Frequently Asked Questions.

Yes. This is not a revolution you can delegate to consultants or vendors. The tools are so powerful that you need the direct feel of them to judge what's possible, what's practical, and how much effort things actually take. Without that firsthand experience, you're making strategic decisions blind.

That's actually an advantage in 2026. The new AI interface is conversational—you talk to it and get back what you need. Non-technical people can reach solution spaces immediately without consulting an expert. We've seen accounting teams, operations managers, and HR leads all become effective AI users within weeks.

The initial hands-on engagement typically runs 2-3 days. But the real value comes in the weeks after: as executives gain experience, they start recognizing more and more problems as already-solved problems. We provide ongoing support during this critical period.

It's our process for turning organizational complaints into actionable improvement plans. We ask: "How come this takes so long?" Your team says: "We would do it faster, but we can't because..." We keep running those loops until we've mapped every place where intelligence can remove a bottleneck. Then we prioritize and iterate.

Roles will shift—away from humans in the middle and toward humans at the edges. That doesn't necessarily mean fewer people. It means people working much more effectively. The leadership skill is moving from a mediocre solution to an excellent one, because now everyone on staff can learn to do any job excellently with AI backup.

Models are improving significantly on a quarterly basis. Claude Opus 4.6, released in early February 2026, was an inflection point—from smart to truly amazing. The next revision is expected before mid-summer. Problems that are hard today may be trivially solvable in six months. This is why getting on the train now matters: you need to understand the trajectory to make good strategic decisions.

Find one willing person—even in accounting—with a good attitude who wants to see what AI can do for their workflow. Start with that friendly team, get a small win, and use it to build advocates. We recommend starting with both a non-technical area and a technical area (vendor integrations, fleet management, or legacy system expertise are good technical starting points).

No. Traditional consultants build you a thing and leave. We teach your team to build, iterate, and improve continuously. The whole point is that the understanding lives in your organization—because the decisions about where to apply AI are strategic decisions that only your leadership can make.

The cost of applying intelligence to a problem has dropped to near zero. Things that used to require expensive consultants, custom software, or large teams can now be done by an AI agent in minutes. The constraint is no longer "can we afford to solve this?" It's "do we know this problem exists?" Plan accordingly.