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Turning migration signals into a useful path forward

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Northstar Systems2026Draft narrative7 min read

Turning migration signals into a useful path forward

I connected an observable customer behavior to a small, reusable intervention the team could test without disrupting the core journey.

Synthetic editorial fixture. No customer or production data is shown.

Role
Design lead
Team
Growth · Platform · Content
Timeline
Two-week prototype
Scope
Three eligible surfaces

The audience was active, but the migration path was easy to miss

Show me the next useful step without taking over the page.

Research participant, Synthetic fixture

Meet the cohort in context without competing with the page

Reuse the existing targeting layer

Known inputs

The audience query and eligible surfaces already existed.

Design rationale

A small prompt could connect an existing visit to the right guidance.

My contributionI shaped the intervention and aligned the page-level trade-offs.

Key insight

The cohort skipped migration guidance but kept exploring the rest of the site

What we learned

Why it mattered

Friction

  1. Existing visits
  2. Audience match
  3. Relevant prompt
  4. Migration guidance
  1. Map existing visits

    Identify the pages the cohort already used.

  2. Confirm eligibility

    Narrow the list to surfaces that support targeting.

  3. Align owners

    Agree on placement, timing, and disruption limits.

Acquisition system · conceptual reconstruction

One prospect signal, carried through the system

The launch experience connected a public CTA to capture, operational handoff, scheduling, and a human conversation.

Framer website boundary
  1. 01

    Prospect intent

    Website CTA

    A prospect chooses to begin from an Arca page.

    In Framer
  2. 02

    Capture

    Typeform

    Contact and qualification details are collected.

  3. 03

    Operational handoff

    Lead ingestion

    The submitted lead moves into downstream operations.

  4. 04

    Routing

    Cal.com

    Scheduling and advisor routing return inside the site.

    In Framer
  5. 05

    Human outcome

    Advisor conversation

    The digital journey resolves into a matched conversation.

Design one adaptable system instead of several isolated screens

Prompt within the page

Wireframe of an app screen with a sidebar, three cards and a chart
A development-only capture brief keeps missing media explicit.

Wireframe of a research board of grouped notes
Fixture clip for crop, playback, and responsive framing QA.

Embedded walkthrough

Wireframe of a flow between four steps
Synthetic fixture showing the safe YouTube source option.
Design leadSystem and alignment
Platform

Targeting capability

Page owners

Context and constraints

Content

Message quality

The team left with a testable system and explicit evidence boundaries

1 system

adaptable across three surfaces

Measurement plan ·

  • 2 weeks

    from brief to implementation-ready prototype

    Shipped ·

Synthetic fixture outcomes demonstrate the editor without claiming production performance.

I led
  • Experience strategy
  • Cross-team alignment
I made
  • Reusable interaction pattern
Partners
  • Platform team — Targeting infrastructure

Implemented

  • Reusable interaction pattern

Influenced

  • Cross-team review rhythm

Partnered

Platform team
Targeting infrastructure

Before

Wireframe of an app screen with a sidebar, three cards and a chart

After

Wireframe of a research board of grouped notes
Two images · side by side.

Before

Wireframe of a flow between four steps
Before: the original interface state.

After

Wireframe of an app screen with a sidebar, three cards and a chart
After: the revised interface state.
Two images · stacked.

Before

Wireframe of a research board of grouped notes

After

Wireframe of a flow between four steps

Final

Wireframe of an app screen with a sidebar, three cards and a chart
Three images · side by side.

Before

Wireframe of a research board of grouped notes
Before: the original interface state.

After

Wireframe of a flow between four steps
After: the revised interface state.

Final

Wireframe of an app screen with a sidebar, three cards and a chart
Third: the final interface state.
Three images · stacked.
  • Wireframe of a research board of grouped notes
  • Wireframe of a flow between four steps
  • Wireframe of an app screen with a sidebar, three cards and a chart
Three images · grid.
SignalBeforeAfter
Prompt seenRarelyEvery visit
Next stepUnclearOne click
A synthetic table.
{
  "surface": "product-page"
}
A synthetic code block.

More we can talk about

A few adjacent decisions are better unpacked in conversation than compressed into this case study.

The operating model

How a fictional team could define ownership and review rituals around this system.

Evidence boundaries

How to separate observed signals, assumptions and a future measurement plan.

Cross-team alignment

A walkthrough of the synthetic facilitation approach used in this fixture.

Continue the conversation

Define measurement language before launch

The next iteration would align event definitions and reporting windows before the implementation begins.

Made with

  • Synthetic cross-functional teamFixture collaborator