DAOCALM LLC is developing the initial Nexus and CineSynth products. We are exploring practical enterprise workflows with prospective pilot partners, supported by architecture references and provider API examples.
Current stage: ideation and initial product development. We are collecting interest in invited early evaluations; a workspace or service API would be developed and validated for an agreed pilot scope. This website currently provides product plans, integration examples, and inquiry forms.
Target initial product release: . This is a planning target, subject to development and validation, rather than a guaranteed launch or delivery date.
PILOT INTEREST · SCOPE AND READINESS REVIEW
import os
from concurrent.futures import ThreadPoolExecutor
import boto3, chromadb
from botocore.config import Config
bedrock = boto3.client("bedrock-runtime", config=Config(
max_pool_connections=8, retries={"mode": "adaptive"}))
memory = chromadb.HttpClient(host=os.environ["CHROMA_HOST"], port=443, ssl=True)
collection = memory.get_collection(os.environ["CHROMA_COLLECTION"])
def reason(task):
docs = collection.query(query_texts=[task], n_results=4)["documents"][0]
response = bedrock.converse(modelId=os.environ["BEDROCK_MODEL_ID"],
messages=[{"role": "user", "content": [{"text": "\n".join(docs)},
{"cachePoint": {"type": "default"}}, {"text": task}]}],
inferenceConfig={"maxTokens": 1024, "temperature": 0.2})
return response["output"]["message"]["content"]
with ThreadPoolExecutor(max_workers=8) as nexus:
results = list(nexus.map(reason, ["Review API contracts", "Retrieve code context"])){
"pipeline": "daocalm.cinesynth",
"execution": {
"mode": "queued_batch",
"human_approval": true
},
"nodes": [
{
"id": "semantic",
"stage": "Semantic Script Breakdown",
"output": "scene_manifest"
},
{
"id": "identity",
"stage": "Brand LoRA & Character Lock",
"input": "semantic",
"assets": "customer_authorized"
},
{
"id": "temporal",
"stage": "Temporal Consistency Conditioning",
"input": "identity",
"controls": [
"motion",
"seed",
"continuity"
]
},
{
"id": "export",
"stage": "4K Batch Render Export",
"input": "temporal",
"resolution": [
3840,
2160
],
"format": "mp4"
}
]
}Nexus and CineSynth are development projects. The capabilities below are design goals to validate through small, agreed evaluations.
We are designing Nexus around specialist Python agents, review checkpoints, and scoped retrieval. Amazon Bedrock, containerized execution, and ChromaDB are proposed components to evaluate; customer-facing orchestration and persistent memory require implementation and testing.
We are exploring how creative briefs, authorized reference assets, and ComfyUI workflows could support a repeatable media pipeline. Video generation, continuity controls, output quality, and export formats will depend on the models and workflows validated for each proposed evaluation.
Design queue limits, retry policies, and review checkpoints for initial prototypes.
Evaluate how repository knowledge and references should be separated and retrieved.
Plan tests for supported Bedrock features, usage, and provider costs.
Explore approved assets, workflow compatibility, and measurable output quality.
Define review points for generated text, code, creative direction, and media.
Discuss account ownership, data boundaries, infrastructure, and operating responsibilities.
This is the architecture we intend to evaluate for the initial products. The diagram describes proposed responsibilities, rather than an inventory of running DAOCALM services.
| ARCHITECTURE LAYER | TECHNOLOGY | WORKLOAD & RESPONSIBILITY |
|---|---|---|
| Foundation Model Layer | Amazon BedrockAnthropic Claude | Multi-agent planning, code synthesis, semantic analysis, and eligible prefix-cached reasoning. |
| Agent Execution Runtime | Amazon ECS & DockerContainerized Python | Isolated runtime design with bounded task queues and scoped execution permissions. |
| Knowledge & Memory Layer | ChromaDBVector retrieval | Tenant-scoped embeddings, repository indexing, and retrieval-augmented generation. |
| Multimodal Synthesis Layer | GPU Worker NodesAsynchronous rendering | Node-based diffusion workflows, batch scheduling, and configured high-resolution exports. |
| Security & Governance | AWS IAM, KMS & VPCDeployment controls | TLS in transit, encryption at rest, role-based access control, and audit-event design. |
Agree tenant access, network ownership, encryption, retention, and review responsibilities before deployment.
Use stable prompt prefixes with supported Bedrock models, and measure cache reads and writes per workload.
Bound task queues and concurrency to approved model capacity, with retry backoff and per-tenant budgets.
We are developing the initial Nexus and CineSynth products and discussing prospective enterprise pilots. Learn about our company, product direction, and proposed architecture.
About DAOCALM →Indicative prices for proposed pilot and general-availability configurations. Scope, feasibility, capacity, and final commercial terms remain to be agreed.
Planned Pilot / GA Pricing — Private Beta, Target Launch: December 15, 2026
GA means general availability. These are planning figures for a product in initial development. The target date is subject to development and validation.
A proposed starting configuration for a focused enterprise workflow evaluation.
A proposed configuration for broader workflow or generative-media evaluation.
For teams exploring a dedicated pilot or a combination of the proposed product directions.
All prices are planned, indicative USD amounts and are subject to agreed scope, product readiness, and a written proposal. Any proposal will define provider and infrastructure charges, taxes, usage limits, support, and delivery criteria. No subscription is available to purchase on this website. An inquiry does not place an order, reserve capacity, create an account, or guarantee a launch date.
Share a workflow, the outcome you need, and the constraints we should explore.