AI Native Media Company

We build character-driven stories without cameras.

Konrev INC. delivers short-form dramas and immersive AI companions generated end-to-end by our orchestration platform. We combine generative media pipelines, creator-in-the-loop tooling, and AI-native infrastructure to ship entertainment at machine scale.

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AI-native from the first frame

Every product we launch—Konrev AI Studio, Threel, and BagelChat—exists because of our generative AI pipeline. We orchestrate storyboarding, visual rendering, performance synthesis, and distribution with no traditional shoots, crews, or stages.

20x Scene variations per beat for creator selections
100% AI-driven media assets—images, motion, sound
Creator-in-the-loop Guided edits, persona controls, and frame-level approvals keep writers in charge while AI executes.
Micro-task orchestration Scenario DAGs break stories into shots, prompts, upscales, and composition steps across specialized accelerators.
Telemetry feedback Preference data from every release trains prompt policies and next-best model routes.

Platform Suite

Konrev AI Studio

Upload scripts and let Studio deconstruct them into beats, storyboard frames, and rendered sequences. Editors regenerate any shot with tag, persona, or emotion tweaks, keeping visual continuity intact.

Threel

Our short-form OTT serves AI-generated dramas to a global audience with elastic, multi-region delivery. Every drop features videos crafted by partner creators using Konrev AI Studio.

BagelChat

AI-first conversational companions with lifelike personalities crafted by creators using Konrev AI Studio.

Full-stack generative pipeline

Cloud-native orchestration

Kubernetes-native operator allocates a mix of GPU types tuned to each task's latency profile and performance requirements, leveraging back-pressure queues, priority lanes, and speculative parallelism.

Model strategy

Stage-specialized OSS diffusion, restoration, and upscaler models tuned per IP. Prompt profiles and preference models versioned for traceable quality.

Design principles

Deterministic orchestration. Each cut is reproducible with stored seeds and prompts.
Creator velocity. Batch variations stream back within seconds for in-context review.
Compliance ready. Secret Manager + per-stage containers ensure controlled releases.

Performance telemetry

Cloud Trace and Profiler instrument the full pipeline, delivering visibility on latency outliers and hot path GPU utilization.