ADG OneClick AI · Engineering · Canada
Pilot stageFrom Requirements to Reviewed Code — Powered by AI.
Accelerate software engineering with AI-assisted planning, coding and testing, delivered through controlled pull-request workflows — with a human approving every merge.
Pilot stage: ADG OneClick AI is available to selected teams through the pilot programme. Multi-agent coordination and autonomous repair are under development and are not part of the pilot.
- Human approval before merge
- Per-project AI spend limits
- Full audit history
The challenge
Engineering teams are stretched
- Growing backlogsFeature and maintenance work outpaces the team's capacity.
- Repetitive codingEngineers spend time on boilerplate and routine changes.
- Manual planning & testingBreaking down work and writing tests is slow and inconsistent.
- Uncontrolled AI spendAI model usage grows with no per-project limits.
- Inconsistent qualityCode quality varies from change to change.
- No traceabilityIt is unclear which changes were AI-generated and who approved them.
Capabilities
AI-assisted delivery, under engineering control
OneClick AI orchestrates planning, coding and testing in isolated sandboxes and delivers each change as a pull request for your engineers to review.
In pilot8
- Development orchestrationAI-assisted orchestration from an approved requirement to a pull request.
- Requirements analysis & planningRequirements are analysed and turned into a development plan.
- AI-assisted code generationCode is generated on a branch, following the plan.
- GitHub, branches & pull requestsWorks through GitHub branch and pull-request workflows.
- Automated testsTests run automatically on every change.
- Isolated sandboxesEach task runs in an isolated development sandbox.
- LiteLLM gateway & spend limitsA LiteLLM model gateway with per-project AI spending limits.
- Human approval & auditA person approves before merge; every step is kept in the development audit history.
In development2
- Multi-agent coordinationCoordinating several AI agents on one change. Under development — not part of the pilot.
- Autonomous repairAutomatically repairing failed changes. Under development — not part of the pilot.
How it works
From approved requirement to reviewed code
Nothing reaches your main branch without a person approving it.
Step 1 of 6
Approved requirement
Work starts from a requirement your team has approved.
Why ADGTech
Speed without losing control
- In-country deploymentKeep data in Canada — deploy on-premise or in a Canadian cloud region.
- People approve every mergeAI prepares changes; engineers decide what ships.
- Costs cappedPer-project spending limits through the LiteLLM gateway.
- Every change traceableA development audit history records what was generated, tested and approved.
Get started
Join the OneClick AI pilot programme
Tell us about your stack, repositories, team size and the kind of work you want to accelerate.
- Places in the pilot programme are limited
- Pilot scope agreed with your team
- Pick a meeting time right after you submit
Prefer email? contact@adgtech.ai
FAQ
Questions, answered
Is OneClick AI generally available?
Not yet. It is in the pilot stage and available to selected teams through the pilot programme.
Does AI merge code on its own?
No. Every change is delivered as a pull request and a person must approve it before it is merged.
Is multi-agent coordination included?
No. Multi-agent coordination and autonomous repair are under development and are not part of the current pilot.
How is AI spending controlled?
Model calls go through a LiteLLM gateway with per-project spending limits.
Do you work with organizations in Canada?
Yes. Enquiries from Canada are routed to the ADGTech team covering Canada, who reply within local business hours. Solutions can be deployed so data stays in Canada, helping you meet obligations under PIPEDA and provincial privacy laws.