Keep the tools you have. We take the repetitive steps out of the work that runs through them.
Your team reads an email and creates a ticket. They copy order details into the ERP, categorize requests, draft the same replies and chase missing information. None of those steps needs a person.
We automate them with AI connected to your real systems through Make, n8n, Zapier or custom integrations. The work moves along on its own, and your team handles only the parts that need judgment.
Inbox and request triage that reads, categorizes and routes automatically
Drafted replies and follow-ups your team reviews before sending
Record enrichment and data entry across your CRM, ERP and eCommerce systems
Checkpoints where a person approves anything risky before it goes out
We measure volume, time per item and error rate so you have numbers to compare against later.
We link your CRM, ERP and help desk through Make, n8n, Zapier or a custom integration.
We set confidence thresholds and validation rules, then queue sensitive steps for approval and let low-risk ones run on their own.
After launch we track those same numbers, plus the automation’s accuracy and cost, then tune the workflow.
We come from the systems side, not the hype side. We already build the integrations, data pipelines and automations that businesses run on, so we’ll tell you honestly when a workflow needs AI and when a simpler automation will do.
High-volume, repetitive work with clear inputs and outputs. That includes triaging emails and requests, entering and enriching data, drafting routine messages and processing documents. If your team does it many times a week and the rules stay mostly the same, it’s probably a good candidate.
It can, as any system can, so we build in guardrails from the start. We use confidence thresholds, validation rules and human review for anything consequential. We also measure accuracy against your real examples before cutover. Low-risk steps then run on their own while sensitive ones queue for approval.
No. AI workflow automation works best on top of the systems you already run, so your CRM, ERP, help desk and eCommerce platforms stay in place. We connect them through Make, n8n and Zapier, or with custom integrations when needed.
We record the manual process first: volume, time per item and error rate. After launch we track those same numbers, along with the automation’s accuracy and cost. You see time saved and quality in real terms, with no vendor promises involved.
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