ai:audits
AI adoption, mapped to your workflow.
Which tasks are worth automating, which tools actually fit your stack, and where the risk sits: most teams are missing the map, not the motivation.
An out:grow audit gives you a concrete plan: the workflows to change first, the tools to use, and the order to roll them out in.
01:
How the audit works.
We start by watching how your team actually works, not how the org chart says it works. Intake, planning, handoffs, review, reporting: every one of those steps has AI leverage hiding in it.
Two weeks in, you get a written roadmap, not a slide deck of buzzwords: the specific tools to adopt, the workflows to change, and a rough sequencing so your team isn't retooling everything at once.
Curious about the method first? We published the full workflow-audit process, step by step, so you can run a lighter version in-house before bringing us in.
:
Workflow mapping
We interview your team and shadow a live project to find where time actually goes, then rank the AI opportunities by effort and impact.
:
Tool selection
Model APIs, coding assistants, automation platforms: we recommend by fit for your stack and the work you do, not by what's trending.
:
Rollout plan
A sequenced plan your team can execute without stalling the work already in flight, with clear checkpoints to measure what's working.
02:
Built to move this quarter, not next year.
Enterprise AI consultants show up with a six-month change-management program. Most teams don't have six months, or the budget for one.
We've built and run our own company. The recommendations are sized for how your team actually works: what you can put into practice this quarter, with the people you already have.
03:
Already using AI? Get a second opinion.
If adoption has started but feels scattered (a few people on a coding assistant, whole teams prompting different chatbots, tools bought department by department, nothing standardized) we'll audit what's in place and tell you what to keep, what to consolidate, and where you're paying for overlap.
04:
Related services.
An audit tells you what to change. When you're ready to act on it, forward-deployed engineers build it into your stack, then we keep it running as the tools change.