808 Data Collective Inc. | Master Command, Grants & Submission Guide

Total Capital Pipeline

$47,135 CAD

Halton, NRC IRAP, SR&ED & newly scouted federal grant streams.

Active User Traction

0 Free / 0 Pro

Tracking towards the 12-week 100 Freemium / 10 Pro goal.

Service Delivery Model

Hybrid On-Prem/SaaS

Zero-downtime static web delivery backed by private Ubuntu server nodes.

Service Delivery Execution Progress

0% Completed

0 of 9 tasks completed Standard: the808.org Deployment Protocol

Active Service Delivery To-Do Queue

0 Pending

Next operational actions sorted by strict dependency rules and delivery timelines. Check items off to update master progress.

Grants, Completed Documents & Submission Guide

Review all active funding streams, read the pre-written completed application dossiers, and follow exact submission protocols.

12-Week Freemium & Paid Conversion Tracking

Monitor user acquisition velocity against your 100 Freemium / 10 Pro milestone targets.

Freemium User Acquisition

0 / 100 Users

Target: 100 active freemium users utilizing the 10 hours/week local model tier by Week 12.

Paid Pro Studio Conversions ($10/mo)

0 / 10 Users

Target: 10 paid subscribers generating $100/mo MRR by Week 12 to validate unit economics.

Technical Guide & GPU Acquisition Trigger

Operational runbook for resolving inference bottlenecks and automated hardware procurement thresholds.

Hardware Trigger Threshold

$2,800 CAD Target

Bottleneck 1: 4GB VRAM Spillover

Issue: Running 14B parameter models or heavy RAG embedding contexts on a single 4GB NVIDIA GPU causes memory overflow and CPU fallback.

Resolution Protocol: Execute Stage 2 GPU acquisition ($2,800 CAD allocation) for dual 24GB VRAM cards.

Bottleneck 2: Multi-User Concurrency Queues

Issue: Standard Ollama instances process concurrent user requests sequentially, creating latency spikes.

Resolution Protocol: Deploy vLLM with PagedAttention continuous batching inside Docker alongside LiteLLM proxy.

Delivery Milestones (Best Practices & Rationale)

Master Capital Ledger & Projections

Program / Source	Type	Amount (CAD)	Purpose	Actions

808 DATA COLLECTIVE INC. Command Center v4.1

Service Delivery Execution Progress

Active Service Delivery To-Do Queue

Grants, Completed Documents & Submission Guide

12-Week Freemium & Paid Conversion Tracking

Update Active User Metrics

Freemium User Acquisition

Paid Pro Studio Conversions ($10/mo)

Technical Guide & GPU Acquisition Trigger

Bottleneck 1: 4GB VRAM Spillover

Bottleneck 2: Multi-User Concurrency Queues

Delivery Milestones (Best Practices & Rationale)

Master Capital Ledger & Projections

Register New Funding or Capital Injection

Service Delivery Execution Progress

Active Service Delivery To-Do Queue

Grants, Completed Documents & Submission Guide

12-Week Freemium & Paid Conversion Tracking

Update Active User Metrics

Freemium User Acquisition

Paid Pro Studio Conversions ($10/mo)

Technical Guide & GPU Acquisition Trigger

Bottleneck 1: 4GB VRAM Spillover

Bottleneck 2: Multi-User Concurrency Queues

Delivery Milestones (Best Practices & Rationale)

Master Capital Ledger & Projections

Register New Funding or Capital Injection

Grant Title