Prompt size at turn 12
113× smallerCrystal footprint vs raw-accumulating at the final turn. Crystal: 505 tokens. Raw accumulating: 56,866 tokens — 113× larger and growing every call.
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Three arms, same underlying model, same question set — no context, raw-accumulating, hosted crystal. At turn 12 the crystal sent 505 tokens; the raw arm sent 56,866 — 113× more, compounding every call.
Crystal footprint vs raw-accumulating at the final turn. Crystal: 505 tokens. Raw accumulating: 56,866 tokens — 113× larger and growing every call.
A formatting rule planted at turn 1 was checked deterministically every subsequent turn. No-context retained it through all checkable turns. Raw-accumulating broke it 1 time (1 / 2 held). Crystal: 1 / 1 checkable turns held.
All three arms produced substantive answers through turn 12 with no meaningful quality decline. The separating factors are prompt size and instruction retention, not raw answer quality.
How this was run. 12 turns, Film Studios vertical, The same model held constant across all three arms. Raw-accumulating arm: source corpus injected at turn 1, then full conversation history re-sent on every subsequent turn — the window grows every call.
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Free for 7 days. No card required. 30,000 credits and the full Film Studios library. Sign in with Google or Apple using your work email.
$3,000/mo · about $100 a day
4,000,000 credits/mo. Up to 14M raw-token-equivalent shared film-industry reference coverage. Choose it when your trial ends; nothing is charged until you do.
Raw RAG can inflate every prompt with retrieved text. The crystal keeps shared operating judgment compact and reusable, so teams buy a monthly memory layer instead of repeatedly paying for larger, noisier context windows.
Each plan includes protected access to prepared industry memory across the recurring work areas below. Your team sees the benefit in chat while the library's source construction remains private.
A shared development reference layer for maintaining project language, story-world assumptions, and cross-draft continuity.
A production knowledge layer for common department language, handoff expectations, and planning context.
A rights-aware reference layer for clearance concepts, release metadata, and archive discovery without exposing proprietary catalogs.
Free for 7 days. No card required. 30,000 credits and the full Film Studios library. Sign in with Google or Apple using your work email. Keep it after the trial at $3,000/mo, or talk to us about a rollout built around your team.
Starting points to test during the free trial. Your professionals keep every judgment; the library supplies shared reference.
Ask what the team already knows about the story world, department conventions and release context before a new department picks up the project.
Get a consistent first explanation of clearance and release concepts for a title, so legal and production start the same conversation from the same page.
Point a team at authorized archive material and ask production-history questions against one shared reference, without re-explaining the industry each time.
Two HTTPS calls. Create a handle for your own authorized material with /v1/compress, then ask questions with /v1/context/run. Call it from a scheduled job, a webhook or an internal tool, and post the answer where your team already works. See the API docs.
One workspace for development, production and post, so every department asks against the same industry reference plus your authorized project material.
Run a nightly /v1/context/run job over the day's authorized notes and log sheets to produce a continuity and open-items brief for the morning meeting.
Trigger a run call when a script revision, schedule change or delivery spec lands in your production tracker, and return the continuity questions it raises.
Read the published evaluation or the guide to source-grounded answers.
A prepared, shared industry reference layer for creative, production, archive and distribution teams. It covers recurring work areas such as continuity and story world, production handoffs, and rights and release, so work starts from shared industry context before project material is added.
No. The library is shared industry reference. Studio teams connect authorized project and archive material separately.
Long prompts grow with every call. A crystal keeps shared operating judgment compact and reusable, so teams buy a monthly memory layer instead of repeatedly paying for larger context windows. See the published evaluation for the measured prompt-size difference.
Free for 7 days. No card required. 30,000 credits and the full Film Studios library. Sign in with Google or Apple using your work email. Keep it after the trial at $3,000/mo with 4,000,000 credits per month.