Agentic AI Architecture for SMBs

The AI agents
your business needs,
finally built right.

Most SMBs either can't afford Big Consultancy or can't justify another $50K SaaS tool that doesn't integrate. We bridge that gap. Architecture, implementation, and governance — for businesses that actually need AI to work.

"Enterprise companies have AI architects, agents in production, and governance frameworks. SMBs have a ChatGPT subscription and a spreadsheet."

That gap isn't because small businesses don't need agentic AI. It's because the people who know how to build it charge like they still work for Accenture. Critical Path Foundry was built to close that — architecture and implementation for the businesses that actually need it, at a price that makes sense.

From decision to production, in the right order.

01

Architecture Assessment

We map your workflows, identify where autonomous agents create real leverage, and design the right architecture for your stack and risk tolerance. Not a template. A real system built for how your business actually works.

02

Implementation

We build or configure the agentic system end-to-end — orchestration, integrations, memory, guardrails. We don't hand off a roadmap and walk away. The agent works before we're done.

03

Governance & Handoff

Every production agent needs audit trails, escalation paths, and oversight logic. We build the governance layer in from the start — so your team understands what the agent is doing and why, and can trust it.

04

Ongoing Optimization

Agent performance degrades without monitoring. We track task completion, escalation rates, and ROI — and iterate the system as your business and your AI tooling evolve.

Built for specific problems, not generic AI

E-commerce & Retail

Inventory agents that trigger restocks, dynamic pricing agents, customer service agents that handle tier-1 inquiries, and post-purchase engagement agents that run reactivation without your team. For Shopify, Magento, WooCommerce, and BigCommerce merchants.

Professional Services

Law firms, consultancies, accounting practices, agencies. Intake agents that qualify leads and book consultations 24/7, document drafting agents that work from your templates and playbooks, research agents that prep clients before every call.

Operations & Logistics

Supply chain and field service businesses where agents act across multiple systems — ERP, dispatch, route planning, client comms. Autonomous workflow orchestration across fragmented tooling with audit trails your legal team can actually read.

The output, not the presentation

Most AI consulting firms measure success in slide decks. We measure it in agents running in production.

73% of SMBs see
measurable gains
in 90 days

Industry benchmark — agents deployed with real integration, not plugged into a dashboard.

8–15x Year 1 ROI
on integration
investment

Not a projection — a result of replacing busywork with autonomous execution across core workflows.

$25–35K tailored annual
engagement —
not a menu

Fixed-scope work with a named team. No partner overhead, no offshore handoffs, no change-order surprises.

Not another chatbot vendor

The AI consulting market has two ends: offshore firms that will build you something shiny that doesn't integrate with anything, and tier-1 consultancies that will charge you $200K to tell you what to build. Critical Path Foundry is neither.

We work with the people who run the business — owners, operators, heads of — not just the technical team. Because an agentic system that doesn't fit your actual workflow won't get used. And an agentic system without governance is a liability.

Our founder has shipped production AI systems, authored books on AI security, and spent years advising enterprise merchants at Adobe. We've seen what works. And more importantly, we've seen what fails at scale.

  • Multi-agent orchestration, not a single chatbot wrapper
  • Governance and audit trails built in from day one
  • Clear escalation paths and human-in-the-loop logic
  • Production systems, not proof-of-concept demos
  • Aligned to your tools, your data, your workflows
  • No agent sandboxes with no recovery path when they fail
  • No "we'll improve it later" governance — that's where breaches happen

Every business that runs on software should have AI agents running alongside it. Critical Path Foundry builds the systems that make that real — not next quarter, not when the budget clears. Now.

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