Question 1

Is the quality good enough to publish under my brand?

Accepted Answer

Every production passes through multiple quality gates before it reaches your audience — and you control how strict those gates are.  At the production level, every step in the pipeline generates a quality score. If any step falls below your configured threshold, the production is flagged and held for review. A rapid quality check runs regression detection across your recent output to catch gradual degradation before it becomes visible to your audience.  At the compliance level, six independent gates evaluate content against platform policies, advertising regulations, copyright rules, attribution requirements, accessibility standards, and brand guidelines. Content that fails any gate does not publish.  You can run in Controlled mode — where you review and approve everything before it goes live — or in Autonomous mode, where the gates do their job. You choose the level of trust, per account, and you can change it at any time.  The pipeline is more rigorous than most human production workflows. It never skips a quality check because it is Friday afternoon.

Question 2

Do I have control over what gets published, or does the system just post whatever it wants?

Accepted Answer

Complete control. At every level.  Each account runs in one of two execution modes. In Autonomous mode, content that passes all quality and compliance gates publishes automatically. In Controlled mode, every production is held in a review queue until you explicitly approve it. You can switch modes at any time, per account.  Beyond execution mode, you configure content policies that define what the pipeline is allowed to produce — topic boundaries, tone constraints, platform rules, scheduling windows, budget limits. The system operates within those boundaries. It does not improvise outside your policy.  Think of it as setting the rules of the game, then letting the pipeline play within those rules. You are the strategist. The pipeline is the production team.

Question 3

How does the platform handle copyright, licensing, and regulatory compliance?

Accepted Answer

Every production generates a full attribution package — a structured record of every AI model used, every asset source, every licence applied, and every rights declaration required by the target distribution platform.  For music, the platform allocates ISRC codes and generates DDEX-compliant rights metadata for every track. For visual content, attribution traces cover the full provenance chain from prompt to final composite. For written content, SEO metadata and Open Graph tags are generated per platform specification.  Six compliance gates run on every production: platform policy compliance, advertising regulation compliance, copyright and attribution verification, accessibility standard compliance, brand guideline adherence, and content safety filtering. A production cannot publish until all applicable gates pass.  The platform does not eliminate your compliance obligations. It enforces them systematically at a level of consistency that no manual review process can match.

Question 4

What does it cost, and how does pricing work?

Accepted Answer

JARAI offers five ways in, from free to unlimited — pick the one that matches your confidence level.  Explorer is free. One account, one avatar, £5 AI budget per month. No payment method required. Sign up, configure a content niche, and watch the pipeline produce your first piece of content.  Pay As You Go removes the monthly fee entirely. Buy AI budget when you need it — top-up packs start at £50. Your productions draw from your balance.  Starter at £299 per month gives you up to 5 content accounts and 30 productions per month. Growth at £799 per month scales to 20 accounts and 100 productions. Scale at £1,999 per month removes the caps entirely.  The cost comparison that matters: a single freelance video editor costs more per month than the Scale plan — and they produce a fraction of the output.

Question 5

Is there a free trial or a way to see it working before I pay?

Accepted Answer

Two ways to try before you commit.  Explorer is permanently free — sign up without a payment method, get £5 AI budget per month, and watch the pipeline produce content to your specification. It is not a time-limited trial. It is a free tier you can use indefinitely.  Every paid plan starts with a 14-day free trial. Full pipeline access, no restrictions, no watermarks. Content produced during your trial is yours — published to your accounts, earning engagement from day one.  If the pipeline does not earn its place in your operation, you walk away with free content and nothing owed.

Question 6

I already have YouTube channels, podcast feeds, and social accounts. Does JARAI take those over?

Accepted Answer

JARAI connects to your existing platform accounts via their official APIs — YouTube, TikTok, Instagram, Spotify, Apple Podcasts, and others. It publishes new content alongside whatever you already have. It does not modify, delete, or interfere with your existing content.  You grant publishing access during the onboarding wizard. You can revoke that access at any time from your platform settings. JARAI is a publishing tool, not an account manager — it adds content to your channels, it does not own them.  Your existing audience, subscriber base, and content library remain exactly as they are. JARAI simply adds a production engine behind your accounts that keeps them fed with fresh content.

Name	Type	Purpose	Duration	Classification
Microsoft Entra External ID session cookies (`x-ms-cpim-*`, `esctx`, `buid`, others set by Microsoft)	Cookie (third-party, scoped to `login.microsoftonline.com`)	Maintain the OAuth sign-in state correlation. Set by Microsoft Entra External ID when you click "Sign in" and complete the authentication redirect.	Session and persistent cookies set by Microsoft (durations controlled by Microsoft)	Strictly Necessary
MSAL session cache (multiple keys, prefix `msal.*` and per-application identifier)	sessionStorage	Holds the active access token, account record, and request state during the OAuth redirect. Used by the Microsoft Authentication Library (MSAL) on the Studio Console.	Until you close the browser tab	Strictly Necessary
`jarai_identity_type`	localStorage	Records which sign-in path you used (`entra` / `externalId` / `google`) so we can rehydrate the right authentication provider after a page reload.	Persistent (until you sign out or clear site data)	Strictly Necessary
`jarai_cached_roles`	localStorage	Caches the role array assigned to your account so the UI can hide / show role-restricted features without a network round-trip on reload. Cleared on sign-out.	Persistent (until you sign out or clear site data)	Strictly Necessary
`jarai_google_token`, `jarai_google_token_expires_at`, `jarai_google_user`	localStorage	Stores your Google OAuth access token, its expiry timestamp, and your Google profile (`sub`, `email`, `name`). Set only when you choose "Continue with Google" sign-in; not present otherwise. Cleared on sign-out.	Persistent until expiry or sign-out	Strictly Necessary (Google sign-in path only)
`jarai_install_dismissed`	sessionStorage	Records that you've dismissed the "Install JARAI as an app" PWA install banner during this browser session so we don't keep prompting.	Until you close the browser tab	Functional
`JARAI_QUERY_CACHE_v2`	localStorage	Offline cache for the Studio Console's React Query data layer. Lets the application show stale-but-recent data when your network drops out, with an "offline" indicator. Capped to 24h and tied to the build version so it auto-invalidates on each deploy.	24 hours	Strictly Necessary (offline support)

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