ThinkForge Labs

01 / AI & operations

Which workflows should your small team automate?

Start with the work your team needs to improve. ThinkForge Labs helps founders and small teams map workflows, choose a use case, assess data and integration needs, and plan what to build first.

When an audit is useful

Your team has several AI tools, but work still gets copied between them. You have a list of possible automations and limited time to build. Or you know a process is slow, but have not established whether AI is the right fix.

Our AI Opportunity & Systems Audit gives that decision a concrete starting point. It is an assessment and roadmap; implementation is scoped separately.

What we work through

  1. Map the work. Follow the inputs, decisions, handoffs and outputs. Establish where time goes and who owns the result.
  2. Choose a use case. Compare the expected value with the effort, uncertainty and consequences of an error.
  3. Assess readiness. Identify the data, permissions, integrations and human review the workflow requires.
  4. Plan the first build. Define a bounded starting point, responsibilities and the checks needed before expanding it.

What should you measure?

Before a pilot, record the current completion time, correction effort and error rate for a defined sample. Compare the same work after the change, including review and maintenance time. Set an acceptable error threshold based on the consequences of a mistake.

These are proposed evaluation practices, not a promise of savings. Sometimes a clearer process or a conventional automation is sufficient.

Scope and price

The AI Opportunity & Systems Audit starts at $25K, consistent with our current engagement menu. We agree the workflow coverage, access, deliverables and fee before work begins. Building integrations and ongoing operation require their own agreed scope.

Do we need to choose a model first?

No. Establish the task and acceptance criteria first. The eventual solution may use AI, rules, existing software or a combination. A model choice cannot resolve an unclear process.

Discuss your workflow

Tell us what you are working on and the decision you need to make.

Get in touch ↗