After AI Consulting

Service areas, and where to start

What we do, and where to start.

Every page below states what you receive, how long it takes, and what you keep when it ends. Start with the assessment unless you have run an equivalent one in the last six months.

Eleven outlined rectangles of increasing size standing on a single datum rule, numbered one to eleven. The second is filled: the assessment, where an engagement starts.

Start here

  1. 1.1AI Readiness AssessmentWhich three things to do first, which two to refuse, and what has to be fixed before either works. Three weeks, a written report, a 90-day plan, and a data and tooling audit. You keep all of it whether or not we do the next part.

The service areas

  1. 2.1AI Strategy & GovernanceWho decides what AI your company is allowed to use, and on what data?
  2. 2.2Engineering EnablementHow do you get a development team using AI coding tools well, not just using them?
  3. 2.3Legacy Code ModernizationHow do you modernize a legacy codebase with AI without breaking what works?
  4. 2.4AI Automation & IntegrationWhat should you build with AI inside your company, and how do the systems talk to each other?
  5. 2.5IT & MSP OperationsHow should an MSP or an internal IT team put AI into service delivery?
  6. 2.6Cloud, Data & PlatformWhy do AI projects stall on data and infrastructure, and what has to be fixed first?
  7. 2.7Marketing & Creative AIHow do you use AI in marketing without flooding the market with obvious slop?
  8. 2.8Customer-Facing AI ProductsWhat does it take to put an AI product in front of your customers safely?
  9. 2.9AI SecurityWhat new attack surface does AI add, and how do you cover it?
  10. 2.10Model Development & TrainingWhen is training or fine-tuning your own model worth it, and when is it a waste?
  11. 2.11Talent & Staff AugmentationWhen does adding our people to your team beat running a scoped project?
  1. 2.12Training & ChampionsAttaches to any of them, once a practice exists to teach.

Adoption is no longer the question

In the U.S. Chamber of Commerce's 2025 survey, 58% of small businesses reported using generative AI, up from 23% in 2023. What most of them cannot answer is which tools their staff use, what data those tools touch, and whether any of it saved hours.

Small businesses using generative AIShare of U.S. small businesses, self-reported
23%202340%202458%2025

82% of the small businesses using AI grew their workforce over the prior year.

Source: U.S. Chamber of Commerce, Empowering Small Business: The Impact of Technology on U.S. Small Business (2025). Nationwide survey of U.S. small businesses by the Chamber’s Technology Engagement Center with Teneo Research.

Data table
PeriodValue
202323%
202440%
202558%

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Most buyers arrive as a function inside an industry rather than looking for a service by name. Both axes cover the same work from a different direction.