2026 is our year to go from good to arena-level — smarter forecasts, more autonomy, and a creator experience that actually sings. Think less manual drudgery, more stage-time for creativity. We’ll crank the amps, tune the models, and make RoC forecasts so tight they get a standing ovation.

We’re doubling down on ML and probabilistic forecasting to make projected RoC materially more accurate and actionable. By blending creative-level signals, creative-style embeddings, audience overlap, and post-hoc performance feedback, teams will get finer-grained ROC predictions on the per-creator level and clear levers to improve outcomes before spend is committed.
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By the end of the year, we will launch an agentic model designed to automate routine, high-value tasks. This includes:

This model will act as a powerful and efficient assistant, accelerating operations and reducing manual handoffs. It is not a replacement for project managers or creative teams, but rather a tool to augment their capabilities.

Creators get a dedicated workspace that surfaces their creative style, performance benchmarks, audience insights, and monetization plays. Expect personalized playbooks, style-based matching to brand briefs, and dashboards that make it effortless to manage pipeline and measure impact.

By the end of 2026, our goal is to have faster planning cycles, highly reliable RoC forecasts, and a creator-brand collaboration that is seamless and effective. We are moving from manual processes to more impactful outcomes.