Software

The service engine — signage, comms, network analysis, APIs, digital twin

Software is what sits between your integrated hardware (Integration + Sentinel) and your operators. It renders live data into boards and dashboards, exposes your business through custom APIs, analyzes your network, handles communication out to customers, and produces the 360° digital twin that lets you walk through your business from anywhere.

Digital Signage & Manual Boards

Kitchen displays, menu boards, vendor scoreboards, ops dashboards — all rendered from live data. Sold-out item disappears in seconds. Promotion changes propagate everywhere at once. No content team manually pushing updates.

Communication

Telnyx + Twilio voice and SMS infrastructure. Bilingual EN/ES AI IVR. Outbound campaigns triggered by Sentinel events or marketing schedules. Call recording, transcription via Deepgram nova-3, sentiment analysis surfaced into BIE.

Network Analysis

Live topology mapping of what's actually on your network. Bandwidth attribution by device, by department, by hour. Anomaly detection for new MAC addresses, traffic spikes, IoT misbehavior. Feeds Sentinel and BIE.

Custom APIs

Your business becomes a platform. REST + webhook APIs so customers, partners, internal apps, and AI agents can read inventory, book slots, query availability, trigger workflows. Authenticated, rate-limited, versioned. Your business becomes a thing the world can connect to.

Digital Twin (360°)

Insta360 capture of your physical space, stitched onto a Mapbox-backed map, overlaid with live data — menu availability, table status, equipment health, occupancy, security state. The 360° promise made visible. Update once, it updates everywhere.

Content & Social Automation

Social posts, menu cards, marketing copy, internal docs — generated from your real data and scheduled across channels. New menu item gets a launch post. Vendor of the week gets a profile. Monthly reports go out on the first.

Where it fits in the stack

Software is the rendering layer between hardware and operator

Integration

Cameras, POS, phones, signage, access — installed.

Sentinel

Watches the integrated hardware, generates events.

Software

Renders events into boards, APIs, digital twin, comms.

Insights / BIE

Synthesizes everything into one operator dashboard.

What it's built on

Production stack we ship every day

No proprietary lock-in layer. Same stack we run our own operations on. Same stack you inherit.

Python

FastAPI + Pydantic

Supabase

Postgres + Realtime + Auth

Next.js

React + TypeScript

Mapbox

Twin + geo intel

Telnyx

Voice + SMS

Claude + GPT

Anthropic SDK + MCP

Custom software for your business

Software scope starts inside the $1,500 Strategic Sprint — we don't quote custom APIs or digital-twin work without seeing the data first. Productized builds start at $20K Standard tier.

Start with a sprint See the full ladder

Signage. Comms. Network analysis.
Custom APIs. Digital twin. 360°.