Integrations & human handover
A customer can have a brilliant WhatsApp conversation and still hit a dead end if the information stays trapped in the chat. Capture 1 connects WhatsApp, automation and AI to the systems and people behind your customer journey.
Less copying and chasing for your team. Fewer broken handovers for the customer.
We’re looking at September next year for around 90 people.
September 2027, 90 guests. Will you need bedrooms on the night?
Yes, about 30.
Rachel from our weddings team will pick this up in the morning. She can already see everything you’ve told me.
One thread · nothing repeated
Two routes out of one conversation
Into your systems
DateSept 2027
Guests90
Bedrooms30
To your team
AssignedRachel
TeamWeddings
HistoryAttached
The problem worth solving
Businesses add a communication channel and accidentally create another place for information to live. The technology all works individually. The customer journey still feels disconnected.
Website form
Name, date, guest numbers
Name, date, guest numbers
Asked againCRM
Name, date, guest numbers
Copied by handThe team member
“Remind me of the date?”
Asked againBooking system
Knows the date, not the journey
DisconnectedTwo handovers
When we design a customer communication solution, we usually think about both at the same time.
Information collected in WhatsApp passes into the places your business already uses. Or information held elsewhere triggers and personalises the conversation.
When AI or automation has done enough, the conversation moves to a human team member without forcing the customer to begin again.
Not a chat tool bolted onto a CRM, and not an inbox that someone has to translate into an action.
What an integration is for
An integration should solve a real workflow. It does not need to be complicated for the sake of it.
Create or update the CRM contact and pass across the information already collected.
Start the right confirmation, reminder or attendee journey from registration data.
Trigger useful pre-arrival or preparation communication at the right time.
Store it where it can improve the next stage of the customer journey.
Record a useful outcome, tag or status for reporting and follow-up.
Route the conversation to the right team or person, with the history available.
Sometimes the right answer is a direct CRM integration. Sometimes a workflow through Make or Zapier. Sometimes an API connection. We start with what the business needs to happen, then choose the simplest reliable way to make it happen.
The journey
The value is easier to see as a journey than as a list of integrations. This is the same September wedding enquiry, all the way through.
1
From a website, QR code, advert, campaign, registration, booking or an existing WhatsApp channel.
Scanned a code at a wedding fair
2
Only the information that helps determine the right answer, route or next step.
Sept 2027 · 90 guests · 30 rooms
3
Where appropriate, using the approved knowledge built around the organisation.
“Is the terrace included?”
4
Continue automatically, update another system, trigger a workflow or involve a person.
Exclusive use — needs the weddings team
5
Contact details, answers, tags, preferences, status and conversation context support the next stage.
Record created · thread attached
6
CRM follow-up, booking, registration, customer service, marketing, operations or a human conversation.
Rachel picks it up at 9am
Nothing is retyped between the stages, and nothing useful is left behind in the chat.
The recurring thread
While the customer was simply answering sensible questions, a usable record was being built behind the conversation.
By the time a person becomes involved, the enquiry already has structure, a source and a set of answers. Your team starts from a position rather than from scratch, and the customer never notices the work.
Enquiry · Ashcombe HouseCreated from WhatsApp
Enquiry typeWedding, exclusive use
Date rangeSeptember 2027
Guest numbersAround 90
Bedrooms30 on the night
SourceWedding fair QR code
StatusAssigned to weddings team
None of this was typed in by your team.
Human handover
Some conversations suit automation. Others become more valuable the moment the right person joins them. We design human handover into the journey rather than treating it as a failure of the automation.
The same conversation, from both ends. She never starts again; the team member never starts cold.
A customer might need a person because the question is unusual, the circumstances do not fit the normal rules, the conversation is commercially important, or they simply ask to speak to someone.
When that happens, the experience should not turn into: “Please email us and explain everything again.”
So we define the handover as a designed step: what triggers it, who receives it, and what travels with it.
Rachel HughesWeddings team · assigned 09:02
Handed over because the customer asked about exclusive use and a marquee licence — outside the approved automated answers.
And the customer gets the sense that they are continuing one conversation, not starting a second one.
Routing
Human handover does not have to mean tipping every live conversation into one shared queue.
One WhatsApp inbox
Wedding enquiryWeddings team
Existing hotel guestReception & guest services
Membership enquiryMembership team
Complex event questionEvent support
Sales-ready enquirySales team
Existing customer issueCustomer service
Conversations can be organised around enquiry type, customer answers, location, department, campaign or other useful conditions. The routing model should reflect the people you actually have, rather than forcing your organisation to work around the technology.
The technology stack
We regularly design customer journeys that need to exchange information with other parts of the client technology stack.
Pass contact details, qualification information, source data and status into systems such as HubSpot.
Use booking, event or registration information to start or personalise communication, or return useful information to the operational workflow.
Keep opted-in customer data and segmentation aligned with wider email, CRM or campaign activity where appropriate.
Google Sheets or another data store for practical reporting, operational visibility and lightweight workflows.
Make or Zapier to connect systems and orchestrate multi-step processes when there is no suitable direct integration.
Where the client system supports it and the business case justifies it, a more tailored connection.
Simplest reliable routeMore work to build and maintain
A well-designed Google Sheet, used properly, solves more workflows than people expect.
Where the platforms already talk to each other and the fields you need are supported.
For multi-step logic, conditions and systems with no native connection between them.
When the system allows it and the volume or value of the information justifies the build.
Not every platform can connect in the same way, and not every integration is worth building. We assess what the system allows, what information genuinely needs to move and what operational benefit it will create before recommending an approach.
Two views of one journey
What the customer sees
What happens behind it
Good integration should make the customer experience feel easier, even when the process supporting it is doing a great deal more.
In practice
Enquiry nurturing
Someone arrives from an advert or website, moves into WhatsApp and answers a few qualification questions. Their details and answers pass into the CRM, so the sales team sees a prepared enquiry rather than a bare form submission.
Enquiry & lead nurturing
Events
Registration data helps trigger confirmations, reminders and useful attendee messaging. Open questions are answered automatically where possible, and unusual queries route to a human event team.
Events & exhibitions
Hotels & venues
A wedding, spa, stay or event enquiry gathers what the relevant team needs before handover, while routine questions continue to be handled automatically.
Hotels & hospitality
Membership & leisure
A prospective member can ask questions, explore the right option and give useful context before a membership adviser joins the conversation.
Leisure & membership
Customer service
AI and automation handle repeatable information, while exceptions, complaints and unusual circumstances are assigned to a human team with the preceding conversation visible.
Service businesses
Operations
A guest request made in a conversation can create the booking, notify the right department and confirm back to the customer, without a member of staff acting as the messenger between three screens.
Journey & messaging automationClient example
An enquiry begins from the website or campaign activity and continues in WhatsApp, where the customer provides useful information and moves through the appropriate first-stage journey.
Rather than leaving the information inside the messaging platform, the workflow supports CRM visibility, source tracking and the human follow-up process. The customer has already made progress, and the team has a better starting point before the sales conversation begins.
How we judge it
It is easy to create an impressive-looking automation that quietly adds admin behind the scenes.
A member of staff still copies the same details between three systems. Someone manually checks whether a message was sent. A team member pieces together several records to understand one customer.
The points where information is being retyped, duplicated, chased or lost. Those practical problems are what the design should remove, not decorate.
Good systems architecture is as much about knowing what not to integrate as knowing what can be.
A complex custom API connection is not automatically better than a simple reliable workflow. We consider the volume of activity, the value of the information, the reliability of the source system, the maintenance required and what your team actually needs to do with the data.
The aim is a solution your business can live with, not a diagram full of arrows.
A managed service
We design the connections, build them, test the awkward cases and keep them working as your processes change.
Where does the customer start, what happens today, and where is information copied, delayed, lost or repeated?
What genuinely needs to move between the conversation, the systems and the people.
Direct integration, Make, Zapier, API, a data store or a simpler workflow.
Triggers, field mapping, routing, assignment, fallbacks and human escalation.
Normal journeys, missing information, duplicate records, unusual questions and a system being unavailable.
Make sure the team knows where conversations appear and what context they have, then refine as real customers use it.
Is it right for you
Questions
Often, yes. The approach depends on the CRM and what the connection needs to do. Some platforms have direct integrations, others are better connected through Make, Zapier or an API. We start with the workflow rather than assuming every client needs the same technical setup.
HubSpot is one of the platforms that can be connected with ManyChat. The important part is deciding which contacts, fields, tags, events or outcomes genuinely need to pass between the systems, and how your sales or service team will use them.
Yes. Human conversations can be organised and assigned around the way your team works, including routing to individuals or groups where the platform setup supports it. We design the rules around the real sales or service workflow.
The journey recognises when human help is needed and routes the conversation accordingly. We also define boundaries for the AI, so that handing over is an intended part of the experience rather than an emergency fallback.
That is the aim of a well-designed handover. The person taking over should have the conversation context available, so the customer is not forced to repeat the journey from the beginning.
It can, where the source system and permissions support the required connection. This is particularly useful for confirmations, reminders, pre-arrival information and event communication.
Not necessarily. We use the simplest reliable approach that solves the workflow. That may be a direct integration, Make, Zapier, Google Sheets or a custom API connection, depending on the client and the systems involved.
That does not automatically mean the journey cannot be connected. We review whether the system has an API, webhook, export or another practical route. If there is no reliable connection, we will say so and design around the limitation rather than promise something fragile.
Yes. Our service is built around ongoing management as well as initial build: monitoring the journey, maintaining the automation, updating knowledge and refining connections as your processes change.
Talk to us
Maybe the enquiry reaches the wrong inbox. Maybe your team copies information into the CRM by hand. Maybe an automated conversation reaches a dead end. Or perhaps your systems already hold the information that would make customer communication far more useful.
Show us what happens today. We will help you work out what should connect, what should stay simple and where a person should take over.
Prefer to see it working first? Start a conversation with us on WhatsApp
