A workflow map and clear boundaries
Document the trigger, required information, tools, owner, and approval points. Decide what can happen automatically and what must wait for a person.
Less copying between tools. Fewer missed handoffs.
We build AI tools and automations around the repetitive work your team already does: sorting inquiries, preparing records, sending reminders, and keeping the next person informed.
Get a free auditSee what’s included“Please quote 250 turned spacers in 316 stainless. We need them by November 20.”
Ready to prepare a record for review.
- Part
- —
- Quantity
- —
- Material
- —
- Requested date
- —
Estimator review required before any quote or commitment.
Fictional text. Nothing is sent or connected.
Start with a repeated task, not an AI feature.
The useful question is where your team keeps retyping information, checking an inbox, or chasing a status. Some tasks need a simple rule. Others benefit from AI reading unstructured text. We choose the approach around the work and keep judgment with your team.
Run the sample with a complete inquiry or one missing a material specification. The workflow prepares a record, but a person still decides whether the job is a fit.
Explore the example aboveWhat we
deliver.
We agree on the scope with you before work begins. These are the main parts of a workflow automation project.
Connections to the tools you use
Move agreed fields between forms, email, spreadsheets, or a CRM where supported access is available. Integrations are checked before scope and pricing are finalized.
AI where it has a specific purpose
Use AI to draft summaries, classify inquiries, or extract proposed fields from text. Show the source and flag uncertain or missing information for review.
Exception handling and handoff
Test incomplete inputs, duplicates, and failed connections. Provide activity records, alerts, a way to pause the workflow, and instructions for the person responsible.
Is this the right
next step?
A good fit if a repeated administrative task has clear inputs, an owner, and a consistent next step—even if part of it still needs human review.
How we work
with your team.
Start with the way your shop operates. Build around it, test the work, and give your team a clear handoff.
Watch the current process
Map the task with the people doing it. Identify where time is spent, what can fail, and which decisions require review.
Build a limited pilot
Connect only the necessary tools and test with approved sample data. Include failures and incomplete inputs, not just the happy path.
Roll out and monitor
Train the owner, document how to pause and recover, and review the activity after launch. Expand only when the first workflow works reliably.
What we’ll need from you
- One repeated workflow, including how often it happens and who owns it.
- The tools involved and approved access to the fields the workflow needs.
- Examples of normal cases, exceptions, and information that must stay out of the system.
Before you
get started.
Does every automation need AI?
No. A reminder, status update, or field transfer may only need a rule. We use AI when the task involves interpretation, such as drafting a summary from an email, and define how the output will be checked.
Will it work with our ERP or quoting software?
That depends on the product, available API or export options, and your permissions. We verify the integration first. We will not promise a connection before checking how your system supports it.
What happens when information is missing?
The workflow should flag the missing field and route the item for review, rather than inventing an answer. We define those rules with your team and test the exception cases before launch.
What about confidential customer data?
We agree on approved data, storage, access, and vendors before implementation. Sensitive or controlled technical data stays out of tools that your requirements do not permit.
Start with
your current site.
Send us your website. We’ll review how buyers find you, what they learn about your capabilities, and what happens after an inquiry. You keep the findings.