Four things. Done deeply.
Symbiotica is not a generalist consultancy and not a SaaS. We design and operate creative-AI pipelines for a handful of studios at a time, end-to-end.
PIPELINE DESIGN
We spend a week embedded with your team and reverse-engineer how a brief actually becomes a shipped asset today. Then we redesign the pipeline around your real bottlenecks — not around whatever model is hot this month.
- End-to-end pipeline map (current vs. target)
- Skill + agent inventory for the new shape
- Two-week prototype that proves the bottleneck is gone
CUSTOM AGENTS
Agents are file-backed: an IDENTITY, a SOUL, a workflow of skills. They live in git, you edit them in markdown, no SaaS dashboard owns your taste. Each agent is a specialist (Designer, Critic, Composer, Animator) that knows its lane and stays in it.
- One or more domain-specific agents
- Shared skill library — reusable across agents
- Approval gates between every costly step
HOSTED INFRA
ComfyUI on the right GPUs. LoRA training pipelines. Image and video model wrappers. Per-user sandboxes when needed, shared GPUs when not. Reachable from your tools, monitored by us, no ops headcount required on your side.
- ComfyUI workspace per team member (or shared)
- LoRA training rig (RTX PRO 6000 / A100)
- Image + video wrappers with credit/cost tracking
ON-CALL PARTNERSHIP
We don't hand off and disappear. Symbiotica stays close after launch — when a model drifts, when a new game ships, when your pipeline needs a new step. You DM us, not a ticket queue.
- Direct Telegram / Slack line to the team
- Monthly review of pipeline health + model upgrades
- Fast turnaround on new skills, agents, pipelines
Four principles we don't bend on.
- 01
YOURS, NOT OURS
Agents, skills, prompts, weights — committed to your repos, not ours.
- 02
TASTE OVER THROUGHPUT
The bottleneck is rarely 'how many images per minute' — it's 'is this the right image.'
- 03
SMALL TEAMS COMPOUND
We'd rather have four clients deeply than forty shallowly.
- 04
PIPELINES, NOT FEATURES
A 'feature' you can replace next year. A pipeline becomes how your team works.