Your teams already use AI. The question is whether it knows your business. An AI harness encodes your organization's processes, institutional knowledge, and business systems into a structured operating layer that makes every team more efficient and gets smarter the more you use it.
Get an AI harness specifically designed for Drupal Commerce and enterprise operations.
Every organization runs on institutional knowledge. Your most experienced people carry around the processes, standards, and decisions that make your business run. Routine work gets done faster and with fewer errors, whether it’s processing orders, creating tickets, reviewing the architecture of new features, or generating reports.
Your team's routine tasks, encoded as structured AI instructions that execute with the same standards every time, across every team member.
Each task gets the right AI model and profile. Complex decisions use high-capability models. Routine execution uses lighter ones. You control cost at the task level.
When one team solves a problem, that knowledge is promoted into a shared, versioned repository. Every team benefits from what any team discovers.
See exactly what you're spending per task, per team, and per project. No black-box AI bills. Reallocate resources based on real usage data.
An AI harness connects to your ERP, CRM, eCommerce platform, issue trackers, and other internal tools. Your team can query order history, check inventory, look up customer records, or act on open tickets directly from their AI working environment. No context switching. No manual lookups.
We apply the same methodology to your organization that we used to build our own harness.
We identify routine tasks across your teams that can be encoded as repeatable AI skills.
We define skills, configure agent profiles, connect your business systems through MCP servers, and establish cost tracking.
We build the shared knowledge layer, establish the learning process, and train your teams to use the harness effectively.
The harness becomes a flywheel. The more your organization uses it, the more knowledge it accumulates, the more efficient every team becomes.
We've reduced our own routine development work from weeks to hours. We're helping clients do the same, starting with the software development lifecycle and extending into every part of the business.