All services AI & Automation

Put the busywork on autopilot.

We weave AI and automation into your product so the busywork runs itself.

AI features, chatbots, workflow automation and data pipelines.

Trigger AI engine Reply sent Record updated Team notified
What it is

The hours your team spends on repetitive work are hours you could spend growing. We build AI features and automations, assistants, workflows and data pipelines, that quietly do the heavy lifting, and we can bolt them onto the product you already have.

Hours back every week, and a product that feels smart.

What's included.

Everything under AI & Automation, handled by one team.

AI features

LLM integration · Smart search · Recommendations

Chatbots & assistants

Support bots · Internal copilots · Voice / chat

Workflow automation

Integrations · Triggers & actions · No-code flows

Data pipelines

ETL · Dashboards · Reporting

Document & content AI

Summarisation · Data extraction · Generation

Insights & forecasting

Predictive models · Anomaly alerts · Smart reports

01 / 06

However you want to work.

Hands-on or hands-off, we shape the engagement around you, and nothing ships until you're happy.

Add to what you have

Bolt AI and automation onto your existing product, no rebuild required.

Hands-on or hands-off

Co-build with your team, or we deliver it done and ready to run.

Build & train

We ship it and teach your team to run and extend it.

How we approach it.

  1. 01

    Find

    We spot the repetitive work worth automating.

  2. 02

    Build

    We wire in AI and automations, tested against real cases.

  3. 03

    Measure

    We track the hours saved and tune for more.

AI & Automation we've shipped.

A few of the products this discipline helped build.

See the full portfolio

Watch

Live products, running now

A closer look at how ai & automation actually comes together, real work, from first move to finished result.

See the work
0:00 / 0:00
“The automations gave us back hours every week. Quietly brilliant.”
Cheta Client, e-commerce

Questions, answered.

The things people ask us most about ai & automation.

01 Do I need to rebuild my product to add AI?

No, we bolt AI and automation onto the product you already have.

02 What can you actually automate?

Repetitive workflows, customer support, data pipelines, and smart features like search and recommendations.

03 Will it really save us money?

That is the whole point, we track the hours saved and keep tuning the system for more.

A Swizel desk at the end of the day
Bigger ideas. Real results.

Explore the rest.

06 · Founder mode

Put the busywork on autopilot.

We weave AI and automation into your product so the busywork runs itself.

AI featureschatbotsworkflow automationdata pipelines
Trigger AI engine Reply sent Record updated Team notified
Hours back every week, and a product that feels smart.
What's included

Everything the discipline covers.

AI features

Smart search, recommendations and assistants built into your product.

LLM integration Smart search Recommendations

Chatbots & assistants

Answer customers and staff instantly, around the clock.

Support bots Internal copilots Voice / chat

Workflow automation

Connect your tools so manual steps disappear.

Integrations Triggers & actions No-code flows

Data pipelines

Move and shape data so it’s ready to use.

ETL Dashboards Reporting

Document & content AI

Summarise, extract and generate from documents, emails and media.

Summarisation Data extraction Generation

Insights & forecasting

Turn your data into predictions and decisions you can act on.

Predictive models Anomaly alerts Smart reports
The approach

How we run it.

  1. 01

    Find

    We spot the repetitive work worth automating.

  2. 02

    Build

    We wire in AI and automations, tested against real cases.

  3. 03

    Measure

    We track the hours saved and tune for more.

Ways to work together

Pick your lane.

Add to what you have

Bolt AI and automation onto your existing product, no rebuild required.

Hands-on or hands-off

Co-build with your team, or we deliver it done and ready to run.

Build & train

We ship it and teach your team to run and extend it.

Receipts

We've done this before.

Brixmarket
Brixmarket Real estate
Saros
Saros Education
Betslipswitch
Betslipswitch Sports
““The automations gave us back hours every week. Quietly brilliant.””
Cheta Cheta Client, e-commerce
Good to know

Questions, answered.

Do I need to rebuild my product to add AI?

No, we bolt AI and automation onto the product you already have.

What can you actually automate?

Repetitive workflows, customer support, data pipelines, and smart features like search and recommendations.

Will it really save us money?

That is the whole point, we track the hours saved and keep tuning the system for more.

Bring us your Day 0.

Tell us what you imagine. You'll have a clear plan, timeline and estimate within one business day.

// module 06 · builder mode

Put the busywork on autopilot.

We weave AI and automation into your product so the busywork runs itself.

AI featureschatbotsworkflow automationdata pipelines
Trigger AI engine Reply sent Record updated Team notified
Hours back every week, and a product that feels smart.
// exports

Everything the module ships with.

AI features

Smart search, recommendations and assistants built into your product.

LLM integration Smart search Recommendations

Chatbots & assistants

Answer customers and staff instantly, around the clock.

Support bots Internal copilots Voice / chat

Workflow automation

Connect your tools so manual steps disappear.

Integrations Triggers & actions No-code flows

Data pipelines

Move and shape data so it’s ready to use.

ETL Dashboards Reporting

Document & content AI

Summarise, extract and generate from documents, emails and media.

Summarisation Data extraction Generation

Insights & forecasting

Turn your data into predictions and decisions you can act on.

Predictive models Anomaly alerts Smart reports
// pipeline

How we run it.

  1. stage 01

    Find

    We spot the repetitive work worth automating.

  2. stage 02

    Build

    We wire in AI and automations, tested against real cases.

  3. stage 03

    Measure

    We track the hours saved and tune for more.

// install options

Pick your flag.

Add to what you have

Bolt AI and automation onto your existing product, no rebuild required.

Hands-on or hands-off

Co-build with your team, or we deliver it done and ready to run.

Build & train

We ship it and teach your team to run and extend it.

// deployments

Shipped with this module.

Brixmarket
Brixmarket Real estate live
Saros
Saros Education live
Betslipswitch
Betslipswitch Sports live
Cheta Cheta Client, e-commerce · approved these changes Approved
““The automations gave us back hours every week. Quietly brilliant.””
// FAQ.md

Questions, answered.

Do I need to rebuild my product to add AI?

No, we bolt AI and automation onto the product you already have.

What can you actually automate?

Repetitive workflows, customer support, data pipelines, and smart features like search and recommendations.

Will it really save us money?

That is the whole point, we track the hours saved and keep tuning the system for more.

$ npm i @swizel/ai-automation

Add it to your build.

Tell us what you're building. A senior engineer reads every message, reply within one business day.

Ateliers Wing — Room 06 AI & Automation ← All rooms

Put the busywork on autopilot.

We weave AI and automation into your product so the busywork runs itself.

AI featureschatbotsworkflow automationdata pipelines
Trigger AI engine Reply sent Record updated Team notified
AI & Automation, at work Hours back every week, and a product that feels smart.
In this room Everything the atelier practises

AI features

Smart search, recommendations and assistants built into your product.

LLM integration Smart search Recommendations

Chatbots & assistants

Answer customers and staff instantly, around the clock.

Support bots Internal copilots Voice / chat

Workflow automation

Connect your tools so manual steps disappear.

Integrations Triggers & actions No-code flows

Data pipelines

Move and shape data so it’s ready to use.

ETL Dashboards Reporting

Document & content AI

Summarise, extract and generate from documents, emails and media.

Summarisation Data extraction Generation

Insights & forecasting

Turn your data into predictions and decisions you can act on.

Predictive models Anomaly alerts Smart reports
Behind the glass How this room works a commission
I

Find

We spot the repetitive work worth automating.

II

Build

We wire in AI and automations, tested against real cases.

III

Measure

We track the hours saved and tune for more.

Commission options Ways to engage the atelier

Add to what you have

Bolt AI and automation onto your existing product, no rebuild required.

Hands-on or hands-off

Co-build with your team, or we deliver it done and ready to run.

Build & train

We ship it and teach your team to run and extend it.

Hung from this atelier Real commissions, on real walls
Brixmarket
Brixmarket Real estate
Saros
Saros Education
Betslipswitch
Betslipswitch Sports

The automations gave us back hours every week. Quietly brilliant.

Cheta — Cheta, Client, e-commerce
Visitor questions Asked at the desk, answered here
Do I need to rebuild my product to add AI?

No, we bolt AI and automation onto the product you already have.

What can you actually automate?

Repetitive workflows, customer support, data pipelines, and smart features like search and recommendations.

Will it really save us money?

That is the whole point, we track the hours saved and keep tuning the system for more.

Commissions open

Reserve this atelier.

Tell us what you're making. A project manager reads every message and replies within one business day.

🚪 Dept. of AI & Automation · SWZ 601

Put the busywork on autopilot.

We weave AI and automation into your product so the busywork runs itself.

AI featureschatbotsworkflow automationdata pipelines
Dept. of AI & Automation

on the board today

Trigger AI engine Reply sent Record updated Team notified
Hours back every week, and a product that feels smart.
📚 Course modules

Everything this department covers.

AI features

Smart search, recommendations and assistants built into your product.

LLM integration Smart search Recommendations

Chatbots & assistants

Answer customers and staff instantly, around the clock.

Support bots Internal copilots Voice / chat

Workflow automation

Connect your tools so manual steps disappear.

Integrations Triggers & actions No-code flows

Data pipelines

Move and shape data so it’s ready to use.

ETL Dashboards Reporting

Document & content AI

Summarise, extract and generate from documents, emails and media.

Summarisation Data extraction Generation

Insights & forecasting

Turn your data into predictions and decisions you can act on.

Predictive models Anomaly alerts Smart reports
🗓️ The lesson plan

How this department works.

01

Find

We spot the repetitive work worth automating.

02

Build

We wire in AI and automations, tested against real cases.

03

Measure

We track the hours saved and tune for more.

🗂️ Enrolment options

Ways to work with us.

Add to what you have

Bolt AI and automation onto your existing product, no rebuild required.

Hands-on or hands-off

Co-build with your team, or we deliver it done and ready to run.

Build & train

We ship it and teach your team to run and extend it.

✅ Homework, handed in

Built by this department.

The automations gave us back hours every week. Quietly brilliant.
Cheta Cheta, Client, e-commerce
🙋 Questions after class

Hands up.

Do I need to rebuild my product to add AI?

No, we bolt AI and automation onto the product you already have.

What can you actually automate?

Repetitive workflows, customer support, data pipelines, and smart features like search and recommendations.

Will it really save us money?

That is the whole point, we track the hours saved and keep tuning the system for more.

🔔 The bell rang

Bring your project to this department.

Tell us what you're building. A project manager reads every message. We reply within one business day.

Services

AI & Automation

The hours your team spends on repetitive work are hours you could spend growing. We build AI features and automations, assistants, workflows and data pipelines, that quietly do the heavy lifting, and we can bolt them onto the product you already have.