01 / Build & evaluate
Pilot one workflow
For operations teams: test one recurring task against your current process. Get a prototype, measured results, and the evidence to roll out, revise, or stop.
Explore workflow pilotsEnterprise AI training and workflow pilots
For operations, AI-adoption and training leaders turning approved AI tools into everyday work.
Turn a recurring task into a tested workflow, or help several teams put AI into practice. We build with your staff and approved tools, measure time and quality, and leave your team with a guide they can use.
Share the task or training need. We’ll reply by email about fit and scope.
Fictional training exercise
Our developer community & event network
See our community workCompanies featured on Tokens&’s community site. These relationships relate to developer adoption and events, not claims of enterprise training engagements.
What you take away
A practical workflow built with your staff, checked on fresh cases, and ready for an informed rollout decision.
Compare the pilot with your current process. See time per task, correct decisions, and the checks people still need.
Exercises, an answer key, and an instructor guide another team can use without starting from scratch.
Two ways to start
01 / Build & evaluate
For operations teams: test one recurring task against your current process. Get a prototype, measured results, and the evidence to roll out, revise, or stop.
Explore workflow pilots02 / Practice & teach
For training leads: help staff practice their own work with approved AI tools. Get role-specific labs, a fresh-case assessment, and a guide for internal instructors.
Explore team trainingYou choose the tool, supply an accountable process owner, and approve the sample inputs. We agree the scope together.
Bringing us into a bid?In the workshop

Hands-on workshops · San Francisco
The workshop agenda covers live-web competitive intelligence with Nimble and task-specific MCP servers with Nexla.
View agenda
Hands-on workshop · San Francisco
Co-hosted by Tokens&. The agenda combines internal tools in Retool with identity, permissions, and production guardrails using Okta.
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Hackathon · San Francisco
Tokens& co-hosted the event. Its agenda lists technical staff from Airbyte and Guild AI among speakers and judges.
View agendaBring one recurring task or a team training need. We’ll reply by email about fit and scope.
Start with a short written brief.