AI-Native Architecture for
B2B SaaS Platforms.
Transform your software product with native AI copilots, multi-tenant vector search, and usage-based billing infrastructure built for hyper-growth startups and enterprise platforms.
How we engineer world-class SaaS applications.
SaaS Product Architecture
Design multi-tenant data isolation schemas, Stripe billing models, and API rate limiters.
Copilot & Streaming Engine
Scaffold low-latency server-sent events (SSE) streaming with optimistic frontend UI states.
Observability & Tracing
Instrument Langfuse user telemetry and Datadog real-user monitoring (RUM).
Enterprise Launch & Scale
Deploy multi-region Kubernetes clusters with auto-scaling to handle 100,000+ daily active users.
High retention, low churn, seamless scalability.
AI-Native In-App Copilots & Slash Commands
Seamless embedded copilots, autocomplete intelligence, and natural language command palettes running with sub-100ms streaming responses.
Multi-Tenant Vector Search & Isolation
Row-Level Security (RLS) partition schemas ensuring corporate customers query only their indexed data without cross-tenant leakage.
Usage-Based Token Metering & Stripe Invoicing
Real-time Kafka event streams tracking LLM token consumption per workspace with automated Stripe metered billing thresholds.
SOC 2 Type II Evidence Automation
Complete cloud topology audit trails, automated vulnerability scanning, and pre-built integration with Vanta / Drata compliance platforms.
Ready to build an AI-native SaaS product?
Book a product scoping session with our SaaS systems architects.