automation.engineer

XWECAN / Business overview

2023–2024Recorded work

Partner

An agency turnaround.
Capacity for a
Vatican opportunity.

A global PR agency serving celebrities, politicians and startups. An efficiency engagement grew into a 50/50 partnership and an operating turnaround that created capacity for new opportunities, including a Vatican visit with client Concordium.

Explore the five systems

01 / Business context

An efficiency engagement.
A business responsibility.

XWECAN is a global PR agency working with celebrities, politicians, startups and other organizations.

The business needed operating stabilization, clearer priorities and better execution for existing clients. Journalist matching was one part of that wider assignment.

Alongside operating leadership, Noah worked on journalist research and outreach, team workspaces, documentation and moving existing work into a new system.

These studies cover separate projects and stages of the agency’s development. The detailed pages distinguish working systems, tests and build briefs.

02 / Inside the systems

Inside the agency.
Across the systems.

Choose a system to follow its inputs, decisions and handoffs.

Select a system, then select any step for the detail.

  • Client story and publication context
    Start with the subject seeking coverage and prepared publication-by-industry context.
  • Prospect audit inputs
    Collect website material, SEO research and trend inputs for the separate audit-report pipeline.
  • Story-specific research queries
    Search for published coverage of narrower subjects relevant to the story.
  • Bounded research extraction
    Use smaller models for source-specific work such as dissecting website HTML.
  • Articles, authors and publications
    Retain coverage context with the author and publication relationships.
  • Existing journalist contact context
    Bring prior contact information and past delivery results into the research.
  • Audit-report synthesis
    Use larger models to turn the separate research inputs into the final audit report.
  • Infer narrower coverage interests
    Use article content to identify the themes the journalist has actually covered.
  • Extract and cross-reference contacts
    Connect discovered author/contact data with existing journalist information.
  • Journalist research context
    Keep coverage interests, usable contact context and story fit connected.
  • Assess relevance, value and capacity
    Weigh story fit, potential client value and the outreach capacity available.
  • Adapt the prepared pitch
    Adjust story angle, subject and body to the researched coverage interests.
  • Select a suitable outreach route
    Use available contact information and channel capacity to route the opportunity.

Explore the individual workstreams developed at different stages of the business.

03 / System directory

Explore the five
system studies.

Go inside the workflow, key records, implementation decisions, human handoffs, historical tests and known boundaries.

Operations

Research & growth

Workspaces

04 / Contribution & scope

The role behind
the system work.

Noah initially joined to improve efficiency and subsequently became a 50/50 partner. He travelled to Prague, worked with the owner in person and took full operating control.

He refocused service delivery, made team and operating changes, personally set up new outreach systems and delegated bounded implementation and documentation work.

Noah reports improved delivery for existing and long-term clients.

The agency used improved work and press results in conversations with former clients. Specific reactivation wins and retention gains are not quantified.

The team secured CNN coverage for Fujitsu, XWECAN’s largest client, shortly after Noah set up new outreach systems. The July 2024 segment covers Fujitsu’s AI technology in gymnastics. It is a team result, with no claim that a particular system caused the placement.

These are historical accounts of operating leadership and system development. Commercial gains are not quantified, and the individual system studies identify which work was demonstrated, tested or specified for a later build.

View the Fujitsu CNN segment ↗

Beyond stabilization

Capacity for
bigger opportunities.

Getting the company back on track created the operating bandwidth to pursue an opportunity to introduce blockchain technology to the Vatican alongside Concordium, an XWECAN client.

The visit included access to private areas of the Vatican, including the Vatican Library, according to Noah’s firsthand account.

Vatican visit with XWECAN client Concordium
Vatican visit with XWECAN client Concordium.