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SDVOSB / DVBE
AI-Dynamics, Inc.

What We Do

Four pillars. Each one delivered by people who’ve done it before.

No 40-vertical sprawl. Four things we’re actually good at — explained in the language of the people who’ll have to operate what we deliver.

Custom agents and MCP servers wired to your real systems

Agentic AI

We build production-grade agents that do real work — not demos.

We help you with

  • Multi-step agents that read, decide, and act across your tools
  • MCP servers exposing your internal systems to any LLM client
  • Eval harnesses so you measure quality, not vibes

What this looks like

  • ·A vertically-focused operations agent that replaced four SaaS integrations
  • ·An internal documentation agent grounded in private Git repos
  • ·A research-and-summarize agent for an executive team

AIOps for the people who actually run the network

AI for Network & Data Center Ops

We turn telemetry into decisions, not dashboards.

We help you with

  • Closed-loop automation against your existing Cisco / vendor stack
  • Anomaly detection grounded in real config and flow data
  • Runbook agents that triage L1/L2 before a human pages

What this looks like

  • ·A data-center topology assistant grounded in live config snapshots
  • ·A capacity-planning model fed from streaming telemetry
  • ·A change-risk classifier wired to ServiceNow change records

Practical AI for fitness, retail, and services SMBs

AI for SMB Operations

AI that saves your front-line staff time, not a chatbot for your homepage.

We help you with

  • Campaign and outreach automation that respects your brand voice
  • CRM, scheduling, and POS integrations stitched into one workflow
  • LMS / training audits and remediation for franchise networks

What this looks like

  • ·Multi-location email campaign automation for a fitness franchise
  • ·An LMS audit and remediation plan for a national training program
  • ·A back-office reconciliation agent for a multi-vendor retailer

Pragmatic AI strategy without the McKinsey deck

AI Strategy & Advisory

A short, technical engagement that ends with a decision, not a roadmap.

We help you with

  • AI readiness assessments grounded in your real systems
  • Build-vs-buy and vendor-selection guidance with skin in the game
  • Fractional-CTO support for AI-adjacent product decisions

What this looks like

  • ·A 30-day AI readiness assessment for a mid-market services firm
  • ·Build-vs-buy guidance for a regulated-data use case
  • ·Ongoing fractional-CTO support for an AI-first startup

How We Engage

Discovery → Pilot → Scale.

Every engagement starts with a tightly scoped discovery: we review your real systems and write a short memo that names the problem and proposes a pilot. Pilots are time-boxed and outcome-defined. Only after a successful pilot do we discuss scale.

Partner firms engage under our Master Collaboration Agreement — Prime/Sub, Teaming, or referral, with per-deal Schedules that name roles, scope, and economics.