Skip to content
IronbridgeAI

AI Infrastructure Services

The AI team you plug into your business.

We find the work worth automating, build the systems that do it, and run them once they are live.

Dense cast ironwork of the Iron Bridge seen from below

What we take off your plate

Six things a senior team owns for you, across sales, operations, support and finance.

Architecture and roadmap

We map your operations end to end and design the AI infrastructure to run them, with a 12-month roadmap sequenced by payback.

Unlimited builds

Agents, automations, integrations and internal apps shipped continuously. You submit requests, we build and deploy them.

Systems that grow revenue

Infrastructure that sources pipeline, qualifies leads, follows up instantly and books meetings, wired into your CRM and calendar.

Systems that run operations

Onboarding, tickets, documents, invoicing, reporting and back-office reconciliation handled without manual effort.

Governance and risk

Data handling policies, model evaluation and alignment with SOC 2, HIPAA and the EU AI Act, so you deploy AI without exposing the business.

Vendor and tool selection

Unbiased calls on which models, frameworks and SaaS tools to buy, build or ignore, grounded in your stack and budget.

What's included every month

Architecture, builds and managed operations under one flat fee. No hourly billing, no change orders.

Unlimited build requests
Agents, automations, internal tools and AI features, one active project at a time, queued and prioritized with you.
Managed operations
Monitoring, evaluation, tuning and incident response, so systems keep performing after launch, not just at the demo.
Unlimited advisory
Slack, email and weekly working sessions on models, vendors, hiring, architecture or board prep. No hourly meter.
Quarterly strategy review
A roadmap refresh, an ROI scorecard and a new 90-day build plan presented to your leadership team.
Vendor and hiring support
We sit in on vendor demos, write RFPs, interview AI engineering candidates and review contracts.
Documentation and playbooks
Every workflow, agent and policy is documented in your knowledge base, so your team owns the know-how.

Why an embedded team beats the alternatives

Most companies have tried an AI experiment. Few have AI actually running the business.

Pilots do not compound

Disconnected experiments expire. Each system we ship plugs into the last one, so capability builds on itself.

Generic consultants do not build

Slide decks leave you to find engineers and translate strategy into product. We put architecture, build and operations in one accountable team.

Shipping is only half the job

Models drift, APIs change and edge cases surface after launch. We monitor, evaluate and tune everything we deploy.

Predictable cost, senior talent

One flat monthly fee covers architecture, engineering and operations, with no markup on engineering hours.

Who it's for

Series A to C startups

AI running real operations without the burn of building an internal AI team.

Mid-market companies

$10M to $250M revenue businesses ready to put AI to work across sales, ops and support.

PE-backed portfolio companies

AI-driven margin expansion the sponsor can see inside one hold period.

Traditional industries

Legal, finance, healthcare and manufacturing, where AI execution is the edge, not the idea.

Ready to plug in your AI team?

Book a call and we will scope a flat monthly fee around the size and complexity of your business.