AI Automation
Take one repetitive, high-friction process and make it reliable. Inputs, approvals, exceptions, and success are defined before anything is automated.
Most teams have a process that eats hours every week: reading incoming documents, re-keying data between systems, drafting the same kind of reply, or chasing approvals. These are good candidates for AI automation, but only when the inputs, the decisions, and the definition of done are clear.
We start by mapping the workflow and its sources, then build a focused interface or assistant that connects to the tools you already use. Every automation includes testing against real examples, handling for the cases that do not fit, controls over what the system may do, and an audit trail of what it did.
Focused automation starts at $3,000. Connected workflows that span several systems typically land between $8,000 and $25,000, and production AI systems with evaluation, monitoring, and governance scale from there. Deployment, owner training, and documentation are part of the delivery, so your team can run and adjust the automation after we hand it over.
What’s included
- Workflow and data-source mapping
- A focused interface, assistant, or background job
- Connections to your existing tools
- Testing on real examples and failure handling
- Human approval steps where judgment is needed
- Controls, permissions, and an audit trail
- Deployment, owner training, and documentation
A good fit when
- A process repeats often and follows recognizable patterns.
- The inputs live in documents, email, spreadsheets, or systems we can access.
- You can say what a correct result looks like.
- Someone owns the process and can review edge cases.
How we deliver it
Pick the process
We find the repeatable work with the clearest inputs and the highest cost, and define what success looks like in numbers.
Map sources and exceptions
We document where data comes from, what decisions are made, and which cases need a person.
Build and test
We build the automation, run it against real examples, and measure accuracy and failure modes before rollout.
Deploy with controls
The automation goes live with permissions, approvals, monitoring, and a handoff your team can operate.
AI Automation by industry
AI automation for agricultural operations
Automate scale tickets, invoices, field and herd records, and recurring reports for farms and agribusinesses, with a person confirming every result.
See the industry fit →AssociationsAI automation for associations
Automate membership inquiries triage, application review prep, event registration follow-up, and recurring reports, so a small staff serves more members.
See the industry fit →ContractorsAI automation for contractors
Automate estimate requests, invoice entry, document filing, and recurring reports for contractors and trade businesses, with people confirming the results.
See the industry fit →EducationAdministrative automation for education
Automate inquiry routing, application preparation, and recurring reports for schools and training providers, with staff reviewing every decision.
See the industry fit →Healthcare PracticesAdministrative automation for healthcare practices
Reduce repetitive administrative work such as routing inquiries and preparing forms, scoped carefully so patient information stays in approved systems.
See the industry fit →LegalAI automation for legal intake and documents
Automate new-matter intake, document classification, and data extraction for law firms, with attorneys and staff confirming every result.
See the industry fit →ManufacturingAI automation for manufacturers
Automate purchase orders, supplier documents, quality records, and shipping paperwork in manufacturing, with staff confirming every extracted value.
See the industry fit →Professional ServicesAI automation for professional services
Automate inquiry intake, document preparation, and recurring reporting in consultancies, agencies, and engineering firms, with staff reviewing results.
See the industry fit →Tax & AccountingAI automation for tax and accounting workflows
Focused automations for document intake, data extraction, classification, and re-keying in tax and accounting firms, with staff confirming every value.
See the industry fit →Trucking & LogisticsAI automation for trucking paperwork
Read rate confirmations, bills of lading, and proofs of delivery automatically, match them to loads, and flag what is missing before invoicing.
See the industry fit →Frequently asked questions
Which processes are worth automating first?
Repetitive work with clear inputs, measurable results, and a real cost in hours or errors. Try the automation ROI calculator for a rough estimate.
Will the AI make decisions on its own?
Only where you decide it should. Higher-risk steps include human approval, and every action is logged.
What happens when the automation is wrong?
We design for it. Exceptions are routed to a person, failures are logged, and accuracy is measured against real examples before and after launch.
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Tell us what needs to work better. We reply within one business day with a clear next step.