Sec 01 · OverviewManaged AI Agent Operations · Media & Entertainment
Your media and entertainment AI agents,
run like production systems.
Nestack Agent Care operates the AI agents behind your audience, production, rights and money, and trust work. We watch every run, from recommendations and live clipping to rights lookups and dubbing, so an out-of-window title or an unlicensed voice clone is caught before it becomes a legal or brand-safety problem.
- Failure modes catalogued
- 247
- Agent playbooks
- 22
- Enterprise critical SLA
- 30 min
- Continuous agent operations
- 24/7
PlaybooksSection 02
Pick your agent
Choose from 22 media and entertainment agent playbooks to see what each agent does, where it can fail, and how we keep it reliable, compliant, secure, and production-ready.
Order rows, shelves and home screens for a viewer from titles actually available in that market, with age-suitability applied, a viewer-facing reason attached and a named editor releasing the shelf.
Open Content-recommendation agents7 failure modes
Find the agreements and amendments that bear on a rights question, extract the terms as written and line them up against the request — with the answer left to a clearances manager or counsel.
Open Rights & licensing lookup assistants7 failure modes
Board the shoot against cast holds, location and permit windows, daylight and company moves — with child-performer hours, crew turnaround and rest checked as limits, and the first AD locking the day.
Open Production-schedule copilots7 failure modes
Answer playback, account and device questions for a viewer, draft the community reply and log an accessibility complaint against its clock — with cancellations routed, not handled, and a named manager publishing.
Open Audience-support & community agents7 failure modes
Assemble trailers, cutdowns, key art and synopses from the cut and stills a person cleared — with spoilers and embargoes held, no generated likeness or voice, and a named marketing lead releasing the asset.
Open Marketing-content generation agents7 failure modes
Propose goal, incident and session clips from the live feed — each carrying the decision it turns on, its captions and the window it may run in, and a named producer publishes.
Open Highlight-clipping & live-editing agents7 failure modes
Draft subtitles, SDH and dub scripts from the locked cut — timed, style-checked and consistent across a series — with no voice generated or cloned, and a native-language reviewer signing the language off.
Open Localization & dubbing agents7 failure modes
Watch, listen to and read material already in the library, propose timecoded metadata and a search index — with face and voice matches left as candidates, restrictions surfaced, and an archivist accepting the record.
Open Metadata-tagging & archive-search assistants7 failure modes
Measure a finished master against its delivery spec, check the access, classification and scheduling requirements, and hold anything that fails — a named compliance officer reads the result and signs the transmission release.
Open Broadcast-QC & compliance agents7 failure modes
Triage reported posts, clips, comments and streams against your published policy, assemble the context a reviewer needs and draft the statement of reasons — enforcement against a person stays with your trust-and-safety team.
Open Content-moderation & trust-safety agents7 failure modes
Score accounts for cancellation risk, assemble the evidence behind each score and propose a pre-approved offer — with pricing held by a named subscription owner and the cancel path left alone.
Open Churn-prediction & retention-offer agents7 failure modes
Read submitted material and return the working documents a development executive reads from — synopsis, beat breakdown, character and location counts, comps and a consistency pass — the judgement stays with the executive.
Open Script-coverage & development assistants7 failure modes
Keep the register of digital replicas on a title, match each proposed use against the scope of the consent that was signed, and hold it there until a business-affairs executive approves.
Open Digital-replica & performer-consent agents7 failure modes
Assemble the cost report and the substantiation an independent auditor will test, track the qualification and evidence clocks against a jurisdiction's rules, and hold the file until a named CPA signs.
Open Production-incentive & tax-credit agents7 failure modes
Assemble the residual calculation and re-perform the statement against the agreement it is owed under, track the assumption chain and the clocks that run, and hold both for the officer who signs.
Open Residuals & participations agents7 failure modes
Detect infringing copies and live streams, evidence each match against the rights record, the mandate and the territory it rests on, and hold the assembled notice for the named person who signs it.
Open Anti-piracy & takedown agents7 failure modes
Build the cue sheet from the locked cut and the music documentation, resolve every work, writer and share by identifier, and hold the sheet for the music supervisor who certifies it before filing.
Open Music cue-sheet & PRO-submission agents7 failure modes
Assemble the provenance manifest and the disclosure evidence behind an asset, classify it against the marking and disclosure tests the market applies, and hold the label for the compliance lead who publishes it.
Open Content-provenance & AI-disclosure agents7 failure modes
Name the instruments a title's structure requires and the ones that do not exist, run the statutory registration, recordation and termination clocks against each, and hold the defect list for counsel.
Open E&O clearance & recordation agents7 failure modes
Keep the conformance evidence behind a whole catalogue — captions, audio description and signing, measured per platform — and assemble the certification a named officer of the programmer signs.
Open Accessibility conformance & certification agents7 failure modes
Assemble the permit, trust and supervision file behind each minor on the production, run the statutory clocks attaching to it, and name what is still missing before anyone is called to set.
Open Minor-performer compliance agents7 failure modes
Maintain the identifiers and ownership data royalty payments depend on, reconcile inbound statements against registrations, and assemble the evidence behind a claim or a report of usage a named person signs.
Open Music royalty-administration agents7 failure modes
Regulatory map
The rules your media and entertainment agents answer to
Every failure mode in the Media & Entertainment playbook is mapped to the rule it could breach. These are the 16 regulatory areas we watch, each with its citation.
- 01Digital replicas, voice clones & publicity rightsTenn. Code Ann. §47-25-1105(a)(2)–(3) · Cal. Lab. Code §927 · Cal. Civ. Code §3344.19 failure modes
- 02Copyright & licence scope17 U.S.C. §106(4) · §204(a) · §115(a)(1)(A)9 failure modes
- 03Notice-and-takedown & automated enforcement17 U.S.C. §512(c)(3)(A)(vi) · §512(f) · §512(g)(2)9 failure modes
- 04Defamation, fabrication & editorial accuracyOfcom Broadcasting Code Rule 2.2 · Editors’ Code Clause 1(ii) · Mata v. Avianca9 failure modes
- 05Minors & audience protectionAVMSD Art 6a(1) · 16 CFR part 312 · 18 U.S.C. §2258A(a)(1)6 failure modes
- 06AI voices in calls & generated testimonialsFCC 24-17 · 16 CFR part 465 · 15 U.S.C. §45(a)(1)6 failure modes
Sec 03 · Procedures
Onboard → Observe → Respond → Improve → Verify
We instrument your agents, watch them around the clock, turn incidents into fixes, verify that improvements hold, and deliver a monthly audit-ready scorecard your board or regulator can read.
When an agent misbehaves, nobody improvises — the crew flies the procedure.
Agent incident response
Applies: SEV-1 / SEV-2 / SEV-3
DetectEP-1
An alert, failed evaluation, guardrail event or human reviewer identifies a risky session. The case is acknowledged according to the applicable response target.
ContainEP-2Memory item
For a SEV-1 incident, pause the affected workflow, restrict the risky tool or move the agent into an agreed safe mode before full diagnosis. Containment authority is established during onboarding.
DiagnoseEP-3
Correlate the goal, retrieval, plan, workflow, task, tool, LLM, evaluation and guardrail records; identify the affected slice, classify the failure mode, and locate the earliest critical decision that caused the issue.
RemediateEP-4
Apply the relevant runbook and correct the affected prompt, workflow, tool configuration, data source or guardrail. Link the change to the originating evidence and verify the affected slice through targeted output, step or trajectory evaluations before restoring autonomy.
NotifyEP-5
Notify the client according to the agreed communication target. SEV-1 updates include affected agents, impacted sessions, containment status, probable source and next action.
LearnEP-6
Complete the post-incident review within five business days. Close the incident only after the failure mode, corrective action and verification evidence are recorded, and the relevant evaluation case, guardrail or runbook has been updated.
Nestack Agent Care contains the immediate risk, identifies the failed operational layer, verifies the corrective action, and converts the incident into reusable evidence for future monitoring and evaluation.
AI Agent Care pricing, made simple
Per agent. Per month. Pay only for the AI agents actively running in production.
Agent Care
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