AI workflow automation built around your business.
Bring an idea for automation into reality with AI agents connected to your CRM, email, documents and internal systems. We work with businesses worldwide to reduce repetitive work with defined permissions and human review. Built in your cloud; cloud and model running costs are separate.
What this covers
Document and data extraction
Pulling structured data out of invoices, forms, contracts, reports and email, with confidence scores so a human sees the cases worth seeing.
Process and workflow automation
Routing, triage, approvals, reconciliation and reporting, running against your real rules rather than a generic template.
Retrieval and knowledge assistants
Answers drawn from your own documentation and data, with citations back to the source so answers can be checked.
Agent pipelines with human review
Multi-step automation that knows when to stop and ask. The review step is designed in from the start, not bolted on after an incident.
Integration with what you already run
We connect through the system's own APIs, exports or database views, with your IT lead agreeing access before anything goes live. The kind of systems this means: ERP, CRM, accounts packages such as Xero, Sage or QuickBooks, warehouse and transport systems, ticketing, shared mailboxes, SharePoint and Drive. Your team does not have to adopt something new.
How we approach it
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01
Find the expensive part
We map the workflow and work out what the status quo actually costs in hours, errors and delay. If that number does not justify building, we say so.
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02
Automate the middle, not the edges
The highest return is usually in the repetitive centre of a process. The unusual cases stay with people, which is also what keeps quality up.
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03
Design the human checkpoint first
We decide where a person confirms before anything is automated, so the system has a safe failure mode from day one.
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04
Measure against the baseline
Hours removed, error rate, cycle time and cost per case, compared with the numbers we agreed before starting.
What you end up with
We start with the process you want to improve, then shape a practical scope around your systems, team and requirements. You will receive a tailored proposal before work starts. The solution is planned around the workflow and the controls it needs.
- Automation running in production against your real systems
- A human review path for the cases that need judgement
- Monitoring and alerting so failures surface quickly
- Plain-English documentation, written for the people who use it
- Code, credentials and documentation handed to your IT lead, or to you
- A measured before and after, in your numbers
- An agreed arrangement for support after go-live, if you want one
Request a free consultation
Tell us what you are thinking of building or improving. A rough idea is enough; you do not need a finished brief or a budget to start.
This form is for businesses and teams. For anything else (roles, study, press, suppliers) email contact@traitfold.ai with that word in the subject.
