Question 1

What is a content factory in simple terms?

Accepted Answer

It's a configured system: neural networks and scenarios in OPSAI Studio prepare posts, adapt them to channels and publish them on schedule. You set the strategy, tone and rules — without daily manual work in social media.

Question 2

How is it different from an agency or freelancers?

Accepted Answer

Not one-off tasks, but a repeatable process: the same quality checks, a clear action log, many channels and a stable publishing schedule.

Question 3

How many posts and which channels?

Accepted Answer

The channel configuration is chosen for your business. In typical rollouts the system is designed for high volume (on average around 5,000+ posts per month at full configuration). Supported: Instagram*, VK, Telegram, Zen, Threads*, YouTube Shorts, Pinterest, Odnoklassniki, Facebook*, TikTok and more. * — where available under the platform's policy and your stack.

Question 4

Can it be customized for a niche?

Accepted Answer

Yes: during AI onboarding and strategy we lock the USP, tone, sections, frequency and brand constraints. The agents learn on this basis.

Question 5

Won't the content be 'all the same'?

Accepted Answer

We use prompt variability, sections, A/B drafts and moderation. When needed, mandatory manual approvals are enabled for sensitive topics.

Question 6

Who 'writes' the texts?

Accepted Answer

Neural networks generate the texts from your topics and rules. Proofreading and mandatory approvals can stay automatic or involve people where needed.

Question 7

How are topics and keywords set?

Accepted Answer

Through the content strategy: semantics, calendar, SEO/social priorities and links to product offers. Topics can come from CRM, a catalog or manual lists — depending on integrations.

Question 8

How is the price formed?

Accepted Answer

It depends on the number of channels, the depth of automation, security and data-residency requirements, the amount of QC and scenarios. After a short discovery we provide an estimate and architecture.

Question 9

Does the client need technical skills?

Accepted Answer

For daily operation — minimal: approving queues, reviewing reports, occasional edits. Deployment and pipeline setup are done by our team or together with your IT.

Question 10

How long does onboarding take?

Accepted Answer

On average from 5 business days to the first regular loop — depending on access, channels and the deployment model.

Question 11

How is access security handled?

Accepted Answer

We use official APIs and enterprise-platform patterns: secrets aren't sent in the clear, roles and least privilege, audit of critical actions. Access can be revoked or rotated at any time.

Question 12

Is there an SLA and monitoring?

Accepted Answer

For enterprise setups we define SLOs for publishing, scenario checks, alerts (API limits, token expiry, node errors) and reporting. Specific SLAs are agreed in the contract.

Question 13

Where are secrets stored and how are roles set up?

Accepted Answer

Passwords and tokens live in the platform's secure storage (or on your side — depending on the deployment model). Who sees scenarios and accounts is configured via roles and projects.

Question 14

Is a setup on your own infrastructure available?

Accepted Answer

Yes, as part of the architecture discussion: requirements for encryption keys, queues and monitoring are agreed in advance.

Question 15

Do we have to choose a specific third-party scenario orchestrator?

Accepted Answer

No. OPSAI Studio is a ready-made loop: from topics to publishing. External tools are not a requirement for working with us.

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