SingleNode Studio
SN/LAB & EXPERIMENTS
RESEARCH & PROTOTYPES

Working prototypes & architectural experiments.

Rather than relying on vague agency promises, we demonstrate our technical standards through working software. Explore production-grade drawing portals, automated estimating engines, and autonomous workflow pipelines below.

EXP_01—04 // WORKING PROTOTYPES

Live architectural prototypes and automated workflows demonstrating production engineering standards. Dossiers stack below.

01
CONCEPTWeb Application / Architecture// 2026

Spatial Architecture & Drawing Review Portal.

A minimalist client drawing review interface for residential architects and interior design firms.

THE BOTTLENECK

Architects routinely email 50MB PDF drawing sets back and forth with clients, resulting in conflicting revisions, lost comments, and approval delays.

THE ARCHITECTURAL SOLUTION

A high-performance web viewer that lets clients pan, zoom high-resolution architectural plans, leave pin-point annotations, and digitally sign off on drawing phases.

DEMONSTRATED CAPABILITIES
✓Sub-second rendering of vector architectural drawings
✓Pin-point visual markup and client feedback threads
✓Phase sign-off verification with audit history
✓Zero client sign-in friction via secure magic links
02
PROTOTYPEAI Agents / Automation// 2026

Autonomous Design RFP & Brief Triage Agent.

An AI-driven intake pipeline that analyzes client project documents and extracts scope, budget, and timeline feasibility.

THE BOTTLENECK

Design studios spend 5–10 hours per week manually reading lengthy inquiries, RFP documents, and room specification lists just to see if a project fits their budget criteria.

THE ARCHITECTURAL SOLUTION

An automated agent that parses uploaded briefs, categorizes project type, checks budget viability against studio parameters, and generates a clean one-page executive summary for the principal architect.

DEMONSTRATED CAPABILITIES
✓Automatic PDF and document parsing
✓Studio budget and scope grading algorithm
✓Slack/Email alert with structured project summary
✓100% private processing without public model retention
03
EXPERIMENTBusiness Automation / Remodeling// 2026

Remodeling Estimation & Quote Generator.

An interactive estimation engine that lets homeowners configure material tiers and receive instant preliminary renovation bids.

THE BOTTLENECK

Remodeling contractors waste dozens of hours on site visits for unqualified tire-kickers who have unrealistic budget expectations.

THE ARCHITECTURAL SOLUTION

An intuitive web calculator embedded on contractor websites that guides clients through room dimensions and finish tiers (Standard, Premium, Luxury), pre-qualifying leads before the first phone call.

DEMONSTRATED CAPABILITIES
✓Real-time cost range calculation based on zip code and materials
✓Interactive room selection and finish selection
✓Automatic CRM contact creation and qualified proposal routing
✓Responsive mobile-first configuration flow
04
INTERNALInfrastructure / DevOps// 2026

Sovereign Zero-Cookie Analytics Telemetry.

An internal privacy-first analytics pipeline hosted on hardened Linux servers without third-party tracking scripts.

THE BOTTLENECK

Traditional analytics suites (like Google Analytics) add heavy scripts, violate GDPR/CCPA privacy standards, and expose business traffic data to third parties.

THE ARCHITECTURAL SOLUTION

A lightweight server-side telemetry collector that logs page impressions and conversion events into a private PostgreSQL database without storing personal IP addresses or cookies.

DEMONSTRATED CAPABILITIES
✓Less than 1kB script footprint with zero DOM blocking
✓100% GDPR and CCPA compliant without requiring cookie consent banners
✓Self-hosted on sovereign Linux VPS hardware
✓Real-time conversion and referral route tracking
SN/ENGINEERING STANDARDS

Working software over promises.

Most agencies showcase polished mockups and decorative screenshots that fall apart under real production load or complex workflows. We prefer validating architecture through functional software.

Every experiment in our catalogue is built on real databases, live APIs, and sovereign infrastructure. We test bottlenecks and edge cases early so that when we build your systems, the technical foundations are already proven.