About ConversaDocs
We're building AI that meets you where you are. No new platforms to learn, no complex integrations to manage—just intelligent automation that works within your existing workflow.
Our Mission
To democratize enterprise-grade AI by building solutions that enhance human capabilities rather than replace them. We believe AI should adapt to how people work, not the other way around.
Human-Centered Design
Every solution starts with understanding how people actually work, then building AI that enhances those natural processes.
Enterprise Security
Built from federal compliance standards, our AI works in the most regulated industries without compromising functionality.
Revolutionary Architecture
Our microservice approach enables dynamic function orchestration that traditional AI platforms simply cannot match.
Our Story
ConversaDocs was born from a simple observation: most AI solutions force businesses to change how they work instead of adapting to how they already work. Founded by a team with deep experience in real estate, technology, and design, we saw an opportunity to build AI that truly enhances business operations rather than complicating them.
The breakthrough came with our development of TrAiCE (True AI Computing Environment) and its revolutionary microservice architecture. TrAiCE powers VICI (Virtually Intelligent Chat Interface), our conversational AI that can deploy across any communication platform—Teams, Slack, SMS, email, or our own web interface.
Instead of building monolithic AI systems that try to do everything, TrAiCE creates intelligent microservices that work together—like having a team of AI specialists coordinating to solve complex problems. VICI serves as the natural language interface that makes this powerful platform accessible to users in their preferred communication environment.
Our approach treats AI functions like neural network lobes, with TrAiCE's Bayesian inference orchestrator acting as the corpus callosum. This enables dynamic function coordination, semantic analysis, and proactive task execution that goes far beyond traditional chatbots, all accessible through VICI's conversational interface.
Today, we're bringing enterprise-grade AI capabilities to small and medium businesses through solutions that integrate directly into existing workflows—whether that's Teams, Slack, SMS, or email. No platform migration required, no complex training needed, just AI that works where you work.
Meet Our Team
The innovators building the future of business AI
Tom Anton
Chief Executive Officer
Driven leader with 40 years of real estate experience spanning REALTOR services, construction management, and investing. Passionate about continuous learning and fostering growth, Tom brings deep industry knowledge and a commitment to making meaningful impact.
Shelly Zellman-Anton
Chief Financial Officer
Seasoned businesswoman with 25 years in real estate and property management, backed by business management expertise. Specializes in creating systems that make businesses more productive and profitable while educating others in market navigation.

Gavin Shank
Chief Operating Officer
Seasoned real estate professional with extensive technology experience across testing and system improvements. Believes technology should work alongside individuals to achieve the ultimate goal: more time for what you love.

Corey Deahl
Director of Design
Nine years of UX design, research, and strategy expertise focused on creating intuitive interfaces for complex problems. Applies human-centered design, agile frameworks, and DesignOps to enhance user experience and satisfaction.

Jason Anton
Chief Technology Officer
Software development professional since 2007 building innovative solutions across government, insurance, marketing, payments, crypto, and AI. Recognized as 2020 RealLIST engineer by Technical.ly for connecting Baltimore to assisted living facilities during COVID.
Join Our Team
We're Growing
Help us build the future of business AI. We're looking for passionate engineers, designers, and business professionals who believe AI should enhance human capabilities.
View OpeningsOur Values
The principles that guide everything we build
Simplicity Over Complexity
We believe powerful technology should be simple to use. Our "Keeping It Simple" philosophy means we handle the complexity so you don't have to.
Human-Centered Innovation
Technology should adapt to humans, not the other way around. We design AI that enhances natural workflows rather than forcing new ones.
Security & Privacy First
Built from federal compliance standards, we never compromise on security. Your data sovereignty and privacy are non-negotiable.
Measurable Impact
Every solution we build delivers clear, measurable business value. We focus on ROI and real-world outcomes, not just impressive demos.
TrAiCE: The Technology Behind VICI
TrAiCE (True AI Computing Environment) represents our vision of distributed intelligence through microservice architecture. Instead of massive models trying to do everything, TrAiCE uses specialized microservices coordinated by Bayesian inference—treating functions like neural network lobes with our orchestrator as the corpus callosum.
Revolutionary Approach: Semantic Probability Analysis
TrAiCE analyzes each word in a user's message to determine the probability that specific functions should fire. Using Bayesian inference to evaluate semantic groupings one word at a time, the platform makes intelligent decisions about which AI services to coordinate—creating responses that VICI delivers in a contextually aware and proactively helpful manner.
VICI Interface
Natural language interface deployable across any communication platform
TrAiCE Orchestration
Dynamic function coordination powered by Bayesian probability analysis
Microservice Architecture
Modularized AI services that coordinate intelligently based on context
Recognition & Achievements
Building on a foundation of proven excellence
Award-Winning Engineering
Built by passionate and award winning tech professionals who push boundaries to solve big problems
Cross-Industry Expertise
Deep experience across real estate, government, insurance, payments, and AI spanning multiple decades
Human-Centered Innovation
Combining business knowledge with cutting-edge AI to solve real business problems
Ready to Experience the Future of Business AI?
Join forward-thinking businesses that are transforming their operations with VICI's revolutionary AI platform.