Data & AI Platforms Services in Houston | IoTree Minds

Enterprise AI, from strategy to production

Houston, TX · Data & AI Platforms

Data & AI Platforms for Houston businesses

Data platforms and predictive models for Houston companies, from equipment health to production forecasts, with operational data handled securely.

Data & AI Platforms in Houston

Data from the field to the boardroom

Houston is the energy capital of the US, with refineries and chemical plants along the Ship Channel, the world's largest medical centre and NASA's mission control. Much of its data comes from operational systems where safety and security come first.

Where it fits

Where Houston teams use it

Oil, gas and LNG

Predictive maintenance

Spot failing pumps and compressors early.

  1. 1Reads historian data
  2. 2Predicts failures
  3. 3Creates work orders
Petrochemicals and refining

Emissions data platform

Emissions data collected and reported consistently.

  1. 1Joins sensor and lab data
  2. 2Calculates emissions
  3. 3Produces reporting outputs

Built for Texas rules

Regulations we design around

Businesses handling Texans' data

TDPSA

Consent for sensitive data and assessments for high-risk processing.

Power utilities and grid operators

NERC CIP

Strict separation between AI tools and systems that run the grid.

Oil and gas pipeline operators

TSA pipeline rules

Operational technology segmented and access controlled, AI included.

Healthcare providers, plans and their vendors

HIPAA

Safeguards and a business associate agreement for anything touching patient data.

Working together · Central Time

Working with us from Houston

Your morning is our evening, so we meet live at the start of your day and build while you sleep.

  1. 8–10 AM CT Live call Review progress and make decisions together
  2. Your working day Your feedback Your team tests and comments in writing
  3. Overnight CT We build Progress is ready for your next morning

How we work

From first conversation to production

  1. 1

    Audit

    We map your data sources, flows, owners and quality issues.

  2. 2

    Architect

    We design a platform that fits your cloud, scale and budget.

  3. 3

    Build

    We deliver pipelines, models and dashboards in working increments.

  4. 4

    Operate

    We set up monitoring, alerts and governance your team can run.

FAQ

Questions from Houston teams

Ask us something else
Can you use our process historian data?

Yes. We read historian data through approved interfaces and bring it into an analytics platform on the business network.

What is MLOps?

MLOps is the set of practices and tools for deploying, monitoring and updating machine learning models reliably, much as DevOps does for software. It keeps models accurate as data changes.

Which cloud platforms do you work with?

We work with the major cloud providers and with on-premise environments, and design the platform around the tools and contracts you already have.

Do we need a data platform before starting with AI?

Not always. We often build the data foundations a specific AI use case needs first, then extend the platform as more use cases follow.