AI Automation
Intelligent automations across support, ops, and revenue teams with full visibility.
Challenge
Intelligent automations across support, ops, and revenue teams with full visibility.
Identify ROI-positive workflows with stakeholders.
Classification, extraction, and routing with confidence scores.
Slack, email, CRM, ERP, and custom webhooks.
Target high-volume, rules-heavy processes first.
Structured validation before side effects.
Queues, retries, and alerting as first-class.
Stack
TypeScript · Next.js · Python · PostgreSQL · Redis · AWS · Vercel · OpenAI · Anthropic
Proof
Fieldstone Health · Clinical Review Hub
Fieldstone unified chart review across three hospital networks. We delivered compliant indexing, approval workflows, and regional failover — production in two regions before system-wide cutover.
22 weeks · Phased regional rollout · Audit-ready trails on every approval step
Relay Financial · Relay Ops Automation
18 hours of manual work removed per team weekly
FAQ
Yes — via APIs, RPA where needed, and secure middleware with clear ownership boundaries.
Related practices
Share what you are shipping. We respond within 24 hours with scope, senior team fit, and a clear timeline.
Direct line
Project inquiry
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Trusted by product leaders at scale
“ShayApps ran discovery like an internal platform team — clear scope, senior engineers on every sprint, and a production release we could defend to procurement.”