Building a Nationwide Channel Partner Network

ANAROCK depends heavily on independent channel partners (CPs) to source deals. These relationships were valuable, long-standing — and largely invisible to the system.


Deals closed, but the organisation had limited insight into:


  1. How consistently brokers were engaged.

  2. Where follow-ups broke down.

  3. Which relationships were strengthening or decaying.


As paid lead channels became more expensive and less predictable, this blind spot started to hurt the business.


The goal wasn’t to “manage brokers better.” It was to understand how sourcing actually happens — and design around that reality.

Outcomes

Follow-up gaps surfaced within days, not weeks


Missed or delayed follow-ups were explicitly visible as pending or overdue actions, instead of being discovered only after deals stalled or relationships cooled.


Broker engagement could be assessed at a relationship level.


Managers no longer had to rely on closed deals as the primary signal. Recent activity, follow-up continuity, and engagement frequency provided a live view of relationship momentum.


Weakening relationships became identifiable before outcomes dropped.


Inactive or weakening broker relationships were identifiable before they impacted bookings or revenue, enabling corrective action while outcomes were still recoverable.


Agents spent less effort tracking work mentally.


The app externalised memory — who to follow up with, when, and why — freeing agents to focus on conversations and next actions rather than recall.

Team

Ahmed Raza (PM)
Rahul Yadav (VP)
Bappaditya Basu (CBO)

Industry

PropTech · SaaS · B2B

My Role

Solo Designer

Product Design

UX Strategy

Portfolio project image

The initial assumption

The initial assumption

The initial assumption

Our starting point was the obvious one.


We explored a CRM-style dashboard approach, iterating through three versions of wireframes:

Broker Lists

Aggregated Activity Views

Performance Summaries

Manager-facing Overviews


On paper, these solutions looked complete. They matched how sourcing should work in theory.

What we learned from the field after speaking with sourcing agents:

Agents don’t operate inside dashboards.

They don’t think in terms of records or structured updates.

Relationships are managed through calls, memory, and informal follow-ups.

“Updating the system” is often deferred — or skipped entirely.


Each new CRM iteration added structure, but reduced alignment with real behaviour.




👆 Early wireframes of CRM-style exploration.

First-principles approach

First-principles approach

First-principles approach

We made a deliberate call to throw away all three CRM-style directions.


Not to simplify them. Not to hide them behind better UX. But, completely remove them.


The key insight was simple but uncomfortable:


Sourcing agents don’t manage brokers.

They manage conversations.


That shifted the UX direction completely.

Instead of asking:

How do we give managers visibility?

We asked:

How do we support the next meaningful interaction in an ongoing relationship?

This pivot moved the system from:

System-centric → CP-centric

Record-driven → Event-driven

Retrospective → Forward-looking




Reframing the real problem

Reframing the real problem

Reframing the real problem

Once the dashboard assumption was gone, the real problem became clear.


Critical sourcing behaviour existed, but:

Follow-ups lived in memory.

Relationship health was inferred too late.

Missed actions had no early warning.

First-principles approach

First-principles approach

First-principles approach

I reduced the system to the smallest set of signals that actually mattered:



Events over records


Capture interactions as they happen, not after the fact.




Follow-ups as first-class actions


Missed follow-ups are leading indicators of relationship decay.




Patterns over profiles


Engagement trends matter more than static broker data.



Mobile-first by default


This work happens in motion, not at desks.

Product direction

Product direction

Product direction

The experience was designed to sit inside existing behaviour rather than replacing it.


  1. Agents could log and act on interactions quickly.


  2. Follow-ups were lightweight and hard to ignore.


  3. Engagement history accumulated naturally over time.


  4. Managers gained visibility without asking agents to constantly report.

Design constraints that shaped the experience

Design constraints that shaped the experience

Design constraints that shaped the experience

Beyond product decisions, several non-negotiable constraints influenced how the app was designed.


These weren’t aesthetic considerations. They were conditions imposed by real-world usage.

Field conditions and cost constraints.


Most sourcing agents operate on:

Low-end Android devices

Smaller screen sizes

Inconsistent hardware performance



This ruled out:

Dense layouts

Small touch targets

Visually complex components



Connectivity and offline behaviour.


Connectivity is unreliable for agents working in the field.


Because follow-ups and events are time-sensitive, the system could not assume constant access.


Offline support wasn’t treated as a feature. It was treated as a baseline requirement.


Critical actions needed to work without network dependency and reconcile safely once connectivity returned.

Accessibility and legibility


The app needed to remain usable while moving, multitasking, or under time pressure.


This led to deliberate accessibility decisions:

WCAG AA (and where possible AAA) colour contrast.

Non-disappearing form labels for clarity.

Larger touch targets (48px minimum) to reduce accidental taps.

Key design decisions and trade-offs

Key design decisions and trade-offs

Key design decisions and trade-offs

Progressive disclosure instead of dense dashboards



Information appears only when needed.


Trade-off:

Less “all-in-one” visibility.


Gain:

Faster comprehension and lower cognitive load.


Automation over manual reporting



Patterns surface automatically rather than through compiled reports.


Trade-off:

Reduced customisation.


Gain:

Consistency, speed, and trust in the signal.


What we deliberately did not build

No heavy CRM workflows

No mandatory data entry

No broker “grading” systems

No predictive scoring without reliable signal


What changed because of the pivot


If the CRM-style solution had shipped:

Adoption would have been shallow

Data would look complete but be misleading

Relationship decay would remain hidden


By abandoning weeks of work and reframing the approach, the product aligned with how sourcing actually operates.


That decision mattered more than any screen.

Reflections

Reflections

Reflections

The hardest part of this project wasn’t execution.


It was accepting that our initial idea of “visibility” didn’t match how sourcing agents actually operate day to day.


The early dashboard approach assumed that agents would pause, review status, and update the system.


In reality, their work is continuous, reactive, and driven by conversations — not by reviewing summaries.


The pivot forced us to stop designing for how sourcing should work and start designing for how it actually works:


Acting in the moment

Remembering who needs a follow-up

Moving quickly between calls, visits, and messages

AnkurU1
SagarU2
NiramayeeU3
SaurabhU4
SanjayU5
AnkurU1
SagarU2
NiramayeeU3
PradyAB

Recommendations from co-workers and clients

Recommendations from co-workers and clients

  • Worked with Kartik on a UI revamp at Nutanix. His UX thinking was sharp, practical, and well-received by users. Clear improvement overall. Appreciate the effort and collaboration.

    Ankur Gupta

    Sr. Director @ Nutanix

    Worked with Kartik on a UI revamp at Nutanix. His UX thinking was sharp, practical, and well-received by users. Clear improvement overall. Appreciate the effort and collaboration.

    Ankur Gupta

    Sr. Director @ Nutanix

  • Always enjoy seeing your insights, Kartik! I’ve had the pleasure of working with you on past projects, and I can confidently say—you’re not only a talented designer but also a fantastic collaborator. Highly recommend Kartik to anyone looking for top-tier design and creative thinking.

    Jesse De Leon

    Creative Chief @ Inmode Interactive

    Always enjoy seeing your insights, Kartik! I’ve had the pleasure of working with you on past projects, and I can confidently say—you’re not only a talented designer but also a fantastic collaborator. Highly recommend Kartik to anyone looking for top-tier design and creative thinking.

    Jesse De Leon

    Creative Chief @ Inmode Interactive

  • Kartik brings focus, creativity, and a strong user mindset to his work. He designs thoughtfully, communicates clearly, and supports the team without hesitation. A solid collaborator I’d gladly work with again.

    Sagar Ganatra

    FrontEnd Architect @ Atlassian

    Kartik brings focus, creativity, and a strong user mindset to his work. He designs thoughtfully, communicates clearly, and supports the team without hesitation. A solid collaborator I’d gladly work with again.

    Sagar Ganatra

    FrontEnd Architect @ Atlassian

  • Kartik combines big-picture product thinking with sharp attention to detail. He understands business goals, designs with depth, and pushes teams to raise the bar. One of the strongest designers I’ve worked with.

    Niramayee Sarpotdar

    UX Designer @ LightBeam.ai

    Kartik combines big-picture product thinking with sharp attention to detail. He understands business goals, designs with depth, and pushes teams to raise the bar. One of the strongest designers I’ve worked with.

    Niramayee Sarpotdar

    UX Designer @ LightBeam.ai

  • Working with Kartik on my Framer website was a great experience. He pushed every detail, challenged ideas, strengthened the design, and built it to evolve easily. Sharp thinking, strong craft, reliable execution.

    Sanjay Raval

    Founder @ BeingUser

    Working with Kartik on my Framer website was a great experience. He pushed every detail, challenged ideas, strengthened the design, and built it to evolve easily. Sharp thinking, strong craft, reliable execution.

    Sanjay Raval

    Founder @ BeingUser

  • Really enjoyed working with Kartik on the Shiv Engineering website. He handled design and development smoothly, kept things clear, delivered on time, and made complex engineering content simple and professional.

    Tushar Patel

    Technical Head @ Shiv Engineering

    Really enjoyed working with Kartik on the Shiv Engineering website. He handled design and development smoothly, kept things clear, delivered on time, and made complex engineering content simple and professional.

    Tushar Patel

    Technical Head @ Shiv Engineering

  • Worked under Kartik early in my career. He has a sharp eye for information and visual design, turning messy interfaces into clear, usable products. I learned a lot from his attention to detail.

    Saurabh Singh

    Sr. Product Designer

    Worked under Kartik early in my career. He has a sharp eye for information and visual design, turning messy interfaces into clear, usable products. I learned a lot from his attention to detail.

    Saurabh Singh

    Sr. Product Designer

  • Kartik is a sharp designer with strong attention to detail and craft. He meets deadlines without lowering quality, improves UX by simplifying relentlessly, and asks the right questions. I’d gladly collaborate again.

    Ramachandra Kishore

    Staff Designer @ Nutanix

    Kartik is a sharp designer with strong attention to detail and craft. He meets deadlines without lowering quality, improves UX by simplifying relentlessly, and asks the right questions. I’d gladly collaborate again.

    Ramachandra Kishore

    Staff Designer @ Nutanix

  • Haven’t known Kartik long, but his responsiveness, drive, and push for better outcomes stand out. Strong communicator, creative thinker, easy to work with. I’d happily collaborate again and recommend him without hesitation.

    Pradyot Rai

    Product Design Consultant

    Haven’t known Kartik long, but his responsiveness, drive, and push for better outcomes stand out. Strong communicator, creative thinker, easy to work with. I’d happily collaborate again and recommend him without hesitation.

    Pradyot Rai

    Product Design Consultant

  • It was pleasure to work with Karthik, he has been extremely proactive in communication and goes above & beyond than his deliverables.

    Abhijeet Ranjan

    Designer

    It was pleasure to work with Karthik, he has been extremely proactive in communication and goes above & beyond than his deliverables.

    Abhijeet Ranjan

    Designer

kartik.mahant2610@gmail.com

  • Learned by doing

  • Corrected by failures

Product Design · AI



Last updated — Feb 2026.

Iteration never stops.


© 2026. All rights reserved.

kartik.mahant2610@gmail.com

  • Learned by doing

  • Corrected by failures

Product Design · AI



Last updated — Feb 2026.

Iteration never stops.


© 2026. All rights reserved.

kartik.mahant2610@gmail.com

  • Learned by doing

  • Corrected by failures

Product Design · AI



Last updated — Feb 2026.

Iteration never stops.


© 2026. All rights reserved.