Existing stack over rip-and-replace
Integrate into existing Salesforce, HubSpot, and ERP tools without forcing painful migration.
Product / Partnership
Three systems. One product direction.
I'm exploring how AI-native software can turn fragmented revenue, finance, and customer operations into observable, controlled operating systems.
THE THESISIntelligent OperationsARCHITECTUREAI + Deterministic CodeVALIDATION3 Interconnected Systems
PRODUCT ARCHITECTURE HIERARCHYINTELLIGENT BUSINESS OPERATIONS
03 CUSTOMER OPS
SupportOS
Autonomous ticket triage, dynamic context & human escalation
Explore system ↗01 / The Thesis
Why these three products belong together.
Modern companies don't suffer from a lack of SaaS tools—they suffer from manual glue work between tools. RevenueOS, FinanceOps, and SupportOS demonstrate how autonomous agents coordinate across silos safely.
02 / Product Principles
Governing rules for AI-native operating systems.
AI + deterministic software
Semantic extraction handled by models; math, validation, and database state enforced by strict code.
Humans at consequential boundaries
Zero unreviewed financial disbursements or customer-facing writes on low confidence scores.
Deep observability
Full runtime trace visualization with replayable checkpoints and audit logs.
Durable workflows
Long-running multi-agent workflows backed by Postgres transactional outbox and Celery workers.
Progressive authority
Systems start in shadow evaluation mode and earn autonomous write permissions after measured proof.
03 / Collaboration
What I'm interested in discussing.
Open to conversations across product, engineering, and commercial expansion.
01Product Collaboration
Co-building AI workflow tools or embedding intelligent operation layers into vertical SaaS.
02Technical Partnership
Architecture design, agent integration, or evaluating outbox patterns and durable systems.
03Founding / Product Direction
Exploring market opportunities in autonomous back-office operations and vertical AI products.
04Investment Interest
Conversations with early-stage operators, angels, and funds interested in AI-native operating systems.
05Distribution & GTM
Partnering on industry-specific deployment across logistics, healthcare, agency, or enterprise ops.
Product & Partnership Conversation
Interested in what I'm building? Let's connect.
Schedule a 30-minute introductory conversation to discuss product thesis, technical collaboration, or partnership opportunities.
High-signal product & architecture discussion.Exploring technical collaboration, vertical SaaS integration, or the intelligent operations roadmap. Direct conversation with no sales pitch.
✓ 30-minute product conversation · Direct calendar confirmation