Agent charter
Mission, inputs, tools, permissions, owner, and stop conditions.
Come to our hands-on AI workshop.
Learn to build a flow around the work you already know.
Automate what repeats. Advance what matters.
One task. One day. One less thing on your plate.
— FOR PEOPLE IN
FINANCE
AUTO
Automate
Reviewing invoices for exceptions
Get an exception list ready to check.
Automate and save across , that's worth .
Workshop pays for itself in .
01 / THE OUTPUT
Your team leaves with a system, not a folder of prompts.
Most AI classes stop at an impressive demo. We follow the work all the way through permissions, tests, review, recovery, and handoff.
Portable harness
Reusable context, instructions, examples, and structured output.
Evaluation pack
Five ordinary, edge, and failure cases with a review rubric.
Monday plan
A 14-day implementation runbook with a named human in charge.
02 / THE DIFFERENCE
Not another afternoon of impressive demos.
The room is organized around a real recurring task, visible failure, and the person who owns the handoff.
Typical AI classSignal & Craft
01Starts with a clever prompt↳Starts with recurring work
02Shows the happy path↳Tests ordinary, edge, and failure cases
03Ends with inspiration↳Ends with a supervised first system
04Leaves ownership vague↳Names the human, limit, and stop rule
05Optimizes for novelty↳Optimizes for a credible Monday test
EXAMPLES BY FIELD
Start with work you recognize.
Choose your field to see practical tasks you could bring. You do not need an AI project—just a job that repeats.
00 / ALL
Start with a task that repeats.
Browse practical starting points from across New York’s working life, then narrow to your field whenever you want.
- ↳ Research and review
- ↳ Reporting and planning
- ↳ Clear handoffs
05 / THE METHOD
From possibility to controlled practice.
An agent completes a multi-step task. A harness is the operating system around it: instructions, context, tools, permissions, tests, limits, logs, and human checkpoints. You build both.
- 01INPUT
Frame the work
Name the mission, source of truth, failure cost, owner, and stop condition.
- 02CONNECT
Assemble the harness
Give the agent instructions, context, tools, permissions, limits, and a structured output.
- 03TEST
Break it on purpose
Run ordinary, edge, and adversarial cases. Measure quality, cost, speed, and intervention.
- 04HANDOFF
Make the handoff
Decide what can be tested Monday, what needs review, and what should not ship.
06 / THE DAY
Turn one recurring task into your next unfair advantage.
Learn modern AI workflows with hands-on guidance and applied training.
Coffee and breakfastSettle in, meet the room, and get ready for the day.
Goals and introductionsSet a clear goal for the day and confirm every laptop is ready to go.
Theory and designA short lecture and guided practice on designing useful AI work.
First build: MVPTurn your task into a working first version with support close by.
Working lunch and reviewEat, compare early results, and get a focused review.
ImprovementsAdd better context, examples, checks, and review points.
TestsTry normal cases, messy cases, and moments when the system should stop and ask.
Design and workflowMake the result clear, reusable, and ready for the people who will use it.
Showoff and shareShare what you made, get feedback, and compare approaches.
Wrap partyCelebrate the work, collect your files, and leave with a next step.
REVIEW REQUIRED
SAFE MATERIALS / REAL JUDGMENT
Bring the workflow. Leave confidential data at work.
Use public, synthetic, redacted, or organization-approved material. Do not bring confidential client, employee, financial, healthcare, or unreleased project information. Examples are educational—not financial, legal, architectural, investment, or compliance advice.
WORKSHOP PRICING
Coffee, lunch, workshop materials, and a seven-day follow-up session are included.
Solo seat
$495
$495 / seat
Summer discountSave $505
- 1 workshop seat
- Your completed workflow and notes
- 7-day follow-up session
- Names can be completed later
Pair pass
$900
$450 / seat
Summer discountSave $1,100
- 2 workshop seats
- A completed workflow for each person
- 7-day follow-up session
- Names can be completed later
Team of three
$1,200
$400 / seat
Summer discountSave $1,800
- 3 workshop seats
- A completed workflow for each person
- 7-day follow-up session
- Names can be completed later
QUESTIONS
Before you reserve.
Do I need to know how to code?
No. This workshop is designed for people who know their work.
Bring a laptop and one piece of work you want to automate.
Do I need to know anything about AI?
No. We start with the basics and build step by step. If you can explain how you do a task today, you can take part.
How is this possible?
AI got smart. Really smart. Recent models can follow complex instructions, work across long documents, and use tools with far more consistency.
More importantly, the systems around them caught up. Agents, harnesses, MCP, and operating-system integrations make custom workflows fast to build, teach, test, and improve.
Give AI the repeatable parts. Keep the judgment and exceptions. Take recurring work off your plate—and keep it off.
Which tools will we use?
We customize the class for each group, and the tools we focus on do change (though the skills apply broadly).
You'll receive a link in your RSVP confirmation for all details and prep work.
What should I bring?
Bring a laptop and one task you do repeatedly that you want to automate.
Where exactly is it?
In an accessible Manhattan studio. Exact arrival details are sent to registered participants after the room is confirmed.
Can my company book a private session?
Yes. Contact us for a session built around your team’s work, policies, and tools.
