Cost & Scope Scoping

SOW Scoping Console

Configure system capacity coordinates and active channels below to dynamically estimate monthly server workloads and custom implementation timelines.

[CONSOLE_DIALS]

Monthly Page Ingestion10,000 pages

Estimates Qwen-VL Vision-language / AWS SageMaker OCR table parses.

WhatsApp APIVoice InboundSlack Slackbot

Custom LLM Fine-TuningDISABLED

Tune specialized model weights (vLLM Serving)

*Fine-tuning reduces monthly tokens API costs by up to 60% by hosting domain specific parameters on private serverless GPU nodes.

Modal Serverless

Shared GPU cluster

Private VPC Cloud

Isolated AWS host

Dedicated GPU Host

NVIDIA A10G cluster

[COMPUTED_OUTCOMES]

EST_OK

SOW Scope Estimate

Estimated Monthly GPU Run-Cost

$50 / month

Implementation Timeline

4 - 6 Weeks

Allocated Sub-Agent Clusters

02 Orchestrator Nodes

*All estimates are baseline markers. Detailed proposal configurations require schema alignment calls.