Services

Every engagement is bespoke. Every engagement starts with a paid, fixed-scope discovery so you decide on evidence, not a pitch.

⇄ AI for Network & IT Operations

Vendor AI works on that vendor's gear. Platforms are priced for the Fortune 1000. We build agents for the network you actually run — mixed vendors, a NetBox or a spreadsheet, and a small team — with the guardrails that make them safe to use.

NetOps AI readiness assessment — fixed scope, fixed fee
Alert triage and correlation: from alert storm to one incident with cited evidence
Read-only NOC copilots over your telemetry, logs, and source of truth
Guardrailed change automation: validated diffs, human approval, confirmed commits with automatic rollback
Hardening and maintaining the in-house automation scripts your operations already depend on

◆ Private AI & Integration

Off-the-shelf AI connects to popular SaaS. Your business also runs on systems nobody ships a connector for. We connect AI to those systems and deploy it where your data rules allow.

Claude rollouts inside your own AWS or Google Cloud account, or direct
Custom connectors (MCP servers) for line-of-business, legacy, and on-premise systems
Local and open-weight models on your hardware for air-gapped or no-egress environments
Data governance: what AI may reach, access scopes, audit logging, and an AI use policy
Document intake, summarization, and workflow automation with human review

⚙ Custom Software & Modernization

When off-the-shelf tools don't fit, we build what does — and we modernize the tools that have quietly become critical.

Internal tools and operational platforms
Replacing Microsoft Access databases and fragile spreadsheets with web apps on a real database
API development and system integration
Fixed-price phases, with the code and documentation handed over to you

🔍 Network Engineering & Automation

The foundation AI depends on. Two decades of Juniper and service-provider operations, applied to your network.

Source of truth: NetBox design, data cleanup, and migration
Ansible, NETCONF/YANG, and Python automation with runbooks
Monitoring gap assessments and modernization plans
BGP, MPLS, and IS-IS design review, health checks, and operational tooling

Let's scope your project

Every engagement starts with a conversation. Tell us about your systems and what's not working.

Book a Discovery Call