Advantages
Fewer tools. More control.
DeepMedia's advantages stem from its architecture. They are not marketing promises: they are verifiable at every generation.
Token economy
Why does DeepMedia consume fewer tokens?
In typical LLM usage, the cost is not the model cost: it's the cost to get the right answer. Each iteration consumes extra tokens — and the whole conversation must be re-read. DeepMedia is built to break this loop.
Text: fewer iterations
Tokens represent ~0.4% of total cost; 99.6% is human iteration time. DeepMedia reduces iteration time by at least 75% through pre-built editorial framing and no-code editing.
Video: no LLM for editing
DeepMedia only uses an LLM for transcription. Clip suggestions, pre-edits and auto-reframe use Argus, our own video intelligence. Savings multiply with each export.
Visual: one iteration
Client-built templates and no-code editing. A few cents saved per image, tens of minutes or even hours saved per publication.
The concrete mechanisms
Server-side architecture
Context and rules are prepared server-side. The user doesn't have to redescribe them in every prompt.
Context reuse
DNA and the Hermès brief are retrieved once then re-injected, without rebuilding the entire conversation history.
Semantic RAG
Only DNA fragments relevant to the topic are injected — not the whole charter every request.
Task separation
Video, cartography, reframe: proprietary processing without LLM calls when the model is unnecessary.
No-code editing
Edit a word, element or shot without running a new request — and without paying for new tokens.
No unnecessary calls
Deterministic native thinking, dedicated processing: the LLM is only called when it adds real value.
Competitive advantages
What sets DeepMedia apart
Humans remain in charge
The user chooses topics, angles, formats, sources. Nothing goes out without human validation. AI augments; it does not replace.
Editorial sovereignty
Your charter, your rules, your infrastructure. Data isolated by workspace, role-based access, regular backups.
Speed without compromise
Producing fast should not mean publishing anything. Eight calibrated formats, auto-review, quality score.
Proof of origin
Footprint seals content at the source. Anchor provides blockchain proof of anteriority. To publish is also to be able to prove.
One environment
One license from brief to delivery. Fewer scattered tools, fewer hand-offs, fewer errors.
Built by media professionals
Designed by profiles spanning technology, video and editing. The tool does not replace the craft: it serves it.
Calculate your savings
Let's discuss your production volume and how DeepMedia reduces your inference costs.