AI consulting for SMB and Enterprise firms.

The challenge

Most companies — from SMBs to enterprise teams — know AI should be reshaping how they work, but the market hands them two bad options: high-level advisory decks that never touch operations, or point tools that solve one narrow task. Neither changes how the business actually runs.

What's missing is someone who can both set the strategy and build the tooling that operationalizes it — inside the company's real workflows, not as a recommendation to go implement later. craftbatch.ai is the Craft Batch vertical practice built to be that.

The work

The engagement model is the same builder-consultant pattern that runs across all of Craft Batch — strategy plus the tooling that makes the strategy real — applied to AI:

• AI workflow design — mapping where AI creates real leverage across research, analytics, marketing, content, and operations, grounded in how the team actually works day to day
• Custom tool building with Claude Code and Lovable — agents, data pipelines, dashboards, and automations built directly inside company operations, not handed over as slideware
• Research & analytics — AI-accelerated market, competitive, and customer intelligence at a depth and speed manual work can't match
• Marketing & business automation — content engines, reporting, and process automation that run with a small footprint
• Governance-aware architecture — designs that respect each company's data-handling, security, and trust expectations
• Adoption support — the layer most AI vendors skip: getting the team to actually use what's shipped

The outcome

In market and active across SMB and enterprise engagements. Specific client names and outcomes will be added once those engagements reach milestones suitable for naming.

The wider point: AI consulting outside the big-tech vertical is a fast-growing category, and most of the real work is happening inside operating companies — services firms, consumer brands, professional practices — not software companies. craftbatch.ai is where Craft Batch meets that demand head-on, with the strategy and the build in the same hands.