Workflows

Build AI stacks around repeatable work.

Workflow-first playbooks for founders, small teams, and AI builders. Each workflow connects inputs, tools, steps, outputs, cost, and review checkpoints.

AI buildersB2B foundersCreatorsEducation teamsFoundersOperatorsProduct engineersProduct managersSmall marketing teamsSmall teamsSolo foundersStory studiosTechnical foundersTechnical product owners

Workflow

AI coding stack for solo founders

Move from product idea to scoped implementation, review, and deployment without turning the project into an unmanaged experiment.

Solo foundersAI buildersTechnical product owners
Difficulty
Intermediate
Cost
Low to medium, depending on coding assistant plan and usage.
Time saved
30-60% on scoped implementation tasks.
View workflow

Workflow

TTS story production workflow

Turn scripts into consistent narrated audio with voice selection, revision checkpoints, and rights-aware production habits.

CreatorsEducation teamsStory studios
Difficulty
Beginner
Cost
Low to medium, driven by generated audio volume.
Time saved
50%+ compared with manual recording for draft narration.
View workflow

Workflow

Research assistant workflow

Turn open web research into source-backed notes, comparison tables, and a decision-ready recommendation.

FoundersProduct managersAI builders
Difficulty
Beginner
Cost
Free to low for manual research; medium if using APIs at volume.
Time saved
40-70% on first-pass research.
View workflow

Workflow

AI-assisted lead enrichment workflow

Combine search, enrichment prompts, and automation glue to turn raw leads into reviewed outreach-ready records.

Small teamsB2B foundersOperators
Difficulty
Intermediate
Cost
Low for small lists; medium when task volume grows.
Time saved
Several hours per qualified lead batch.
View workflow

Workflow

Image and video campaign concept workflow

Move from campaign angle to image directions, short video concepts, and reviewed creative assets for testing.

CreatorsSmall marketing teamsSolo founders
Difficulty
Intermediate
Cost
Low to medium, depending on generation volume.
Time saved
Fast first-pass concepts before hiring or briefing production support.
View workflow

Workflow

Model API product prototype workflow

Select and test model APIs for a product feature before committing to architecture, pricing, or vendor lock-in.

AI buildersTechnical foundersProduct engineers
Difficulty
Advanced
Cost
Low during prototype; variable once real traffic starts.
Time saved
Reduces rework by validating model fit before integration hardens.
View workflow