AI features
LLM integration · Smart search · Recommendations
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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
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.
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
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.
- 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.
AI & Automation we've shipped.
A few of the products this discipline helped build.
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
“The automations gave us back hours every week. Quietly brilliant.”
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.
Let's connect
Let's talk ai & automation.
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
What's included
Everything the discipline covers.
AI features
Smart search, recommendations and assistants built into your product.
LLM integration Smart search RecommendationsChatbots & assistants
Answer customers and staff instantly, around the clock.
Support bots Internal copilots Voice / chatWorkflow automation
Connect your tools so manual steps disappear.
Integrations Triggers & actions No-code flowsData pipelines
Move and shape data so it’s ready to use.
ETL Dashboards ReportingDocument & content AI
Summarise, extract and generate from documents, emails and media.
Summarisation Data extraction GenerationInsights & forecasting
Turn your data into predictions and decisions you can act on.
Predictive models Anomaly alerts Smart reports The approach
How we run it.
- 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.
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.
““The automations gave us back hours every week. Quietly brilliant.””
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.
Explore the other disciplines
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
// exports
Everything the module ships with.
AI features
Smart search, recommendations and assistants built into your product.
LLM integration Smart search RecommendationsChatbots & assistants
Answer customers and staff instantly, around the clock.
Support bots Internal copilots Voice / chatWorkflow automation
Connect your tools so manual steps disappear.
Integrations Triggers & actions No-code flowsData pipelines
Move and shape data so it’s ready to use.
ETL Dashboards ReportingDocument & content AI
Summarise, extract and generate from documents, emails and media.
Summarisation Data extraction GenerationInsights & forecasting
Turn your data into predictions and decisions you can act on.
Predictive models Anomaly alerts Smart reports // pipeline
How we run it.
- stage 01
Find
We spot the repetitive work worth automating.
- stage 02
Build
We wire in AI and automations, tested against real cases.
- 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.
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.
// other modules in the repo
$ 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.
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
In this room Everything the atelier practises
AI features
Smart search, recommendations and assistants built into your product.
LLM integration Smart search RecommendationsChatbots & assistants
Answer customers and staff instantly, around the clock.
Support bots Internal copilots Voice / chatWorkflow automation
Connect your tools so manual steps disappear.
Integrations Triggers & actions No-code flowsData pipelines
Move and shape data so it’s ready to use.
ETL Dashboards ReportingDocument & content AI
Summarise, extract and generate from documents, emails and media.
Summarisation Data extraction GenerationInsights & 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
Find
We spot the repetitive work worth automating.
Build
We wire in AI and automations, tested against real cases.
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
The automations gave us back hours every week. Quietly brilliant.
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.
Other rooms in the wing
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 Hours back every week, and a product that feels smart.
on the board today
Trigger AI engine Reply sent Record updated Team notified
📚 Course modules
Everything this department covers.
AI features
Smart search, recommendations and assistants built into your product.
LLM integration Smart search RecommendationsChatbots & assistants
Answer customers and staff instantly, around the clock.
Support bots Internal copilots Voice / chatWorkflow automation
Connect your tools so manual steps disappear.
Integrations Triggers & actions No-code flowsData pipelines
Move and shape data so it’s ready to use.
ETL Dashboards ReportingDocument & content AI
Summarise, extract and generate from documents, emails and media.
Summarisation Data extraction GenerationInsights & 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.
Find
We spot the repetitive work worth automating.
Build
We wire in AI and automations, tested against real cases.
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.
graded Read the write-up Brixmarket Real estate graded Read the write-up Saros Education graded Read the write-up Betslipswitch Sports The automations gave us back hours every week. Quietly brilliant.
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.
🏫 Other departments down the hall
🔔 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.
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