Repetitive
The same shape of task arrives again and again, and the response barely changes.
AI Integration & Automation
AI Built Into The Work Your Team Already Does
ScopeConfigureAssistReview
We integrate AI into the processes your business already runs, from drafting and routing to summarizing and first-response support, inside your own systems or on WULOOJ AI. It is configured around your use case, and people stay in the loop where getting it wrong has a cost.
The starting point
Start from a process, not a buzzword.
The tasks worth handing to AI are the ones that are repetitive, language-heavy, or slow — and most teams can name them immediately. We begin by finding those, not by picking a technology first.
Waiting on a first read
- WhatsAppWhere is my order? It was due yesterday.Repetitive
- EmailRe: Re: Re: correction to last month's invoiceLanguage-heavy
- Live chatNew conversation, not opened yetSlow to start
- Live chatCan I still return an item after two weeks?Repetitive
Language-heavy
Reading, writing, and re-reading long threads takes most of the effort.
Slow to start
Work waits because someone has to read it before it can move anywhere.
A use case that fits none of these is usually better solved without AI — and we will say so.
Assistive workflows
AI that helps with the first pass, not the final word.
Each workflow is scoped to a task your team already owns. The platform produces a first pass; the person who owns the work decides what happens to it.
Drafting
Produce a first reply or summary from the thread and the customer record, ready for a person to edit and send.
- Incoming work
- Draft prepared
- Person edits
- Sent
Routing
Read what arrived and put it in the right queue, with the right priority, instead of leaving it for manual triage.
- Incoming work
- Read and classified
- Queued
- Owned
Summarizing
Condense a long conversation or ticket history so whoever picks it up next starts with the context.
- Long thread
- Summary drafted
- Attached to record
- Handover
First-response support
Answer common questions over chat and messaging where the answer is well defined, and hand over the moment it is not.
- Customer asks
- Answered or escalated
- Agent picks up
- Resolved
People stay in control
Every workflow has a person attached to it.
Automation without a review path is how small errors reach customers at scale. In every workflow we deliver, each workflow is configured with what it may do on its own and what has to be seen by someone first.
Assist
The platform prepares the work. A person reviews and sends it.
Nothing reaches the customer unseen.
PlatformPersonSupervise
The platform acts on well-defined cases and flags the rest for a person.
The boundary is set by you, per workflow.
PlatformPersonHand over
The platform steps back and passes the conversation to an agent with its context intact.
The customer does not start again.
PlatformPerson
Where a mistake has a cost, the workflow is configured so a person sees it first.
Configured, not templated
Shaped to your use case, in your own workspace.
WULOOJ is customized to specific use cases rather than forced into a template. An AI workflow is no different: it is defined against your processes, your records, and your teams.
Scope the use case
Identify the task, who owns it today, and where AI can help without removing human control.
Configure the workflow
Set what the workflow reads, what it produces, and which cases it may handle on its own.
Connect the systems
Point it at the modules the work already lives in, so it reads and writes the same records your team does.
Refine in use
Adjust the boundaries and the outputs based on how the team actually works once it is running.
Start with one workflow. Add others module by module as they prove out.
Workflow settings
Reads from
Chosen modules
Produces
A first pass
May act alone on
Defined cases
Reviewed by
The work owner
Add another workflow
- Summarize long tickets before handover
- Route WhatsApp messages by topic
- Draft replies to common questions
Inside your operations
It works on the same records your team does.
The AI layer is not a separate tool with its own copy of the data. It runs against the shared WULOOJ record — the same contacts, order history, and conversation history every other module reads.
AI workflow
Reads and writes the shared record
WULOOJ Engage
AI chatbots, shared inbox, and ticketing across WhatsApp, live chat, and email.
ExploreContact Center
Call records and logs from the cloud call center, available to the same workflows.
ExploreData Warehouse & Analytics
Real-time dashboards covering the modules a workflow touches.
Explore
Build on top of it, not just inside it
Every module is reachable through REST APIs, so a workflow can trigger a third-party system mid-process or be triggered by one in return. The app builder deploys custom admin, customer, or vendor portals on the same underlying database.
- REST APIs on every module
- App builder for custom portals
- One shared database
Visibility
See what the platform did, and what people changed.
Output lands in the same data warehouse as the rest of the platform, so an AI workflow is measured next to the operation it belongs to rather than in a tool of its own.
Data Warehouse
Workflow activity
- Routed to the delivery queueWhatsAppPlatform
- First pass edited before sendingEmailReviewer
- Handed over to an agentLive chatPlatform
- Common question answeredLive chatPlatform
What came in
The work each workflow handled, by channel and by queue.
What it handled
Which cases were answered, routed, or passed to a person.
What people changed
Where reviewers edited the first pass before it went out.
What escalated
The cases the workflow handed over, and where they went next.
Next step
Bring us the process, not the prompt.
Tell us which task is slowing your team down and who owns it today. We will scope whether an AI workflow helps, where the review path belongs, and what it would take to run it inside your WULOOJ workspace.