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AI Automation Agency for Teams Buried in Tickets, Invoices, and Weekly Reports

AI automation agency for ecommerce teams: AI-assisted workflows for support, invoices, and reports, with human review. From $1,250.

How your project runs

TRIGGERNew orderSTEP 1Check stockSTEP 2Create invoiceSTEP 3Notify teamWorkflow runDone

Teams we have built for:

  • Amazon Web Services
  • HubSpot
  • Linode
  • Microsoft Azure
  • Moodle
  • Magento
  • Oracle
  • Salesforce
  • SAP
  • Squarespace
  • Weebly
  • WP Engine
  • Google Cloud
  • DigitalOcean

The Problem

Routine Work Grows Faster Than Your Team Can Hire

It shows up when support, finance, and reporting each lose hours to the same copy-paste work. Every tool promises AI, but none of them talk to each other.

  1. 01 · Full inbox

    Half your support tickets ask where an order is.

    Tickets get sorted and drafted by AI, with plain rules for simple steps.

  2. 02 · Retyping

    Finance retypes supplier invoices into QuickBooks by hand.

    Invoices get read and posted, and a person approves anything risky.

  3. 03 · Manual reports

    Someone exports last week's sales into a spreadsheet for reports.

    Automated reports land in Slack, built on the tools you already pay for.

  4. 04 · App sprawl

    Each app charges a monthly fee, and none share data.

    One partner builds one set of automations across support, finance, and reporting.

Monday morning, and the support inbox is already full. Half the tickets ask where an order is. Finance is retyping supplier invoices into QuickBooks, and someone is exporting last week's sales into a spreadsheet for the weekly report. You've tried a chatbot plugin, an invoice app, and a reporting tool. Each one charges a monthly fee, and none of them share data. The work didn't go away. It just spread across more tabs.

We start by listing the repetitive tasks across your teams and ranking them by hours saved. Then we build AI-assisted workflows that connect the tools you already pay for. Tickets get sorted and drafted, invoices get read and posted, and reports land in Slack. A person approves anything risky. You get one partner and one set of automations instead of a pile of disconnected apps.

  • AI where it saves time

    AI reads, sorts, and drafts, while plain rules handle the steps that need no judgment.

  • A person approves risky steps

    Refunds, payments, and low-confidence replies wait for someone on your team to approve them.

  • One partner across teams

    Support, finance, and reporting automations share one plan, one log, and one point of contact.

Our AI Automation Process

From Task Audit to Monitored Automations in Five Steps

You see which tasks we'll automate, how each AI step is checked, and what it costs before we build. Every step ends with something you review.

  1. We interview your support, finance, and ops leads and list the tasks that eat their week. You get a ranked shortlist with hours saved, a recommended first automation, and a fixed quote. If a plain workflow without AI covers it, we'll tell you before we quote.

What's Included

What You Get With Our AI Automation Agency Services

Every engagement covers the task audit, AI-assisted workflows, human review rules, accuracy testing, monitoring, and handover. Larger plans add more automations and a roadmap.

  • Task audit and roadmap

    A ranked list of repetitive tasks across your teams, with hours saved and a clear build order.

  • Support ticket automation

    Tickets get tagged, routed, and drafted with AI, and your agents approve replies before they go out.

  • Invoice and document capture

    AI reads supplier invoices and receipts, then posts clean entries to QuickBooks or Xero for your review.

  • Automated reports

    Sales, support, and spend numbers pulled together and posted to Slack or email on your schedule.

  • Human review and guardrails

    Confidence thresholds, approval steps, and spending caps, so AI doesn't act on risky cases alone.

  • Monitoring and handover

    Accuracy and cost tracking after launch, plus documentation, prompts, and every login handed to your team.

Compare Options

DeveloperLook vs an In-House Hire vs Off-the-Shelf AI Tools

An in-house hire knows your business best, and off-the-shelf AI tools are quick to start. An automation agency fits when you need AI steps built into several connected workflows.

DeveloperLook
In-house hire
Upfront cost
DeveloperLook: From $1,250 per projectIn-house hire: Salary, benefits, and hiring time
Time to first result
DeveloperLook: 2 to 3 weeksIn-house hire: Months, after hiring
Knows your business
DeveloperLook: Learns it in the auditIn-house hire: Knows it best
Connects your tools
DeveloperLook: Helpdesk, accounting, store, and SlackIn-house hire: Depends on their skills
Human review rules
DeveloperLook: Built into every workflowIn-house hire: Up to the hire
Accuracy testing
DeveloperLook: Scored on your real dataIn-house hire: Varies by person
Knowledge if someone leaves
DeveloperLook: Documented, shared teamIn-house hire: Leaves with the person
Ownership
DeveloperLook: Your accounts and promptsIn-house hire: Owned by your company

Projects We've Built

A selection of ecommerce builds for our clients. Our automation projects use the same habits: mapped processes, clean data, and testing on real records.

What Our Clients Say

What Clients Say After Launch

Feedback from teams we have built stores, websites, and integrations for.

We had a different kind of problem. People were visiting the store, adding products to their carts, and then disappearing before they finished the order. We had tried a few apps and made changes here and there, but nothing really seemed to solve the bigger issue. The team went through the shopping experience with us and pointed out things we hadn't really noticed ourselves. They cleaned up the cart and checkout flow, made the mobile experience much smoother, and helped us make the store feel easier to shop. I’m not going to pretend we fixed everything overnight, but it finally feels like the store is helping the sale instead of getting in the way of it.

Ethan ParkerFounder of Elite Academy01 / 03
  • 1,000+

    Projects shipped

  • 10+

    Years of experience

  • Top 3%

    Upwork Top Rated Plus

  • 5 stars

    Average review score

Work Culture

Why Operations Teams Trust Us With Their AI Automation

AI steps touch your customers and your books, so mistakes cost more than time. These are the habits we bring to every automation, from the first audit to the monthly check.

  • One partner across teams

    Support, finance, and reporting automations come from one team with one plan. You're not stitching together a handful of vendors who blame each other's tools.

  • AI only where it helps

    Plain rules handle anything that follows a fixed pattern, and AI handles reading, sorting, and drafting. That keeps your model costs down and the results predictable.

  • People approve risky steps

    Refunds, payments, and replies below a confidence threshold wait for a person. AI speeds up the work, and your team keeps the final say.

  • Model costs you can predict

    We set monthly usage caps with your AI provider and report spend next to results. A busy week can't turn into a surprise bill.

  • Scoped and priced first

    You get a ranked task list and a fixed price before any build starts. The quote covers setup, testing, and monitoring, so the scope doesn't creep.

  • You own every automation

    Workflows, prompts, and logins stay in your accounts, whether or not you keep a retainer. If you switch AI providers later, the workflows move with you.

Overview

What does an AI automation agency do for an ecommerce business?

DeveloperLook is an AI automation agency for ecommerce and service businesses. We find the repetitive work in support, invoicing, and reporting, then build AI-assisted workflows with human review, monitoring, and documentation. Setups start at $1,250 as a fixed project, your first automation goes live in 2 to 3 weeks, and you own everything we build.

DEVELOPERLOOK

Project facts · AI Automation Agency

Service
AI Automation Agency (AI-assisted workflows for support, finance, and reporting)
Typical timeline
2 to 10 weeks, depending on how many automations
Platforms
Shopify, WooCommerce, Zendesk, Gorgias, HubSpot, QuickBooks, and Xero
Built with
OpenAI, Anthropic Claude, Google Gemini, n8n, Make, and Zapier
Experience
10+ years of development experience and 1,000+ shipped projects
Post-launch support
30 to 90 days of monitoring, depending on plan
Communication
Calls in US, UK, and AU business hours
Starting price
From $1,250 USD, fixed scope after a free discovery call

Reviewed 28 Sep 2026 by Saimul Islam

Good fit

  • Support teams answering the same tickets

    Your team tags, routes, and answers the same order-status and returns tickets every morning, and you want AI to draft replies a person approves.

  • Finance teams keying in supplier invoices

    You retype supplier invoices into QuickBooks or Xero line by line, and you want the data pulled out automatically with a person checking totals.

  • Founders who want one automation partner

    You'd rather hire one automation agency for support, finance, and reporting than juggle a separate freelancer for each tool you run.

  • Managers building reports by hand

    Your Monday starts with exporting orders, tickets, and ad spend into a spreadsheet, and you want the finished report waiting in Slack instead.

  • Agencies reselling AI automation

    Your clients ask for AI automation, and you want an engineering partner who builds, tests, and supports it under your brand.

Not a fit

  • One workflow in mind

    You already know the one workflow you need, like routing orders to your 3PL. Our Workflow Automation Services page covers that direct build at a lower starting price.

  • Website chatbot

    You want a customer-facing chatbot on your website. Our AI Chatbot Development Services page covers chat widgets, knowledge bases, and human handoff.

  • Unreviewed payment decisions

    You want AI to approve refunds, credit, or payments with no person reviewing them. We won't build that, because one wrong call costs real money.

  • One simple app connection

    You need one simple connection between 2 apps. A Zapier template or your app's built-in integration costs less than a $1,250 project.

Not sure we're the right fit?

Send a two-line brief. We'll tell you honestly whether we're the right team.

Ask on WhatsApp

Pricing

Transparent Starting Prices for Our AI Automation Agency

These are starting points in USD. Your final price depends on automations, teams, and AI review needs, and you get a fixed proposal after a free discovery call. AI model usage fees are billed by the provider.

$1k$2k$3k$4k$5k$6k$7k$1,250$2,950$6,400

For teams that want one AI-assisted workflow live, like ticket triage or invoice capture.

$1,250one-time, USD

Book a strategy call
  • Free task audit and shortlist
  • One AI-assisted workflow
  • Prompt rules and a human review step
  • Accuracy testing on your real data
  • Documentation and login handover
  • 30 days of monitoring

Recommended

For businesses automating routine work across 2 teams, like support and finance.

$2,950one-time, USD

Get a custom quote
  • Everything in First AI Automation
  • Up to 3 automations across 2 teams
  • Failure alerts and a shared run log
  • Model usage caps and a cost report
  • Team training session
  • 60 days of monitoring

For companies that want a ranked automation roadmap built and running across teams.

$6,400one-time, USD

Talk to our team
  • Everything in Automation Package
  • Automation roadmap for your business
  • Up to 6 automations
  • Custom integrations and APIs
  • Monthly results report
  • 90 days of monitoring

For Agencies

White-Label AI Automation for Agencies and Consultancies

You own the client relationship. We supply the AI automation work behind it: task audits, workflow builds, accuracy testing, and monitoring. Your clients get artificial intelligence automation agency services under your brand, and our name stays off every deliverable.

How the partnership works

White label: your client only ever sees your brand

  • Your client
  • You, the agency
  • DeveloperLook
  1. Share the client brief

    Send the client's teams, tools, and the repetitive tasks they want off their plate.

    1. Client needs
    2. You share the details
    3. Details received
  2. We audit and quote

    You get a ranked task list, a timeline, and a fixed price you can resell.

    1. Scope and plan
    2. Proposal to resell
    3. Your quoteYOUR LOGO
  3. Build and hand off

    We build, test on real data, and document everything under your brand.

    1. Done by our team
    2. Your brand on it
    3. Handed to your clientDone
  • Stay client-facing

    We work under your brand, so you keep the relationship and the recurring revenue.

  • Predictable delivery

    A fixed price and a task plan your client approves before we build.

  • Tested AI steps

    Every AI step is scored on client data before your client sees it.

  • Flexible capacity

    Bring us in for one client automation or a full automation roadmap.

The Right Technology for Your Project

Technology Stack

We pick the AI model per task by accuracy, cost, and data rules, then connect it to the helpdesk, accounting, and store tools you already use.

    • OpenAI logoOpenAI
    • Anthropic Claude logoAnthropic Claude
    • Google Gemini logoGoogle Gemini
    • Meta Llama
    • n8n logon8n
    • Make
    • Zapier
    • Power Automate logoPower Automate
    • Zendesk logoZendesk
    • Gorgias logoGorgias
    • Intercom logoIntercom
    • HubSpot logoHubSpot
    • QuickBooks logoQuickBooks
    • Xero logoXero
    • Shopify logoShopify
    • WooCommerce logoWooCommerce
    • Google Sheets logoGoogle Sheets

FAQ

Frequently Asked Questions

Straight answers on scope, setup fees versus retainers, reliability, data privacy, and ownership.

  • AI and workflows can handle repetitive tasks like sorting tickets, drafting replies, reading invoices, building reports, and syncing orders between apps. AI handles the reading and writing, and rules handle the rest. Tasks that need judgment, like refund exceptions or supplier negotiations, keep a person in charge. The free task audit ranks your list by hours saved, so you start where the payoff is biggest.

  • AI is one step inside a workflow, not the whole thing. A trigger starts the run, like a new ticket or an emailed invoice. The AI step reads or writes text, such as classifying the ticket or pulling the invoice totals. Rules then check its confidence score, act on clear cases, and send unclear ones to a person on your team for approval.

  • DeveloperLook starts at $1,250 for your first AI-assisted workflow. A package of up to 3 automations across 2 teams is $2,950, and a program of up to 6 automations with a roadmap is $6,400. These are fixed setup fees. AI model usage is billed separately by the provider, and we cap it per month. You get a fixed quote after the free discovery call.

  • A setup fee is a fixed price for building, testing, and handing over the automation, which you then own and run. A retainer is a monthly fee for someone to watch it: accuracy checks, fixes when an app changes, and prompt updates when models change. Our plans are one-time setups with 30 to 90 days of monitoring included. After that, a retainer is optional and quoted on the automations it covers.

  • Your first AI automation goes live in 2 to 3 weeks on the First AI Automation plan. A package of up to 3 automations takes 4 to 6 weeks, and a full program takes 6 to 10 weeks. Much of that time goes into accuracy testing on your real data, because that's where AI steps earn your team's trust.

  • Yes, those are the 3 areas we automate most. Support automations tag, route, and draft replies in Zendesk, Gorgias, or Intercom. Invoice automations read supplier PDFs and post entries to QuickBooks or Xero for approval. Reporting automations pull your sales and support numbers into a weekly summary in Slack. Each can run alone or share data with the others.

  • Hire an agency when you need several automations built fast and documented, and an in-house specialist when automation is a daily, permanent job. An agency brings tested patterns and covers vacations and turnover. An in-house hire knows your business deeply but takes months to recruit. Many teams start with an agency, then hand the documented workflows to an internal owner.

  • We keep AI automations reliable with confidence thresholds, human review for unclear cases, and weekly accuracy checks against a sample of real results. Every run is logged, failures alert your team, and prompts are versioned, so a change can be rolled back. When a provider updates a model, we rerun your test set before switching.

  • We send the AI step only the fields it needs, not whole customer records. We use business API plans, and OpenAI and Anthropic both state that API data isn't used to train their models by default. Credentials sit in your accounts, access is limited by role, and logs mask personal details where possible. For sensitive data, an open model on your own server is an option.

  • Yes, you own every workflow, prompt, and integration we build, with or without a retainer. Everything runs in your own n8n, Make, Zapier, and AI provider accounts. At handover you get documentation and every login, and we remove our access if you ask. You're free to hire anyone to maintain it later.

Saimul IslamFounder & CEO, DeveloperLook

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Send a message or book a call with the team.

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