AI Product Delivery
We help you go from concept to launched product fast, using AI where it accelerates execution without sacrificing quality.
Service Model
Built around your operating model
We run delivery with engineering discipline and commercial clarity. Every engagement starts with architecture and outcomes, not arbitrary hours.
Integration Architecture
We design reliable data contracts and event flows across CRM, ERP, finance, and external partner APIs.
AI Workflow Enablement
We help you pick the right AI use case, build it, and harden it for production.
AI Safety & Governance
We design practical guardrails for AI usage: scoped data access, approval workflows, redacted logs, and audit-ready evidence across teams and clients.
Operational Dashboards
Real-time reporting and decision dashboards for leadership and delivery teams.
Reliability and DevOps
Deployment safety, uptime hardening, monitoring, and incident-ready operations.
Legacy Modernization
Incremental replacement strategies that avoid big-bang rewrites and preserve business continuity.
Maintenance & Support
Ongoing care for production systems: dependency updates, performance tuning, security patches, and feature iteration so your product stays healthy after launch.
Panic Stations
Lost codebases, gnarly production bugs, inherited systems with no documentation. When something is broken and nobody knows why, we get in fast and fix it.
Products
Products we ship
Business Automation
15 pre-built automations every business needs. AI-powered. Runs on open-source n8n — you own it forever. Plus custom integrations with TRADACOMS EDI, Sage 50, and more.
MCPlexer
Secure MCP gateway for AI agents. Directory-scoped routing, deny-first access control, encrypted credentials, and full audit trail. Stops cross-client data leaks by design.
MCP Server Development
Custom MCP servers that connect your AI agents to internal tools, APIs, and databases — with OAuth, rate limiting, and production-grade error handling.
Need the right architecture before build starts?
Book a strategy call and we will map your current constraints, system risks, and delivery plan.