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Our AI Agents

Inside the workflows we’re planning for Krelyvo.

Meet our own Social, Video, Ads and Growth agents. Explore the intended workflows connecting studio work with human review.

Planned internal systems

The four agents below are not live. This page presents our intended workflows and development roadmap.

Explore the Workflow

The connected workflow

From an idea
to an informed next step.

Explore a proposed café campaign workflow. Select a stage to see what it would receive, prepare and pass on for review.

Workflow illustrationIllustrative only · No live execution

Stage 01 / Idea

Start with a useful brief

Define the goal, audience, channel and constraints before asking a system to create anything.

Input
A new café menu launch
Proposed output
A brief covering the offer, audience, brand voice and channels
Human checkpoint
A person confirms the goal and supplies the source material.

Planned internal systems

Four agents.
Focused responsibilities.

Each system starts with a specific job inside the studio. Shared context and review points are intended to keep the work connected.

01Coming soon

Social Agent

Connect content planning and creative production in one repeatable social workflow.

  1. 1.Strategy
  2. 2.Ideas
  3. 3.Captions
  4. 4.Creative
  5. 5.Approval
  6. 6.Scheduling / publishing
Starts with
Business goals, brand references and a content brief
Intended output
A proposed content plan, caption drafts and creative concepts
Human review
Review every post and its final assets before scheduling.
02Coming soon

Video Agent

Turn a clear idea into a structured short-form video production process.

  1. 1.Idea
  2. 2.Script
  3. 3.Scenes
  4. 4.Generation
  5. 5.Captions
  6. 6.Approval
  7. 7.Publishing
Starts with
A topic, product or campaign idea with the intended format
Intended output
A script, scene plan and a proposed video production sequence
Human review
Review the script, generated scenes and final edit.
03Coming soon

Ads Agent

Bring research, audience thinking and campaign creative into a reviewable brief.

  1. 1.Research
  2. 2.Audience
  3. 3.Strategy
  4. 4.Copy
  5. 5.Creative
  6. 6.Recommendations
Starts with
An offer, audience context and approved campaign information
Intended output
Campaign angles, copy variants and creative recommendations
Human review
A person decides campaign setup, budget and launch.
04Coming soon

Growth Agent

Turn available business information into focused questions and practical next steps.

  1. 1.Business data
  2. 2.Analysis
  3. 3.Recommendations
  4. 4.Growth actions
Starts with
Relevant business metrics and a specific growth question
Intended output
A summary of patterns, opportunities and suggested experiments
Human review
A person checks the evidence and chooses which actions to take.

Our approach

Useful inside the business.
Tested through studio work.

Our goal is to build systems we can use ourselves, test them in studio work and share useful demonstrations as they become available.

  • Start small

    Focus on one repeatable task before connecting a larger workflow.

  • Make review part of the system

    Keep creative decisions, publishing and consequential actions under human control.

  • Keep costs visible

    Agree usage limits and review running costs as part of any future build.

  • Show real evidence

    Demonstrate progress through recordings, screenshots and actual outputs when available.

Development roadmap

Build. Validate. Then expand.

The sequence below is planned. Progress will be labeled Prototype, In development or Live only when those milestones are reached.

  1. 01 / Planned

    Define the workflow

    Choose one repeatable internal task and agree what a useful result looks like.

  2. 02 / Planned

    Build a prototype

    Test a small workflow with sample inputs and clear human checkpoints.

  3. 03 / Planned

    Validate internally

    Check output quality, reliability, effort and running costs in real studio work.

  4. 04 / Planned

    Share the evidence

    Publish demonstrations, screen recordings and real outputs as they become available.

  5. 05 / Planned

    Refine our systems

    Use internal feedback to improve reliability and extend the workflows that prove useful.

A clear picture

What to expect.

Are these agents live?

No. Social Agent, Video Agent, Ads Agent and Growth Agent are planned internal systems. The workflow on this page is an interactive illustration, not a working AI product.

Can I try an agent on this page?

You can explore the workflow stages to understand the intended process. This page does not run AI tasks, connect accounts or publish content. We plan to share demonstrations and real outputs as the systems are built.

Will the systems publish or spend money automatically?

The planned workflows include human review. Publishing would require approved content and authorized account connections. Advertising recommendations do not authorize campaign launches or spending.

How will you demonstrate progress?

We will share recordings, screenshots and real outputs when available. These illustrations explain the intended process; they are not demonstrations of completed agents.

What happens to business data?

Any future system would need an agreed data scope, access permissions and a review of the services processing that information. This illustration does not request or process your business data.

Have a workflow
worth improving?

For a workflow built around your business, explore our separate AI Agents & Automation service, including project scopes, deliverables and the development process.

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