Taste, compiled.

The Applied AI Product Lab.
Outlasting hype cycles. Local inference, on-device voice, and autonomous swarms.

Explore AI Inventions

Applied AI Inventions.

ReceptionistAI ON-DEVICE VOICE AI

Autonomous on-device voice intake.

ReceptionistAI Front-Desk Voice Agent
PragCom MULTI-AGENT SWARM C2

Real-time fleet command and swarm triage.

PragCom Fleet Command and Communications Console
SnapRack SPATIAL COMPUTER VISION

Spatial computer vision and rack logistics.

SnapRack Field Operations and Rack Logistics
PragMenu VENUE COMMERCE

Synchronized multi-display venue commerce.

PragMenu Restaurant Displays and Menu Operations
PragAIOS LOCAL MLX RUNTIME

High-speed local Apple Silicon MLX inference.

Local MLX Engine
On-device quantized weights, sub-12ms token latency, zero network leakage, and local privacy guarantees.
FixBidAI MULTI-MODAL VISION

Multi-modal damage assessment and repair estimation.

Damage Appraisal
Computer vision spatial surface inspection, automated insurance line-item generation, and photo appraisals.
DemandForge AUTONOMOUS SWARMS

Deterministic multi-agent pipeline and demand execution.

Swarm Execution
Multi-tier agent autonomy, cold-outreach synthesis, and CRM pipeline synchronization.
PragBank AUTONOMOUS FINTECH

Double-entry ledger with autonomous agent governance.

Double-Entry Ledger
Cryptographic multi-tier spend approvals, revolving credit liquidity, and threshold signatures.
CosmopolisAI CIVILIZATION SIMULATION

Multi-agent synthetic society and civilization simulation.

Synthetic Population
Macro-economic market dynamics, multi-agent game theory, and deterministic seed generation.
LifeOS Fleet AUTONOMOUS DAEMONS

Autonomous personal life operating system daemons.

Personal Model
Proactive schedule synthesis, WhatsApp lead intake, and sovereign memory consolidation.

The 4-Wave Odyssey.

2023 · Genesis WAVE 1 · 2023

Local inference and edge quantization.

Foundation Architecture
Edge quantization, local LLM serving, Apple Silicon MLX kernel execution, and zero-cloud data privacy isolation.
2024 · Swarms WAVE 2 · 2024

Distributed agent swarms and voice AI.

Acoustics & Multi-Agent Mesh
128-worker swarm orchestration, procedural Web Audio synthesis earcons, and sub-120ms streaming voice models.
2025 · Verification WAVE 3 · 2025

Viscoelastic interfaces and double-entry ledgers.

Physics & Financial Autonomy
Viscoelastic spatial UI surfaces (Tensilux), double-entry invariant autonomous banking (PragBank), and 20-property gates.
2026 · Sovereign WAVE 4 · 2026

Deterministic software factories and autonomy.

The Deterministic Factory
Bounded execution packets, mechanical verifiers, autonomous recovery loops, and institutional threshold cryptography.