OPMS · West Perth, Western Australia

A one-day AI workshop on a production codebase

OPMS, a West Perth software company, spent one day with us on its own production repositories. The engineers shipped faster the next day, and within weeks QA, support and management had changed how they work too.

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Call 1800 570 693 to talk to the demo agent. Plans start at A$299 a month, GST included.

Workshop day · West PerthJiraFigmaCI

Agent 1Repository APull request reviewComments posted
Agent 2Repository BPull request reviewComments posted
Agent 3Repository CPull request reviewComments posted

Three repositories reviewed in parallel, findings in minutes

Workshop reportWorkflows and tools guidePrompt library

1 dayOn-site against the production codebase
3 reposReviewed in parallel in the live demo
3Deliverables the team kept
Next dayEngineers shipping faster

Tiiu TiisaarCEO, OPMS

The Vertical AI workshop was a turning point for us. By the day after the session, we were already realising significant velocity gains. Since then, the impact has spread well beyond engineering: QA, support, and even management have all reshaped the way they work. It's hard to overstate how much it has changed our day-to-day.

Tiiu Tiisaar on LinkedIn

The company

OPMS builds production systems for the offshore energy sector across several repositories and services. Its CEO, Tiiu Tiisaar, wanted to see AI-native development on the company's real codebase.

The team had seen the demos and tried ChatGPT for code suggestions. None of that closed the gap between AI writing a todo app and AI shipping the next feature on a multi-repo production codebase, with its architectural constraints, Jira tickets and deadlines.

The workshop day

Two of our team sat with two of OPMS's senior engineers in West Perth and worked against the production repo all day. We connected their tools, wrote down their architecture's gotchas, built workflows for their stack and shipped real work.

Their production stack
We set the workshop up on their own repos, Jira, Figma and CI, the stack the team ships from.
Cross-repo review
Three AI agents reviewed pull requests in three repositories in parallel. Findings landed in minutes, with comments posted to each pull request, and they caught issues the existing process had missed.
Three deliverables
The team kept a workshop report with recommendations, a guide to workflows and tools written for their stack, and a prompt library tuned to their conventions.

After the workshop

The next dayThe engineers were shipping faster.
Within weeksQA and support had changed their processes.
Within weeksManagement was using AI for planning and documentation.
Since thenBacklog items that had sat for months started shipping.

Workshops for other teams

The workshop
The workshop is one day on-site with your team, on your own systems, and the team leaves with a playbook for the following Monday. We run it for engineering, sales, marketing, operations, finance and support teams.
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Who runs it
We build AI voice and text agents in Perth, on a platform we run ourselves. Workshops run on-site anywhere in Australia or remotely.
About us

Questions

We spend a day on-site with your engineering team, working against your production codebase. By the end of the day the team has shipped real work using AI-native workflows and has a playbook for Monday morning.

No. We start from zero and build up. By the end of the day your engineers are running parallel AI agents across feature branches and reviewing PRs autonomously.

Three deliverables: a workshop report with findings and strategic recommendations, a workflows and tools guide written for your stack, and a prompt library tuned to your codebase conventions.

Yes. We work against your production repo on workshop day, connecting to Jira, Bitbucket, GitHub, Figma, your CI pipeline, and the rest of the stack you already use.

The OPMS engineers shipped faster the day after the workshop. Within weeks the change had spread beyond engineering, and QA, support and management had reshaped their workflows too.

No. Vertical AI is Perth-based, but workshops can run on-site anywhere in Australia or remotely. We work with software teams across Australia and internationally.