The problem

Producing a slide deck, infographic, or document from source material can take weeks. But publication does not finish the work. A new feature ships, a metric changes, or guidance is revised, and the assets built from that material begin to drift out of date.

Teams then have to find every affected asset, work out what changed, and update each version. As the number of teams and content formats grows, that maintenance burden grows with it. Useful material becomes unreliable because keeping it current takes more effort than the team can sustain.

A one-time deliverable

The asset is complete when it is published. Its relationship to the source can become difficult to track.

An ongoing content workflow

Assets remain connected to their source, so changes can be identified and incorporated after publication.

Keep the source and assets connected

2Prod is building this AI-assisted platform for a client’s content operations. Its generation engine produces slide decks, infographics, documents, videos, audio podcasts, and org charts from source material. Source tracking and drift detection connect that engine to ongoing maintenance, so affected assets can be refreshed when the underlying material changes.

Create from the source

Turn source material into presentations, infographics, documents, videos, audio podcasts, org charts, and other content the client needs.

Track changes over time

Monitor the source materials and folders associated with those assets, rather than relying on someone to remember every dependency.

Identify content drift

Recognize when an asset no longer reflects the latest feature, metric, or source content.

Refresh affected assets

Automatically update assets to incorporate the latest material, with review remaining part of the content workflow.

Early results

Platform performance reporting shows that selected content tasks that previously took weeks are now completed within hours. Teams can also generate additional asset types from the same material.

70%+ Estimated labor-cost reduction

Less manual work to produce content.

The estimate applies to manual content-production labor cost. Keeping source-linked assets current adds an ongoing maintenance benefit.

Early estimate for manual content-production labor cost. Rollout is being prepared.

Generation speed is the first visible gain. The broader value is a content library that can keep pace with its sources, without asking people to repeat the entire production process each time something changes.

A library the team can keep current

When a metric changes, the team needs to know which assets are affected, from a slide deck or org chart to a video or podcast. Source tracking lets the platform identify drift and carry the updated material into the affected assets.

This makes maintenance part of the content lifecycle. Teams can expand their library with a clearer way to keep it aligned, reducing the manual upkeep that otherwise leaves older assets behind.

Build confidence in the next update

The goal is to make content easier to trust and easier to maintain as platforms, information, and teams evolve.

Keep your content current as you grow.

2Prod designs AI workflows around the information your organization relies on. We connect generation, source tracking, and ongoing maintenance so your team can spend less time rebuilding assets and more time communicating clearly. Let’s make your content library easier to create, trust, and maintain.

Keep content current · contact-us@2prodtech.com