SERVICES / 003 — AI INTEGRATION

Wire AI into the systems you already run.

No rip-and-replace. We connect models to your ERP, your ticket queue, your data warehouse — and ship working automation in weeks, not quarters.

WHAT WE BUILD

Retrieve. Reason. Act.

Every useful AI integration follows the same pattern: pull the right context from your systems, let a model reason over it, then take an action a human can audit. We've built that loop enough times to make it boring — which is exactly what production should be.

I.01

Workflow Automation

Agents that work your queues — invoices, claims, tickets, onboarding — with human checkpoints exactly where you want them.

  • Exception-first design: escalate, don't guess
  • Full evidence trail on every action
  • Measured in hours saved, not demos
I.02

Analytics & ML Pipelines

From raw operational data to models in production — forecasting, anomaly detection, and the plumbing that keeps them honest.

  • Warehouse-native pipelines
  • Drift monitoring built in
  • Dashboards your operators actually read
I.03

LLM API Orchestration

One integration surface across every model provider — with retries, fallbacks, budgets, and observability handled below your application.

  • Provider-agnostic interface
  • Cost budgets & alerts per workload
  • Latency-aware failover
I.04

Model Selection & Routing

The right model per request, decided in real time by the Axiron framework — quality where it matters, economy where it doesn't.

LIVE / AGENT TRACE

Watch an agent show its work.

Production agents shouldn't be black boxes. Every integration we ship exposes its reasoning — what it saw, what it decided, and why — so your team can audit any action after the fact.

axagent — task runner
No Rip-and-Replace

Your stack stays. It just gets smarter.

We integrate against the systems you've already bought, secured, and trained people on — AI as a layer, not a migration.

INTEGRATION SURFACES

Where we plug in.

Runs over private connectivity. Integration traffic rides the same peered fabric as everything else we build — your operational data never crosses the public internet to reach a model.
ENGAGE

Pick the queue that hurts most.

Bring us one painful workflow. We'll scope the integration, name the checkpoints, and give you a working pilot before you commit to more.

Schedule Consultation See Context Engineering