SIG Machine Learning

Engineering, powered by machine learning.

Unlocking operational performance with advanced analytics and machine learning.

Aerial view of an onshore oil and gas field with well pads and gathering lines
Oil & Gas

Trusted by

  • Santos
  • BHP
  • Origin Energy
  • Arrow Energy
  • Symal

How we work

Two ways to work with us.

Develop on our platforms, or let our team deliver and manage a solution for you.

Platform and SDK

Develop on Nexgineer™ or SwitchPad™. Configured for your operational data feeds and tools.

Off-the-shelf solution

Delivered and managed for you by our team.

Every project, three steps

  1. 1

    Validate

    Start on your own history, so the results are yours to check.

  2. 2

    Connect

    Live data in from the systems your team already runs.

  3. 3

    Automate

    Analysis runs every day. Your engineers stay in control.

  • A clear answer
  • Visible reasoning
  • By engineers, for engineers

Results

Measured in the field.

Read the case studies →
0+
Assets connected across customer operations
0%
Efficiency gain in analytical workflows
~0 hrs
Saved per engineer per week
Up to 0%
Production uplift in upstream operations

Nexgineer™ deployments across upstream oil and gas operations.

“We believe we are a ‘world first’ in using a cloud-based AI model to optimise wells. SIG's capability in both machine learning and engineering have ensured a successful trial project where others have failed due to not understanding both.”
Production Strategy Manager · ASX100 energy company

Company

The next generation of engineering technology, today.

SIG Machine Learning builds software that brings machine learning into high-stakes, time-critical decisions, and puts it in the hands of the engineers who make the call.

Brisbane, AustraliaLondon, United Kingdom
  • Core Innovation Hub

    Hot 30 Innovators

  • Origin Energy

    Innovation Award Winner

  • Government of South Australia

    Accelerated Discovery Initiative

  • Unearthed, ExploreSA Gawler Challenge

    Future Data Award

About SIG Machine Learning →
The SIG Machine Learning team at work

Talk to the team.

Tell us about your operation and we'll show you the product on your kind of data.