Behind the Scenes of a High-Volume Podcast Production Operation
Managing multiple shows, coordinating production teams, and overseeing the process from editorial planning to publication.
CompanyMilk Road
My contributionProduction operations & editorial oversight
FocusShowrunning · Production Management · Editorial Operations
My weekly workload~10 episodes
Episodes I personally manage each week, working with the wider production team.
Multiple showsCrypto. Stocks & AI.
Different hosts, external guests, and recurring contributors.
Connected oversightPlanning to publication.
Editorial, technical, and operational decisions across the production process.
01 / The challenge
Producing one episode. Keeping several shows moving.
A recording is one moment in a much larger production cycle.
At Milk Road, I work across recurring podcast and video shows covering cryptocurrency, financial markets, and AI. Recordings, edits, and publication deadlines overlap.
My role combines hands-on production with editorial oversight and coordination. I help keep contributors prepared and production stages connected, so a change in one part of the process is understood by the people working on the next.
This is a collaborative operation. My weekly workload describes episodes I manage, not episodes I produce alone or the company’s total output.
02 / My responsibilities & the production system
The work between each handoff.
I coordinate schedules, prepare recordings, communicate with contributors, supervise post-production, and oversee content preparation. The priority is making sure each person has the context, assets, and decisions they need to move the episode forward.
Explore a stage to see what it depends on and what moves forward.
Editorial Planning
Depends on
The show’s focus, a relevant topic, and guest or contributor context.
My contribution
Develop editorial angles, research guests, and prepare the direction for the conversation.
Moves forward
A clear editorial direction for guest preparation and recording.
Guest Coordination
Depends on
The editorial plan, participant availability, and recording requirements.
My contribution
Coordinate outreach, scheduling, calendar arrangements, and communication with contributors.
Moves forward
Prepared participants and recording arrangements the production team can work from.
Recording
Depends on
Confirmed participants, editorial preparation, and technical readiness.
My contribution
Prepare and coordinate the session, supervise production, and troubleshoot issues.
Moves forward
Recording assets and relevant context for post-production. A timing change affects the edit window.
Post-Production
Depends on
Recording assets, an editor brief, and agreed production priorities.
My contribution
Coordinate the edit, organize assets, provide feedback, and review editorial and technical quality.
Moves forward
A reviewed episode and the information needed for packaging and final checks.
Packaging & Publication
Depends on
The reviewed edit, episode context, and required publishing assets.
My contribution
Oversee titles, thumbnails, descriptions, final checks, and publication preparation.
Moves forward
The published episode and a basis for reviewing what to carry into the next production.
Performance Review
Depends on
The published episode and relevant audience feedback or performance information.
My contribution
Evaluate the episode and apply useful insights to future editorial and production decisions.
Moves forward
Feedback into the next editorial plan. Audience-growth experiments are covered in Case Study 01.
↶ What I learn after publication informs the next editorial plan.
See how the stages connect
When a recording moves, the work around it moves too.
Select the example to trace the downstream decisions.
Illustrative dependency example, not an internal schedule or a claim about a specific incident.
03 / Editorial oversight
The editorial work continues after recording.
I contribute to editorial angles, identify the strongest parts of a conversation, and work with editors on structure and presentation. Sometimes the most useful decision is changing where the story begins.
Example / Tom Lee interview
Finding the story within the conversation
Tom Lee: The Next 5 Years of Crypto Will Be About EthereumWatch on YouTube ↗
The “Uncanny Valley of Wealth” discussion appeared later in the recording. I brought it to the opening to introduce the conversation’s central thesis earlier.
I also removed repetitive dialogue and refined distracting audio imperfections. The published edit is the deliverable shown here.
Original structureKey discussion later in the interview
Editorial decisionBring the strongest discussion forward
Published episodeLead with the central thesis
This example demonstrates an editorial decision; no retention or audience-performance result is claimed.
04 / People & deadlines
Clear instructions. Connected contributors.
A useful brief connects the editorial intention to the work an editor actually needs to do.
I coordinate hosts, guests, external editors, and other contributors across different production requirements. I organize assets, communicate priorities, review work, and give specific editorial and technical feedback.
When requirements change, I work through the effect on the next handoff and deadline. The aim is a predictable process with enough flexibility for creative work.
Example / Dr. Alexander Wissner-Gross
Managing an interview from preparation to publication
The Economic Singularity Will Make Today’s Economy Unrecognizable w/ Dr. Alexander Wissner-GrossWatch on YouTube ↗
For this episode, I managed guest coordination, recording preparation and production, external-editor supervision, editorial review, and episode packaging.
It is one example of the connected responsibilities I handle across recurring productions.
Guest preparation
Recording
Editor brief
Editorial review
Packaging
05 / Creative direction & commercial production
Creative Direction & Branded Content Production
Alongside podcast interviews and recurring editorial content, I oversee sponsored video productions. These projects bring commercial partners, internal teams, and specialized creative contributors into the production process.
I help translate campaign objectives into engaging video content, coordinating requirements and supervising creative execution through final delivery.
Sponsored Content Production & Creative Supervision
I coordinated with the sponsor and internal sales team to align the video with campaign requirements. I supervised motion design, coordinated licensed creative assets, handled audio production, and oversaw review and final delivery.
I guided the visual direction and worked with motion designers to develop the finished video. I coordinated production, reviewed creative work, and supervised quality and consistency through delivery.
Creative direction
Motion-design supervision
Creative contributor coordination
Production management
Quality review & delivery
06 / Production systems & workflow development
Make the next step clear. Make the information available.
I use production tracking, scheduling tools, standardized processes, and clear communication to manage recurring work. My focus is on clarifying responsibilities and how information moves between stages.
Information that travels with an episode Simplified workflow model
Editorial planningTopic & direction
Guest operationsPreparation & requirements
Recording calendarTiming & availability
Post-productionAssets, brief & feedback
PublishingApproved edit & packaging
Performance reviewNotes for future episodes
07 / Maintaining quality under deadlines
Quality belongs at every stage.
Episodes differ in preparation, graphics, sponsor requirements, and turnaround. My audio and video background helps me identify technical problems early, communicate practical feedback, and judge what each production needs.
01
Editorial quality
Clarity, pacing, structure, and storytelling.
02
Technical quality
Audio, video, graphics, and consistency.
03
Publishing quality
Titles, thumbnails, descriptions, assets, and final delivery.
08 / The outcome & key takeaway
Episodes delivered. An ongoing operation supported.
I manage the connections between the creative work and the process that gets it published.
My contribution spans approximately ten episodes each week: editorial decisions, production coordination, post-production supervision, and publication preparation within the wider team.
The published examples bring together four aspects of my work: recurring production operations, editorial judgment, end-to-end interview management, and creative supervision of branded content.
Showrunning · Editorial Oversight · Production Management · Team Coordination · Post-Production Supervision · Creative Direction · Branded Content · Workflow Optimization