Making WhatsApp work
at enterprise scale

Making WhatsApp work at enterprise scale

Making WhatsApp work
at enterprise scale

Role

Role

Product Designer & Co-founder


2020 to present

Product Designer
& Co-founder


2020 to present

Industry

Industry

B2B SaaS



Enterprise Communication 


Compliance

B2B SaaS



Enterprise Communication
Compliance

Outcomes

Outcomes

15% lower infrastructure costs



10× enterprise contract value

5× primary interface adoption

15% lower infrastructure costs • 10× enterprise contract value • 5× primary interface adoption

My Role

My Role

My Role

Over six years as co-founder of Pink App, I’ve led product design from strategy through execution as the platform grew to 1,000+ companies, 40,000 active users and 1M+ daily messages. 





My work spans product architecture, research, and system-level decisions, partnering with executive and frontline teams on product vision and roadmap.

Over six years as co-founder of Pink App, I’ve led product design from strategy through execution as the platform grew
to 1,000+ companies, 40,000 active
users and 1M+ daily messages. 





My work spans product architecture, research, and system-level decisions, partnering with executive and frontline teams on product vision and roadmap.

Over six years as co-founder of Pink App, I’ve led product design from
strategy through execution as the platform grew to 1,000+ companies,
40,000 active users and 1M+ daily messages. 





My work spans product architecture, research, and system-level
decisions, partnering with executive and frontline teams on product
vision and roadmap.

Overview

Overview

Overview

Pink is a B2B communication platform that brings customer and internal communication on WhatsApp into
a single workspace, adding visibility, coordination, and compliance controls.

This case focuses on two milestones: consolidating Collab and Desk into one platform, and adapting WhatsApp communication to regulated enterprise requirements.

Pink is a B2B communication platform
that brings customer and internal communication on WhatsApp into
a single workspace, adding visibility, coordination, and compliance controls.

This case focuses on two milestones: consolidating Collab and Desk into
one platform, and adapting WhatsApp communication to regulated
enterprise requirements.

Pink is a B2B communication platform that brings customer and internal communication on WhatsApp into a single workspace, adding visibility, coordination, and compliance controls.

This case focuses on two milestones: consolidating Collab and Desk
into one platform, and adapting WhatsApp communication to regulated
enterprise requirements.

01. Scale

From two products 


to one platform

01. Scale
From two products 


to one platform

01. Scale

From two products 


to one platform

Pink had two products with increasingly overlapping workflows:
Collab for business conversations and Desk for customer service. 





We consolidated both into one platform, building on Collab and
adapting Desk’s service model to it, to reduce implementation
effort and disruption for existing customers.

Pink had two products with
increasingly overlapping workflows: Collab for business conversations
and Desk for customer service. 





We consolidated both into one
platform, building on Collab and
adapting Desk’s service model to it,
to reduce implementation effort and disruption for existing customers.

Pink had two products with increasingly overlapping workflows:
Collab for business conversations and Desk for customer service. 





We consolidated both into one platform, building on Collab and
adapting Desk’s service model to it, to reduce implementation
effort and disruption for existing customers.

Challenge

Challenge

For leaders

For leaders

Finding operational information often required manual searches, repeated pagination, or support exports, making decisions slower and more reactive.

Finding operational information often required manual searches, repeated pagination, or support exports, making decisions slower and more reactive.

For agents

For agents

The main friction came from constant context switching between tools and scattered information.

The main friction came from constant context switching between tools and scattered information.

Design

Design

Operational
visibility

Operational visibility

Operational
visibility

I introduced real-time dashboards that made conversation volume, backlog, and response
times visible in one view.

I introduced real-time dashboards that made conversation volume, backlog,
and response times visible in one view.

I introduced real-time dashboards that made conversation volume, backlog, and response times visible in one view.

Pink analytics overview showing conversation volume, operation status at the start and end of the period, and efficiency metrics.
Mobile screen showing the busiest times of the week as a heatmap, with Wednesday at 12 PM as the peak.
Mobile screen showing the busiest times of the week as a heatmap, with Wednesday at 12 PM as the peak.

Advanced filters

Advanced filters

Advanced
filters

Advanced filters let managers retrieve conversations by date, status, tags, channel, or owner, reducing manual searches and exports.

Advanced filters let managers retrieve conversations by date, status, tags, channel, or owner, reducing manual searches and exports.

Advanced filters let managers retrieve conversations
by date, status, tags, channel, or owner, reducing
manual searches and exports.

Mobile filter configuration screen with conditions for user, inbox and status, and an Apply filter button.
Mobile filter configuration screen with conditions for user, inbox and status, and an Apply filter button.

Workflow continuity

Workflow continuity

Tags helped organize and prioritize conversations. Internal threads (Chit-chat) and the knowledge base kept collaboration and answers inside the conversation.

Tags helped organize and prioritize conversations. Internal threads (Chit-chat) and the knowledge base kept collaboration and answers inside the conversation.

Mobile contact details with a tags sheet listing Upselling, VIP, Group support and Trial, and a Create tag button.
Mobile contact details with a tags sheet listing Upselling, VIP, Group support and Trial, and a Create tag button.
Mobile knowledge base list with entries such as Plan pricing, Enterprise plan and API rate limits, and an Add knowledge button.
Mobile knowledge base list with entries such as Plan pricing, Enterprise plan and API rate limits, and an Add knowledge button.

Outcomes

Outcomes

Outcomes

20

20

%

%

Fewer support requests for metrics and conversation discovery

Fewer support requests for metrics and
conversation discovery

Fewer support requests for metrics and conversation discovery

20

%

15

15

%

%

Lower infrastructure costs after legacy
product consolidation

Lower infrastructure
costs after legacy
product consolidation

15

%

Outcomes

10

×

Enterprise contract value vs. historical customer average

5

×

Primary interface adoption, from 10%
to 50%, sustained for six months

02. Governance

From shared numbers 


to corporate accounts

02. Governance
From shared numbers 


to corporate accounts

02. Governance

From shared numbers 


to corporate accounts

As Pink moved into larger, regulated companies, shared WhatsApp
accounts no longer provided the ownership, traceability, and control enterprise operations required.

As Pink moved into larger, regulated companies, shared WhatsApp
accounts no longer provided the ownership, traceability, and control enterprise operations required.

As Pink moved into larger, regulated companies, shared WhatsApp
accounts no longer provided the ownership, traceability, and control
enterprise operations required.

Discovery

Discovery

During POCs with financial institutions, three
recurring patterns emerged:



Policy vs. practice


Personal WhatsApp was officially restricted but remained in use.



Hybrid operations without visibility


Centralized and individual numbers coexisted
without integration.



Split records


Formal agreements were archived in email while negotiations stayed in chat.



Employees optimized for speed, while leadership needed traceability and institutional control.

During POCs with financial institutions, three recurring patterns emerged:



Policy vs. practice


Personal WhatsApp was officially restricted but remained in use.



Hybrid operations without visibility


Centralized and individual numbers coexisted without integration.



Split records


Formal agreements were archived in
email while negotiations stayed in chat.



Employees optimized for speed, while leadership needed traceability and institutional control.

During POCs with financial institutions,
three recurring patterns emerged:



Policy vs. practice


Personal WhatsApp was officially restricted
but remained in use.



Hybrid operations without visibility


Centralized and individual numbers coexisted
without integration.



Split records


Formal agreements were archived in email while
negotiations stayed in chat.



Employees optimized for speed, while leadership
needed traceability and institutional control.

Challenge

Challenge

The challenge was to introduce governance
without disrupting established behavior.

The challenge was to introduce governance without disrupting
established behavior.

The challenge was to introduce governance
without disrupting established behavior.

Dark mode component board with conversation volume cards, an activity heatmap, a 1,250 progress ring, tags, buttons and message states.

Design

Design

Dark mode

Dark mode

Dark mode sat outside the core governance work,
but recurring support requests and compliance
POCs made it a formal product requirement.

Dark mode sat outside the core governance work, but recurring support requests and compliance POCs made it
a formal product requirement.

Dark mode sat outside the core governance work,
but recurring support requests and compliance
POCs made it a formal product requirement.

After image
After image
After image

Drag the slider to compare both themes.

Drag the slider to compare both themes.

Hybrid 

experience

Hybrid 

experience

Conversations could happen in Pink or WhatsApp,
with every interaction automatically recorded inside Pink, preserving familiar workflows while giving leadership consistent oversight.

Conversations could happen in Pink
or WhatsApp, with every interaction automatically recorded inside Pink, preserving familiar workflows while
giving leadership consistent oversight.

Conversations could happen in Pink or WhatsApp,
with every interaction automatically recorded inside Pink, preserving familiar workflows while giving leadership consistent oversight.

Corporate 

account model

Corporate 

account model

We introduced centralized service numbers
and individual corporate accounts, balancing the traceability leadership required with the familiar WhatsApp behavior employees relied on.

We introduced centralized service numbers and individual corporate accounts, balancing the traceability leadership required with the familiar WhatsApp behavior employees relied on.

We introduced centralized service numbers
and individual corporate accounts, balancing the
traceability leadership required with the familiar
WhatsApp behavior employees relied on.

Compliance 

layer

Compliance 

layer

Visibility into deleted and edited messages,
full traceability, and structured oversight gave
companies institutional control over previously
informal conversations.

Visibility into deleted and edited messages, full traceability, and
structured oversight gave companies institutional control over previously informal conversations.

Visibility into deleted and edited messages,
full traceability, and structured oversight gave
companies institutional control over previously
informal conversations.

Mobile contact details screen in dark mode with tags, a compliance note and a media and files section.
Mobile contact details screen in dark mode with tags, a compliance note and a media and files section.

Outcomes

Outcomes

10

×

Enterprise contract value vs. historical
customer average

Enterprise contract value vs. historical customer average

10

×

5

×

Primary interface adoption, from 10%
to 50%, sustained for six months

Primary interface adoption, from 10%
to 50%, sustained for six months

5

×

Next project

Next project

Rearchitecting a 500k+
user app for scale

Rearchitecting a 500k+
user app for scale

Rearchitecting a 500k+
user app for scale

New product direction approved in 4 months

New product direction approved in 4 months

Mude.fit · 2024

Mude.fit · 2024

Let’s work together!

Let’s work together!

Let’s work together!