📦 ARIA FIELD MANUALS / PRODUCTION SYSTEMS

Stop buying AI demos. Build the operating layer.

Field-tested implementation patterns for the work AI vendors love to demo but rarely operationalize: invoices, contracts, field notes, customer handoffs, and private data. Pick a system, see the stack, download the starting files, and decide if it belongs in your business.

Commercial Real Estate Brokerage & Investment

Commercial Real Estate Sovereign Agent & Dual-Tier Local/Cloud Underwriter

Target Hardware: M5 / M4 iMac or Mac Studio (32GB+ Unified Memory)

Hermes AgentApple Silicon / MLXTelegram GatewaySQLite FTS5AppleScriptClaude 3.7

⚡AUDIO BRIEFING•ElevenLabs Adam (Sovereign Executive)

Commercial Real Estate Sovereign Agent & Dual-Tier Local/Cloud Underwriter • Executive Audio Debrief

0:45

Air-gapped local model execution on Apple Silicon (M-Series 32GB RAM) for private rent rolls and financial statements, combined with mobile Telegram audio dispatch for touring brokers and automated Mac Keynote/HTML marketing flyer generation.

Verified Operational Outcomes:

✓Target: keep restricted rent rolls and investor data on approved local storage; validate cloud boundaries before using hosted models.

✓Measure: transcription accuracy and time from a field note to a reviewed investor match.

✓Measure: document-processing and flyer-generation time on a defined sample of offering memoranda.

Downloadable Implementation Files

📦 CRE Underwriting & Flyer Generator Skill Pack

Complete skill definition for parsing T-12s, calculating Cap Rates/NOI, and triggering local macOS flyers.

cre-underwriter-suite.skill • 8.4 KB

📦 Hermes CRE Config Starter Template

Pre-tuned model routing, temperature parameters, and local SQLite memory indexing configs.

hermes-cre-config.yaml • 1.9 KB

Implementation Runbook

Step 1:Environment & Core Agent Setup

Initialize a high-performance Python virtual environment on macOS using Astral uv, and clone the Hermes core runtime.

curl -LsSf https://astral.sh/uv/install.sh | sh
git clone https://github.com/NousResearch/hermes-agent.git ~/.hermes/hermes-agent
cd ~/.hermes/hermes-agent && uv venv && source .venv/bin/activate && uv pip install -e .

Step 2:Configure Dual-Tier Local/Cloud Routing

Point confidential financial parsers to local MLX/Ollama instances and cloud-heavy analytical jobs to Anthropic Claude 3.7 Sonnet.

Step 3:Pair Mobile Gateway (Telegram/Signal)

Launch the Hermes platform adapter to pair with your private smartphone bot, enabling audio voice memos and instant field queries.

hermes setup --platform telegram