Business Automation Engineering

Automation engineered for your actual workflow, not bent to fit a no-code template

We build custom automation that connects the tools you already use, moves data where it needs to go, and removes the manual steps your team repeats every day, sometimes with AI doing the judgment calls a simple trigger can't.

Who this is for

Built for teams at these stages.

Operations teams doing the same manual steps every day

Copying data between systems, chasing approvals, or generating the same documents by hand is eating hours your team could spend elsewhere.

Companies that have outgrown Zapier or Make

Your no-code automations are hitting complexity limits, breaking on edge cases, or costing more in per-task fees than a proper engineered system would.

Businesses with disconnected tools that should talk to each other

Your CRM, invoicing, inventory, and support systems don't share data automatically, so someone ends up manually reconciling them.

What we build

What's inside this service.

  • Data sync pipelines that keep information consistent across your CRM, database, spreadsheets, and other tools automatically
  • Approval workflows that route requests to the right person, track status, and escalate when something stalls
  • Scheduled jobs that run reports, reconcile data, or trigger actions on a recurring basis without anyone remembering to do it
  • Notification pipelines that alert the right people through the right channel (email, Slack, SMS) when something needs attention
  • Document generation systems that produce contracts, invoices, or reports automatically from structured data
  • Internal process automation for onboarding, offboarding, procurement, or other repeatable operational workflows
  • AI-assisted automation where a step requires judgment, like classifying a request or extracting data from a free-form document
Capabilities

Technical depth across the stack.

System integration

  • Connecting CRMs, ERPs, invoicing tools, and internal databases through APIs and webhooks
  • Two-way sync that keeps data consistent instead of one system silently going stale
  • Handling messy real-world data: mismatched formats, missing fields, and duplicate records

Workflow and approval logic

  • Multi-step approval chains with conditional routing based on amount, department, or request type
  • Status tracking so nobody has to ask 'where is this in the process'
  • Escalation rules for requests that stall past a defined time window

Scheduled jobs and notifications

  • Recurring jobs for reporting, reconciliation, and data cleanup
  • Notification routing to the right person through the right channel automatically
  • Retry and failure alerting so a broken job doesn't silently stop running

Document and data generation

  • Automated generation of contracts, invoices, and reports from structured data
  • AI-assisted extraction from unstructured documents feeding into the automation
  • Template management so document formats stay consistent as they scale
What's included

Everything covered in this engagement.

  • Process mapping to document exactly what happens today and where the manual steps are
  • Full engineering build of the automation, including all system integrations
  • Error handling and alerting so failures get caught, not discovered days later
  • Testing against real historical data and edge cases before going live
  • Documentation so your team understands and can maintain what was built
Process

How an engagement runs.

01

Discovery

We map your current process step by step, including every system, handoff, and manual workaround involved.

02

Design

We design the automation flow, decide on integration points, and flag any data or permission gaps.

03

Build

We build the integrations and workflow logic, testing each connected system as it's wired up.

04

Testing

We run the automation against real historical data and edge cases to confirm it behaves correctly before go-live.

05

Launch

We deploy, monitor the first live runs closely, and hand off documentation and alerting to your team.

Technology

Tools and platforms we work with.

Node.jsPythonREST / GraphQL APIsWebhooksPostgreSQLAWS Lambdan8nZapier (for hybrid setups)Slack APITwilioOpenAI API
Use cases

Where this service applies.

CRM to invoicing sync

A services company manually re-entered closed deals into their invoicing system every week. We built a sync that creates and populates invoices automatically the moment a deal closes in the CRM.

Multi-step approval routing

A company's purchase approval process lived in email threads with no visibility into status. We built a routing system that sends requests to the right approver based on amount, tracks status, and escalates stalled requests.

Automated document generation from intake forms

A firm generated the same contract structure by hand from client intake forms. We built a pipeline that extracts the intake data and generates a filled, ready-to-send contract automatically.

Pricing for Business Automation Engineering

Starting at Scoped after consultation. See what affects price and how quoting works.

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FAQ

Common questions about Business Automation Engineering.

Ready to talk about business automation engineering?

Tell us what you are trying to build. We will help you scope it and recommend the right way to get started.

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