AI for small and mid-sized businesses

Grow the business, not the busywork.

Tuck Labs helps small and mid-sized businesses turn AI pilots into everyday tools, built on data the whole team can trust.

One question. One answer.

Ask two people for last quarter's margin and you may get two numbers. Ask an AI assistant and you may get a third.

We connect your systems and define each figure once. Every report, spreadsheet and AI tool then gives the same answer, and anyone can trace it back to its source.

Fewer spreadsheets. Faster decisions.

In a business run on spreadsheets, most of the effort goes into finding, copying and reconciling. The thinking gets whatever time is left.

We put the data in one place and teach your team to work with AI on top of it. They keep their expertise and lose the copy and paste.

"He builds elegant solutions quickly, then refines them through fast iteration and meaningful feedback."

Shawn Peabody, Organizational Development & Innovation Specialist

Stop starting over.

Most AI pilots are one-offs. They impress in the demo, then stall, because nothing else is built on them and the next pilot starts from zero. We run every project through the same four steps, so each one makes the next one easier.

  1. 1

    Connect

    Bring your data sources together.

  2. 2

    Model once

    Define what each number means in a single place.

  3. 3

    Serve everywhere

    Reports, spreadsheets, apps and AI tools draw on the same definitions.

  4. 4

    Reinvest

    Document what you learned and feed it into the next project.

See how we work →

What your company knows is its greatest asset.

Most of it sits in people's heads, old files and long email threads. Capturing it properly used to cost more than most companies could justify. Generative AI changes that.

The discipline is proven. What's possible is new.

Erik Anderson

Erik Anderson

Founder, Tuck Labs

"I've spent more than a decade turning messy data into decisions people trust. The lesson that stuck: how well an organization performs depends on how well it manages what it knows. So I work alongside your team, because their knowledge is what makes AI useful."

More about Erik →
Farmland investment

Farmland LP

A digital twin of a $400M farmland fund manager, giving people and AI agents one trusted picture of the business to work from.

Read the case study →
International development

USAID Guatemala

One data platform in place of 60+ separate trackers, for a Mission of 100+ staff across four teams.

Read the case study →
Philanthropy

Walton Family Foundation

Thousands of narrative reports turned into one portfolio-wide map of impact.

Read the case study →
Tuck Labs project

Results Chain Extractor

A live tool that reads a strategy document and draws the reasoning behind it, with every step traced to a quote.

Read the case study →
"He quickly grasped the needs of our large, complex organization."

Steve Scott, former client at USAID/Guatemala

Bring us your worst spreadsheet.

Tell us about one real problem, such as a stalled pilot or the spreadsheet everyone dreads. We're happy to talk it through.