Generation quality
Use
auto for first passes, then lock in the model that worked for that creative style.Brand pack efficiency
Keep a hero master at the highest resolution you need, then resize down — never upscale.
Project organization
Separate Studio exploration projects from finals so finished assets stay searchable.
Credit management
Start with short video durations to validate motion before paying for long clips.
How do I get the best results with the least credit spend?
Start with model: auto, then lock a winner
Start with model: auto, then lock a winner
Pass
model: "auto" on first image passes. The router picks the best available model for your prompt. Once you find a variant you like, note the model ID from get_generation_history and use it explicitly for subsequent runs. This avoids re-exploring the model space on every generation.Validate video motion with short durations first
Validate video motion with short durations first
Video credits scale with duration. Test your motion concept at the shortest available duration (typically 3–5 seconds) before committing to a longer clip. Only extend once the camera move and lighting read correctly.
Use score_creative before boosting paid spend
Use score_creative before boosting paid spend
Run
score_creative on a new ad variant before increasing paid distribution. The predictive score surfaces likely performers so you allocate budget to variants most likely to convert, not just the ones that look good internally.How do I keep brand assets organized?
Keep a hero brand pack master at max resolution
Keep a hero brand pack master at max resolution
Maintain a single master creative at the highest resolution your placements require — typically 4K or 2K. Use Brand Pack to resize down into smaller formats. Re-exporting from a low-resolution source degrades output quality.
Separate exploration from finals projects
Separate exploration from finals projects
Create two projects per campaign: one for experiments and AI drafts, one for approved finals. This keeps your asset library clean and makes it easy to hand off finished files without sifting through rejected variants.
Pick the right video surface early
Pick the right video surface early
ElarisLabs offers several video surfaces — URL to Video, Campaign video, Studio video nodes, and hyperlapse. Pick the right one early to avoid rework.
How do I keep agentic workflows safe and cost-controlled?
Give MCP keys per-client spend limits
Give MCP keys per-client spend limits
Create a separate brand-bound API key for each MCP client — one for Claude Desktop, one for Cursor, one for CI pipelines. Set a spend cap on each. If an experiment runs away, only that key’s budget is at risk; the others are unaffected.
Use discovery tools before generation tools
Use discovery tools before generation tools
Free tools like
list_models, list_brands, and get_credits let you confirm connectivity and current balances before spending credits. Start every agentic session with a discovery call.