For Broadcast · Streaming · Content Ops Pilots Open
From messy brief to catalogue-ready. Automatically.
Every week your team receives dozens of show briefs — some clean, some missing half the details, some buried in forwarded-email noise. Today a person reads each one, fills a metadata sheet, writes a marketing line, and assigns a rating. It's slow, inconsistent, and doesn't scale. This agent does that entire job — and knows when to ask a human.
Limited pilot slots — we reply within one business day.
Brief in
runtime 42?? · drama-ish
Record out
The whole product One messy brief → one clean record
What arrives
… runtime approx 42 min?? …
genre: family drama-ish
… "can you fill the rest?"
What comes out
What it does Six jobs, one pass
Reads and understands it
Drop in a brief — pasted text, a document, even a scanned PDF or image. Every relevant field is extracted into your master metadata schema, with a confidence level and the exact source snippet behind each value. It never invents cast, dates, or figures — if something isn't there, it says so.
Knows what's missing
Objectively checks the brief against your required-vs-nice-to-have field list and produces a ready-to-send request sheet you can email straight back to the production house.
Scores the data
Every submission gets a 0–100 data-richness score — at a glance you see what's catalogue-ready and what needs work.
Assigns a content rating
An age certification (U / U-A 7+ / 13+ / 16+ / A) with advisory flags and a written rationale — calibrated against your own past rating decisions, so it matches your network's bar, not a generic one.
Writes the marketing
An on-air hook, three tagline options, comparable titles, a recommended slot, and SEO keywords — for every brief.
Routes it to a human
Everything lands in a review screen where a person approves, edits, or sends it back. Nothing auto-publishes when the stakes are high.
Why it's different Self-healing, not just automated
Self-healing, not just automated
When fields are missing or a rating is uncertain, it doesn't guess; it flags gaps, drafts the follow-up, and escalates risky calls.
It learns from your decisions
A knowledge base of past briefs anchors every new rating to your own precedent.
Objective where it counts
Gap checks, scoring, and escalation are computed by rules, consistent and auditable.
Nothing fabricated
Every field carries its confidence and its evidence. Absent stays absent.
What you get One structured record per brief
For every brief: a single, structured record ready for your catalogue — clean metadata, a content rating with rationale, a marketing package, a data-richness score, a production-house follow-up sheet, and a full audit trail of what the agent did and what the human changed.
Under the hood For technical buyers
An eight-stage pipeline:
01 OCR & ingestion → 02 structured field extraction → 03 knowledge-base retrieval → 04 gap analysis → 05 data-richness scoring → 06 calibrated content rating → 07 marketing generation → 08 human review
Built on frontier AI for extraction, rating, and copy; a semantic knowledge base of prior briefs; and a rules engine for the objective logic.
Deterministic where correctness matters, generative where judgment helps, human-gated where risk is real.
Engineered in India · Built on Anthropic Claude · Human-gated by design
FAQ
What content-ops leads ask first.
Will it invent metadata when the brief is vague?
No — this is the core design principle. Every field carries confidence and source evidence. If it isn't in the brief, the field stays empty and lands on the follow-up sheet.
Can we trust the age ratings?
Every rating comes with a written rationale and advisory flags, calibrated on your archive of past decisions. Borderline calls always escalate to your team.
What formats can it read?
Pasted text, documents, scanned PDFs, and images.
Does it replace our content-ops team?
It replaces the repetitive 80% — extraction, checking, scoring, first-draft marketing. Your team keeps the judgment calls, with an audit trail of everything.
Intake without the bottleneck.
Send us ten of your messiest briefs. See what comes back.
Limited pilot slots — we reply within one business day.