Truly autonomous AI agents
Truly autonomous AI agents
We think of these agents as regular software engineers, because in practice they are indistinguishable.
Agentic Web Development for Teams That Need Accelerated Velocity
TAG uses fully autonomous AI agents to accelerate implementation on Shopify and modern CMS stacks while keeping enterprise-grade guardrails. We return hours to your team by shortening dev cycles and reducing rework.
TAG Workforce AI
TAG Workforce AI
What it is, why it matters, and who cares
What it is, why it matters, and who cares
Agentic Development pairs senior engineers with autonomous AI agents to ship website tasks faster without compromising QA, security, or review standards. Agents grab Jira tickets, create PRs, take Slack feedback, run tests, and write documentation.
The result: smaller backlogs, shorter cycle times, and more reliable code.
We don't use AI to pad margins, we use it to return hours to your team for higher-impact work like merchandising, conversion optimization, and content strategy.
Efficiency
192%
Efficiency improvement over human-only
Success Rate
77%
AI software engineer success rate at assigned tasks
Focus
110%
Focus from your senior human developers
How we help
A controlled workflow with humans in the loop, not a black box
A controlled workflow with humans in the loop, not a black box
Define the task and success criteria
Define the task and success criteria
TAG scopes the work into clear inputs, acceptance criteria, and measurable outcomes.
Isolate the work
Isolate the work
All changes happen in a feature branch with clear traceability to the requirement.
Automated validation gates
Automated validation gates
CI checks, linting, tests, and security scanning run before anything is approved.
Human review and accountability
Human review and accountability
A TAG lead developer reviews architecture, security, and logic. Humans own the outcome.
Verification and QA
Verification and QA
Work is validated in a dev environment, checked for accessibility as appropriate, and tested before staging or UAT.
Ship and monitor
Ship and monitor
Release with monitoring and a clear rollback plan when needed.
How we work
Many teams use AI, but only one team uses AI like TAG
Zero compromise on quality
Zero compromise on quality
AI-generated code is held to the same TAG quality standards as human-written code. No shortcuts.
Built for real ecomm conditions
Built for real ecomm conditions
TAG specializes in shipping ecomm features & functionality: promos, launches, migrations, and ongoing optimization.
Guardrails and governance
Guardrails and governance
Containment, validation, review, QA, and traceability are part of the process, not add-ons.
Hours back to your team
Hours back to your team
The goal is to reduce operational drag enabling your team to focus on growth, not tickets.
Boutique feel, enterprise work
Boutique feel, enterprise work
Senior attention, fast execution, strong standards.
