Service

Workflow Automation

The six-step path from “someone inquired” to “job is on the calendar” should happen without anyone copying and pasting. We map the work your team repeats, then build the automation. Hours saved, not another tool to babysit.

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From Process Map to Working Automation

The work runs in three parts. Some teams need only the map; a build usually needs all three.

Process Mapping

We talk to everyone in the process, not just the owner, because the person doing the work every day knows where it sticks. You get a swim-lane map of the current steps, systems, handoffs and waits; a proposed future process that says what to keep manual, what to automate and what to drop; and a sequenced roadmap with effort estimates and a way to measure each change.

  • Example scope: trace a lead from form submission through CRM assignment, sales follow-up and booking, and find where records stall and who owns each handoff
  • Timestamps from your systems used to measure cycle time wherever they exist
  • Editable BPMN diagrams plus a written narrative your team can keep current
  • Tools recommended only after the map is done

Integration Design

We list every tool in your stack and which data has to flow where, then choose the simplest pattern that holds up for each flow: a webhook, a scheduled sync, an event queue or a direct API call.

When a flow needs its own API, a two-way data sync or a new app, see Custom Apps & Integrations.

  • Zapier or Make.com for low-volume flows; self-hosted n8n or custom code for flows the business depends on
  • Retries, duplicate protection and a holding queue for failed runs, so a failure raises an alert instead of disappearing
  • A health view of every flow and a written runbook for when one breaks
  • Credentials kept in an encrypted vault, never in code

Bots and AI Agents

Bots with one defined job: support triage, lead qualification and booking, data entry from documents, scheduled report runs, or internal requests for HR, IT and operations. We scope the job first, choose the model (Claude, GPT or a self-hosted open model) for accuracy, cost and privacy, and connect it to your CRM, calendar or knowledge base. Chat, Slack, SMS and voice channels are all possible.

For AI built into your own product or a private model deployment, see AI Development.

  • Answers drawn from your own knowledge base, with questions it cannot answer handed to a person
  • Actions such as booking a call or creating a ticket limited to what the bot is allowed to do, with confirmation before anything destructive
  • Tested against off-topic and hostile prompts before release
  • Personal data scrubbed from logs, rate limits, conversation review, a human override and a kill switch in every deployment

Key Benefits

  • Measure manual work before and after automation
  • Reduce avoidable data entry errors
  • 24/7 operation capability
  • Handle repeatable work as demand changes
  • Faster processing times
  • Define logs and review controls for the workflow

Common Use Cases

Invoice Processing

Automatically extract data from invoices, match with POs, and route for approval.

Customer Onboarding

Streamline new customer setup across CRM, accounting, and support systems.

Report Generation

Schedule and distribute automated reports to stakeholders.

Data Migration

Automate data transfers between legacy and modern systems.

Ready to Automate Your Workflows?

Get a free automation assessment. A person reviews where automation could save your team time and gives you a written next step. Book a Free Consultation to review the workflow.

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Example deliverable

What the First Deliverable Looks Like

A process map that identifies the trigger, the handoffs, and the exceptions a person must resolve.

  • Trigger-to-outcome flow
  • Exception and approval rules
  • Retry and audit-log plan

Related work (Internal system): Sarah Internal Agent

FAQ

Workflow Automation, Frequently Asked Questions