Trace
Request Pilot Package
Google Cloud Marketplace Ready Ecosystem

Capture a workflow once. Turn it into secure, reviewable automation.

TRACE records how an expert completes a business process using screen context and voice guidance, then converts that workflow into documented, Python-native automation assets that can be reviewed, deployed, and maintained by your team.

Deterministic Lifecycle

How TRACE Operates

Replacing brittle UI coordinate tracking with a structured, transparent code generation topology.

01. Workspace
Local Capture Agent

Logs window transformations and voice guidelines directly inside client container networks.

Local Masking Layer PII Stripped
02. Network
Secure API Gateway

Assembles structured metadata payloads and pipes them across network routes via secure links.

Protocol: HTTPS TLS 1.3 Encryption
03. Ingestion Core
GCP Blueprint Compiler

Parses the operational blueprint, matches database variables, and builds structured Python-native adapter files.

Isolated Variable Pools GCP Secret Manager
04. Gatekeeper
Admin Review Console

Halts runtime execution until a technical lead logs in, evaluates the generated code script, and issues a signature.

Status: Awaiting Review
05. Production
Secure Deploy System

Spins up certified processes cleanly inside localized node networks with persistent audit streams.

Immutable Logging Active GCP Logging Node
01 / CAPTURE

Secure Local Recording

SMEs activate the local capture agent. The system logs screen pixels and voice commentary with strict field exclusion masking.

02 / INTERPRET

Extract Business Intent

System interprets application mutations, identifying field definitions, data payloads, and implicit logic branches.

03 / BLUEPRINT

Structure the Workflow

Generates a human-readable workflow blueprint documenting every manual system interaction, API handshake, and decision loop.

04 / GENERATE

Produce Python Adapters

Compiles the blueprint directly into clean, platform-independent Python scripts using isolated system-specific schemas.

05 / REVIEW

Human Approval Gate

No code runs unchecked. The generated automation sits in an admin console awaiting explicit validation by a technical reviewer.

06 / DEPLOY

Orchestration & Audit

Deploys code across networks using a Google Cloud-coordinated engine with immutable execution logs and logging nodes.

Production Proof

Pilot Deployment Milestones

Case Study Model

Enterprise Ingestion Processing

Client Focus: JEA Integration
Timeline: Q1 2026 Production Validation

We validated TRACE's architecture within legacy public utility networks by designing a secure, multi-tier data ingestion pipeline. The application successfully extracted unstructured data streams, normalized schema definitions, and routed telemetry to processing nodes without altering core codebase parameters or breaking operational security boundaries.

18 Steps
Complex Manual Workflows Reduced
Zero Lock-In
Pure Python Script Outputs
Google Cloud
Secure Audit Routing Layer
TRACE JEA Ingestion Engine Interface Blueprint

The Founding Partners

An equal partnership combining hands-on product creation, technical delivery architecture, and enterprise scale execution.

CC

Chad Cote

Co-Founder & CEO

Defines the company vision, leads investor and enterprise relationships, and drives cross-functional automation initiatives from concept through delivery.

BT

Brent Tantillo

Co-Founder & CPO/COO

Heads the product engine room—owning the hands-on engineering, layout design, initial prototyping, and systematic scoping of our software builds alongside comprehensive daily operations.

JD

James Downes

Co-Founder & CTO

Oversees all things with zeroes and ones. Working with the Product Team, architects product infrastructure and manages engineering to prepare applications for full production scaling. Manages tech stack and governance, including security, validation, and testing protocols.

RF

Robert Farley

Co-Founder & CIO

Drives strategic corporate growth, structures enterprise client pipelines, and establishes high-intent conduits to institutional investors, venture funds, and external partnerships.