Engineering Capabilities
The engineering underneath the systems we ship.
This page is for the person who has to approve the architecture, whether that’s your CTO, a technical advisor or you. Each item below is something we have built into production systems, with a line on what it means in practice.
Architecture & Infrastructure
Cloud-Native Isolation
Multi-tenant systems where each client, brand or site keeps its data separate, enforced in the infrastructure rather than left to application code.
Event-Driven Systems
Orders, payments and stock changes trigger the next step automatically through queues and webhooks, so one slow service doesn’t hold up the rest.
RLS Security
Row-level security in PostgreSQL: the database itself decides which rows each user can see or change, so a bug in the app can’t expose another tenant’s data.
AI System Orchestration
Bedrock / LLM Agents
AI agents built on Amazon Bedrock and other model APIs, with defined tools, controlled context and proper error handling when a model call fails.
Structured Prompt Pipelines
Prompts written and versioned like code, with validation at each step, so the same input produces consistent, reviewable behavior.
Schema Validation
Every AI output is checked against a strict schema before it reaches your database. Malformed or incomplete responses are rejected, not saved.
Compliance & Governance
Audit Trails
Database-level audit logs that record who changed what and when, stored so entries can’t be quietly edited. Useful when a regulator, auditor or client asks for evidence.
Role Isolation
Role-based access with least privilege: staff get the access their job needs and nothing more, checked at more than one layer.
Data-Layer Enforcement
Security rules live in the database and infrastructure as well as the application, so they still hold if application code changes.
Enterprise Integrations
Financial Connections
Bank balances and transaction history pulled in with the account holder’s permission through Stripe Financial Connections or Plaid, instead of exported and re-keyed by hand.
Cloud Storage
Object storage for documents and files with versioning, retention rules and time-limited signed links instead of public URLs.
Secure API Layers
Authenticated, rate-limited APIs with request validation and monitoring, so partners and internal systems exchange data without manual exports.
Core technology stack
Want a technical second opinion?
Share your current architecture or requirements. A senior engineer will review them and tell you plainly what we would keep, change or add.