An idea worth watching.
A script that delivers it.

Roshan Kotla’s channel had a median of around 100 views per video before its breakout. We helped turn his experience in software and hiring into ‘The Indian IT Dream is Dead’, then developed two further essays about graduate jobs and the middle-class career promise.

By 7 September 2026, the three films had reached 791K, 93K and 91K views. Machine House developed the research, thesis, outlines, scripts and packaging. Roshan brought his experience, stories and delivery. Those are results of the finished films, with all those contributions involved.

Watch the three releases and read the full Roshan Kotla case.

You may have a subject and no clear angle, an expert with years of experience, or a draft that keeps losing its thread. Each needs a different starting point.

• A topic: we research the subject and develop a premise specific enough to sustain a video. We agree what the viewer should understand by the end before expanding the outline.
• Expert notes or a conversation: we find the examples and claims the speaker can stand behind, then build a sequence a new viewer can follow.
• An existing script: we review the opening, information order, evidence and ending. The brief can cover a focused rewrite or a new structure.

A sentence can read well and still be difficult to say. A statistic can be correct and still need a chart to make sense. We separate the spoken script from instructions for the host and editor so each person can find what they need.

• Premise and outline: the audience, central question, argument and order of the evidence.
• Source-linked draft: narration or host lines, examples and references supporting factual claims. Gaps that need the expert’s answer stay visible during review.
• Visual and production notes: suggested demonstrations, graphics, B-roll and screen text, with essential visual evidence identified.
• Review and handoff: revisions against the agreed direction and a script ready for the next production stage. We set the review rounds and approver when scoping the project.

For an inspectable example, follow our research-to-script guide into the editor brief and playable edit. It is a labelled teaching example with downloadable source material.

For Scaler, our work connected source research, a central argument, scripts, visual and production briefs, and packaging across 17 releases. The subjects included software careers and the AI industry.

On Rocket Health’s protein film, we developed the research, script, visual direction and briefs for the host, crew and editor, working with Studio 73 on production.

For a new subject, we agree who checks specialist claims. The expert reviews accuracy and their own position; we work on how the explanation unfolds for the viewer.

Commission the writing while your team handles the shoot and edit, or discuss a wider production engagement. Rishwajeet leads full-service work with his team at The Breakout Company, which he co-founded. The proposal identifies the team and business delivering the work.

Research depth, access to the expert, intended length, visual complexity and the review process determine the scope. For recurring work, we agree how topics are commissioned and when the host needs each script.

Bring a channel link, the subject you want to cover, a reference video and any existing notes. If there is a shoot date, include it so we can plan backwards from the recording.