklist assembly
  • Timed follow-ups with human approval

Local operators & trades

Electricians, plumbers, HVAC, contractors, and field service operators lose hours to missed calls, slow quotes, and schedule chaos. We build automations around intake, dispatch-friendly scheduling, quoting, and follow-ups—wired into how the shop already runs.

Most owner-operated shops start with First Automation. Multi-crew or multi-location operators may fit the mid-market Assessment path.

Explore local operators & trades
  • After-hours and web intake that reaches the right person
  • Job scheduling with real crew / geography constraints
  • Repeatable quote packages and status follow-ups

Two ways in

Mid-market

Assessment → 90-day pilot

For teams with multiple workflows, stakeholders, and a need to sequence change carefully.

Owner-operators

First Automation

For smaller firms that already know the bottleneck. One process, built and handed off—same build standard, narrower entry.

Start with one metric—not a 90-slide roadmap

Tell us where cost, throughput, or labor is stuck. We’ll tell you if a 2–4 week assessment is the right next step—or if it isn’t.