Building practical AI systems for modern GTM teams.
As GTM AI Engineer at AppWork, I work at the intersection of sales, growth, revenue operations, and applied AI engineering. My focus is understanding where the GTM team gets slowed down, then building tools, agents, automations, and integrations that remove repetitive work and help an experienced team generate and close more business.
AppWork provides maintenance-operations software for multifamily property-management teams.
Find the friction. Build the path. Help the change hold.
Zero-to-one builds
Built, Not Just Advised
A record of working systems built from the operational problem outward—designed, architected, and shipped with the people using them in mind.
01
Archivist
The Visual Lead Capture & Enrichment Engine
The friction
10 minutes of manual transcription per lead.
The architecture
A multimodal AI extraction pipeline and normalized Postgres entity graph that turns a photo into a CRM-ready lead in seconds.
New-hire training depended on paper sign-in sheets, manually created calendar invitations, disconnected assessment records, and administrative follow-up.
The architecture
Built a learning management system from scratch using SharePoint, PowerApps, and Office 365 integrations—automating course enrollment and invitations, capturing attendance and assessment scores, and giving employees self-service access to results, upcoming courses, materials, and rescheduling.
Independent operating work
Systems tested in the real world.
Before joining AppWork, I used independent ventures to test product decisions, customer acquisition, automation, fulfillment, and financial outcomes under real operating pressure. These projects are currently paused.
01 / St Pete Local Spotlight
Local advertising operation · Paused
Founded and operated a cooperative direct-mail business connecting local companies with St. Petersburg homeowners. Scaled the operation to deliver 80,000+ mailers across 5+ zip codes, managing campaigns for 53 local advertisers. Built the internal operating system to handle everything from advertiser acquisition and territory planning to USPS routing and physical fulfillment.
Founded an automation practice that helped small businesses identify operational friction and turn repetitive work into practical systems. Owned the full engagement lifecycle—from discovery and process mapping through solution design, implementation, and adoption—deepening the applied AI and GTM systems experience that led into my work at AppWork.
Focused on understanding where sales and marketing workflows slow down, then building practical AI tools, agents, automations, and integrations—and supporting the implementation, training, and adoption that help those systems stick.
02
Manta
Bidirectional RevOps Engine
Architected a closed-loop integration between HubSpot, Salesforce, and Apollo, automating inbound lead routing to BDR sequences and mirroring pipeline data for exact revenue reporting.
03
Centricity
Enterprise Claims Platform Rollout
Led the cross-functional rollout of a new claims operating system to 100 employees and achieved full adoption; separately designed a digital payout workflow that reduced manual effort by 90%.
04
Tech Data
Enterprise Systems Implementation
Supported major SAP and internal systems rollouts across requirements, testing, training, and post-launch support—helping identify, troubleshoot, and resolve 400+ system defects and enabling successful adoption across 700+ employees.
In their words
Endorsements
01
“He consistently bridges the gap between IT and business teams, designing scalable processes that lead to faster resolution times, greater collaboration, and better outcomes.”
Bob KilinskiSenior Business Leader, Centricity
02
“Kason was a key person in the project team, supervising and leading the transfer and improvement of the business processes in the new CRM system…”
“Kason’s knowledge of the end to end business processes and expertise in training was a huge advantage to our project. He used his skills during the design phase, integration test cycle, training and end user readiness.”
Pascale Melona SossahTransformation Project Manager, Tech Data