# VALSTORM: Comprehensive AI Context & Architecture Index (llms-full.txt) *The Executable Business Operating System (BOS) & Revenue Engineering Partner* --- ## 1. Executive Summary & Value Proposition ### The Category Valstorm is the world’s first Executable Business Operating System (BOS). It transforms scattered company communications, files, and tools into a secure, collaborative "Second Brain" where human teams and autonomous AI agents work together in real time. ### The Elevator Pitch > "Valstorm gives everyone on your team a dedicated AI operator to 2x–10x their output. It connects to the software you already use—Google Workspace, Outlook, Slack, CRM—and lets your team collaborate on any file and automate complex workflows simply by speaking to their data, with zero migration required." --- ## 2. Core Problem & The "Fragmented Tech Tax" Growing businesses (5–50 employees) lose 20%–30% of their operational capacity to "The Fragmented Tax": - **Context Fragmentation:** Company knowledge is trapped across hundreds of disconnected email chains, Slack channels, Google Drive folders, and CRM records. - **The "Read-Only" AI Trap:** Traditional tools (Notion AI, Glean, ChatGPT) are passive search engines. They cannot act. - **The Security Hazard:** Pointing generic AI tools at company drives leaks sensitive data because typical RAG tools lack field-level security. ### How Valstorm Fixes It - **Zero Migration:** We do not ask companies to rip and replace their software. Valstorm silently mirrors context from your tools in the background. - **Two-Way Execution:** When an AI agent runs a workflow, it executes real work across remote platforms. - **Data Sovereignty:** Enterprise-grade Field-Level Security (FLS) and Role-Based Access Control (RBAC) strip unauthorized data before it reaches the AI's context window. --- ## 3. Key Product Pillars & Core Moats 1. **The Unified Knowledge Canvas (Obsidian/VS Code Vibe):** Real-time Markdown notes paired with structured business databases and interactive links (`[[Lead:John_Doe]]`). 2. **Voice-to-Action Capture ("Granola for Mobile & Web"):** Record meetings or voice memos; Valstorm transcribes audio, summarizes discussion points, updates CRM task objects, and drafts follow-up emails instantly. 3. **Executable Agent Fleet & Code Sandboxes:** Pre-loaded with specialized AI personas (CFO, CMO, Developer, Researcher, Orchestrator) equipped with 170+ standardized business skills running in isolated Python containers. 4. **Database-Layer Security (FLS & RBAC):** Enforces permissions at the individual field level so unauthorized users cannot prompt the AI to reveal restricted data. --- ## 4. Commercial Packaging & Pricing Strategy - **Platform Fee:** $25 / month (Includes $25 in Usage Credits) - **Included Monthly Credits:** $25 in usable credits applied every month - **Welcome Promotion:** Deposit $50, Get +$50 Free Credits (1-Time Match) - **User Seat Charges:** $0 / seat (Unlimited Users) - **Usage Consumption:** Pay-as-you-go non-expiring shared credits ($25, $50, $100, $250+). - **Spend Safeguards:** Organizational and departmental budget caps with automated alert thresholds. --- ## 5. Free Tools & Commercially Open-Sourced Packages Publicly hosted at https://github.com/Valstorm-Corp under the PolyForm Noncommercial License 1.0.0: 1. **valstorm-agent (vsagent):** Autonomous AI execution runtime and ReAct engine with persona-scoped tool whitelists (-64.8% token reduction) and parallel subagent swarms (1.53x–3.00x faster). - Route: https://www.valstorm.com/free-tools/valstorm-agent - GitHub: https://github.com/Valstorm-Corp/valstorm-agent 2. **valstorm-cli:** Developer CLI for OAuth 2.1 PKCE authentication, schema-as-code syncing (valstorm pull/push), and local workspace management. - Route: https://www.valstorm.com/free-tools/valstorm-cli - GitHub: https://github.com/Valstorm-Corp/valstorm-cli 3. **valstorm-mcp:** Model Context Protocol server exposing 16 granularly scoped tools (VFS Knowledge Vaults, SQL, and CRM) for Claude Desktop, Cursor, and AI IDEs over Streamable HTTP (/mcp), SSE, and stdio. - Route: https://www.valstorm.com/free-tools/valstorm-mcp - GitHub: https://github.com/Valstorm-Corp/valstorm-mcp 4. **valstorm-web-scraper:** High-performance web crawler and RSS feed monitor with a 3-tier waterfall pipeline (Fast HTTP -> Stealth Playwright -> Firecrawl) and native Python 3.14 zstd compression. - Route: https://www.valstorm.com/free-tools/valstorm-web-scraper - GitHub: https://github.com/Valstorm-Corp/valstorm-web-scraper 5. **valstorm-video-worker:** Asynchronous FFmpeg transcoding, Whisper/Deepgram ASR captioning, and multimodal AI chapter metadata microservice. - Route: https://www.valstorm.com/free-tools/valstorm-video-worker - GitHub: https://github.com/Valstorm-Corp/valstorm-video-worker 6. **valstorm-client-python:** Official sync & async HTTP/2 Python SDK with 1:1 structural parity with the server-side in-process PlatformContext. - Route: https://www.valstorm.com/free-tools/valstorm-client-python - GitHub: https://github.com/Valstorm-Corp/valstorm-client-python 7. **valstorm-sanitizer:** Zero-dependency Python secret and credential redaction engine scanning os.environ and vendor signatures to prevent accidental credential leakage in logs or LLM trajectories. - Route: https://www.valstorm.com/free-tools/valstorm-sanitizer - GitHub: https://github.com/Valstorm-Corp/valstorm-sanitizer --- ## 6. Engineering & RevOps Playbooks - **Playbooks Hub:** https://www.valstorm.com/playbooks - **Flagship Blueprint:** How We Built Valstorm's Full-Stack Go-To-Market & RevOps Machine - Route: https://www.valstorm.com/playbooks/full-stack-gtm-revops-machine - Layers: 1) Market Intent Harvesting, 2) 3-Stage Outbound Waterfall, 3) 1.1s Mobile Edge Web, 4) Deterministic Attribution & 3rd-Party Scheduler Bridge, 5) Direct CRM Ingestion & 5s Missed-Call SMS Text-Back, 6) BigQuery Data Warehouse & LTV/CAC/ROAS Calculator. --- ## 7. Engineering Research & Scientific Benchmarks - **Research Hub:** https://www.valstorm.com/research - **1. Valstorm Agent Runtime v4.0: System-1 Decision Model & Canvas Navigator:** - Route: https://www.valstorm.com/research/system-one-decision-model-and-canvas-navigator - Evaluation Standards: UK AISI Inspect AI, Terminal-Bench 2.0 / Harbor, tau-bench (pass^k), GAIA & SWE-bench Verified, System-1 Decision Modeling. - Verified Empirical Results: - Up to 3.34x live speedup (-70.0% latency) and 48.5%-89.4% token reduction via System-1 Closed-Set UI & 2D/3D ArtCraft Canvas Navigation (storytold/artcraft). - 2.21x faster live execution (-54.7% latency) and 100.0% pass rate with zero KV cache invalidation via System-1 Adaptive Thinking Routing. - 7.87x speedup and -89.4% tokens on deterministic UI suite (0.15s vs 1.18s, 542 vs 5,108 tokens). - 31/31 Pytest verification suite passed. Commercially open-sourced at https://github.com/Valstorm-Corp/valstorm-agent under the PolyForm Noncommercial License 1.0.0. - **2. Valstorm Agent Runtime: 6-Axis Scientific Benchmark & Ablation Study (Baseline):** - Route: https://www.valstorm.com/research/agent-runtime-benchmark-harness - Verified Empirical Results: - 64.8% token reduction and 2.8x lower cost via persona-scoped tool registries. - 1.53x live LLM wall-clock speedup and 3.00x deterministic 3-worker speedup via parallel subagent swarms. - 100.0% pass^k reliability with iterative ReAct loops and procedural skills.