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AI & Automation

Business Automation

Connect the systems your business already runs on.

Map, streamline and automate the operational processes that quietly consume your margin.

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What's included

Capabilities you get

System integration

Reliable, monitored connections between the tools you already use.

Approval workflows

Requests route to the right approver with reminders and an audit record.

Automatic reconciliation

Mismatches between systems are flagged for review instead of discovered at month end.

Fixed scope, fixed price

Well-defined work is quoted at a fixed price, and anything exploratory is time-boxed with a clear checkpoint.

You own everything

Code, designs, documentation and data belong to you from the day they are created.

Named senior engineer

One accountable person who knows your system, rather than a rotating cast.

Overview

Map, streamline and automate the operational processes that quietly consume your margin.

We integrate your accounting, CRM, e-commerce and operations tools, and automate the approvals, notifications and reconciliations between them.

How we approach business automation

We begin with the data and the decision, not the model. Before choosing any technology we map where the work actually happens, what “correct” looks like, and what the system must do when it is unsure. Every build includes an evaluation set drawn from your real cases, so quality is measured rather than asserted, and every automated action has a defined path to a human when confidence is low.

What success looks like

Data flows between your tools automatically, so nobody retypes it. We agree the measures that define success with you in the first week, report against them throughout, and review them together after launch.

How the engagement runs

  • Discovery — a short, paid phase that ends with a scope, an architecture and a fixed estimate you own whether or not you continue with us.
  • Build — weekly working releases, a shared backlog and a named lead engineer you can reach directly.
  • Launch and support — staged rollout, handover training and a defined support period afterwards.
Deliverables

What you walk away with

  • A working business automation solution in production
  • Evaluation set and quality benchmarks built from your real cases
  • Production deployment with monitoring, logging and cost controls
  • Human-handover and escalation paths for low-confidence cases
  • Prompt, retrieval and workflow documentation your team can maintain
  • Security review covering data handling, access and retention
  • Handover training and a 30-day post-launch tuning period
FAQ

Common questions

How long does business automation usually take?
Typically 3–8 weeks, depending on scope and how many systems are involved. Discovery produces a firm timeline before you commit to the build.
What does business automation cost?
Engagements typically start from $4,500. We quote fixed prices for well-defined scope and give you a written estimate at the end of discovery, with every assumption listed.
Will our data be used to train third-party models?
No. We use providers and configurations that do not train on your data, and we can deploy against models hosted in your own cloud account where policy requires it. Data-handling terms are agreed in writing before any build starts.
How do you measure whether it is actually working?
We build an evaluation set from your real cases during discovery and score every release against it. You see the same numbers we do — accuracy, resolution rate, escalation rate and cost per interaction — on a live dashboard.