A channel with a direction.
And a team behind it.
Machine House helps creators and brands grow on YouTube through channel strategy, scripting, production, packaging and a weekly performance review. Rishwajeet leads the strategy, with the Breakout team bringing the full operation together.
Run the channel
from idea to release.
- Channel diagnosis
We read the videos alongside their data: topic, format, hook, title and thumbnail, click-through rate, retention, subscriber response and comments. Comparing similar releases helps identify what needs to change in the next idea, script or package.
- Topics & scripts
A slate of ideas with a clear audience promise, followed by research, hooks, scripts and editorial reviews. Prediction models help assess the options where your channel’s data supports them.
- Production & publishing
Recording plans, editing, titles, thumbnails and release schedules. For a full-service engagement, our Breakout team takes these stages through to publication with clear ownership at each handoff.
- Packaging tests
We develop title and thumbnail directions, test the selected options, and read the result in context. A past three-way title test returned 39.2%, 32.1% and 28.8% watch-time share; the winning wording informed the next packaging decision.
- Performance review
A weekly numbers note connects the results to an editorial decision: which topics to revisit, where viewers lost interest, and what to change in the next script or package.
A weekly review
of the work and results.
We review the existing channel, propose the next slate and agree a release schedule with your team. Weekly reviews cover upcoming scripts, packaging choices and what the published videos tell us.
Most ongoing engagements run in quarterly cycles, with weekly strategy, script or episode reviews, and a performance note. We use the quarter’s results to decide what to continue, change or stop.
Rishwajeet stays involved in the strategy and reviews. You can work with him through Machine House on strategy and systems, or bring in his Breakout team for the full channel. We agree the team, deliverables and responsibilities in a written proposal.
For new channels
and the next phase of growth.
- A new channel: establish the audience, formats and first slate before committing to a publishing schedule.
- An existing channel that has stalled: diagnose the constraint and test a clearer direction.
- A creator with a growing operation: bring strategy, writing, production and measurement into one weekly rhythm.
- A brand building an audience: make videos people have a reason to watch and a reason to return to.
We keep a limited roster of active engagements so there is time to understand the channel, review the work and follow through on the decisions.
The channels
we have worked on.
Masoom’s long-form show catalogue: 328K to 665K watch hours across the same January–September period. The view totals are reported separately in the case, with a note on the counting change. An ongoing editorial operation connects guest analysis, research, packaging and review.
Roshan Kotla: a breakthrough essay at 791K views, followed by two at 93K and 91K. The audience response helped identify the next subjects.
Earlier engagements include Indian Silicon Valley’s weekly views growing from 30K to 150K and The KariGhars’ 478% first-month watch-time increase.
Masoom: 1 January–3 September, 2025 vs 2026. Roshan: public views on 7 September 2026. Earlier outcomes retain their original reporting periods.
Look closer at the work.
We review your videos, audience, titles, thumbnails and production process. You get a written diagnosis, changes to specific videos and a proposed slate to discuss with Rishwajeet.
Explore ↗Titles & thumbnail strategyYouTube packaging connects an idea to the person who might watch it. We develop titles and thumbnail directions around the audience, the story and the promise the video can actually deliver.
Explore ↗The KariGharsRishwajeet worked on the YouTube channel’s scripts, packaging and production. His June 2026 work record reports a 478% increase in watch time in the first month.
Explore ↗Indian Silicon ValleyRishwajeet managed agencies across short-form, long-form and production for Indian Silicon Valley, a content-led angel syndicate. The engagement ran from 2024 to 2026.
Explore ↗Questions about
working together.
How much does YouTube channel management cost?
Scope depends on the channel and which production stages we own. Most ongoing engagements run on quarterly retainers. After a 30-minute intro call, we prepare a written proposal with the team, deliverables and investment.
Can I hire you just for YouTube strategy?
Yes. You can work directly with Rishwajeet on channel diagnosis, topics, formats, packaging and editorial reviews while your existing team handles production. See the content strategy service for the scope.
Who will actually run my channel?
Rishwajeet leads strategy and joins the weekly reviews. For full-service engagements, his team at The Breakout Company covers scripting, production, editing, packaging and publishing. We agree responsibilities when we scope the work.
Do you work with brand-new channels?
Yes. We help define the audience, positioning, formats and first content slate, then build a production rhythm. Previous launch work includes Freedom With AI’s growth from zero to 100K subscribers across two channels.
Tell us what you’re trying to build.
Tell us about the channel or idea, the team you have and where you need help. We’ll discuss the scope on a 30-minute call.
Book a 30-minute call rishwajeet@machinehouse.media