AI Operations

You already have an edge. We make it permanent.

Custom AI that works inside your existing tools. Nothing new to learn. Supply-chain-deep, industry-flexible — built for how YOUR business actually runs.

What we build

Four capabilities. Every build is custom to your operation.

We're supply-chain-deep but industry-flexible — freight, manufacturing, defense, government, real estate, professional services, field service. The capability categories below are how we think about the work. The actual build always starts with your workflow.

AI Agents

Autonomous agents that live inside the chat tools you already use — Telegram, WhatsApp, Slack, Microsoft Teams. They listen, classify, and act without anyone clicking a dashboard.

Example flow

  1. 01Field worker sends "job complete" with a photo in the team chat
  2. 02Agent verifies the photo, updates the work-order system, notifies the customer, and queues the next assignment
  3. 03Dispatcher gets a one-line exception report at end of day
  • ·Hours of manual dispatcher work reclaimed each week
  • ·Status updates without anyone retyping into a system
  • ·Audit trail and timestamps captured automatically

Workflow Automation

Connects the tools you already pay for. Sheets, CRMs, ERPs, accounting, supplier portals, custom databases — events in one trigger actions in another, on a schedule or in real time.

Example flow

  1. 01New order lands in your CRM or e-commerce platform
  2. 02System checks inventory, reserves stock, generates the picking list, schedules pickup, and emails the customer their tracking number
  3. 03Order-to-fulfillment cycle compressed from hours to minutes
  • ·End-of-day reconciliation work disappears
  • ·Stock-outs and over-orders both go down
  • ·No new platform — you keep your existing tools

Document AI

Extract, validate, and generate the documents that move your business — invoices, contracts, leases, certificates of insurance, intake forms, compliance docs, vendor onboarding packets.

Example flow

  1. 01Vendor sends a certificate of insurance, lease, or contract
  2. 02AI extracts key terms, validates them against your policy, flags conflicts, schedules expiration reminders, and files everything where it belongs
  3. 03Document review drops from days to minutes
  • ·Renewal and expiration dates stop slipping
  • ·Compliance reviews documented automatically
  • ·Vendor and tenant onboarding accelerates

Knowledge Systems

Your business's institutional memory, searchable in plain language. Past customer history, vendor performance, SOPs, compliance documents, prior incidents — queryable from any conversation.

Example flow

  1. 01Tech, sales rep, or account manager asks a question in Slack or Telegram
  2. 02System pulls relevant install history, prior tickets, contract terms, and warranty status — and answers in seconds, with sources
  3. 03Tribal knowledge stops walking out the door
  • ·Time finding answers replaced by time solving problems
  • ·Onboarding new staff cuts in half
  • ·Knowledge captured before turnover, not after

Industries we work with: Freight & logistics · Manufacturing · Defense contractors · Government & public sector · Distribution & warehousing · Real estate & property management · Field service · Professional services

Where it runs

Three deployment models. We pick the right one for your data.

Most automation shops only know cloud. We deploy three ways depending on data sensitivity, internet reliability, and what your contracts require. We help you pick the right one during the discovery call.

Hosted

Runs on our infrastructure.

Fastest to deploy. We handle the servers, the model, the uptime — you connect your existing tools and start using it. Default for most builds.

Best fit

Most SMB and ops-heavy teams

Hybrid

Runs on your hardware, calls cloud AI.

The system lives inside your network. AI inference happens in a vetted cloud provider (OpenAI, Anthropic, or Ollama Cloud). Your operational data stays under your control.

Best fit

Compliance-conscious teams, mid-size carriers, multi-site operations

On-premise

Everything runs inside your network.

No cloud. No data leaving the building. Open-weights models running on hardware you own, managed remotely over a secure VPN tunnel. Built for environments where data residency is non-negotiable.

Best fit

ITAR / DoD cargo, CUI environments, defense subcontractors, large fleets

Carriers and contractors can migrate between models as they grow or as compliance requirements shift. You're not locked into the one you start with.

Our Approach

From conversation to AI in 4 steps.

  1. 01

    Listen

    Two questions to start: what do you do better than competitors, and what's stopping you from doing more of it. A free thirty-minute conversation, not a sales pitch.

    Free 30-min conversation

  2. 02

    Map

    We study your operation, identify the friction, and build a one-page ROI projection with YOUR numbers — not generic case studies from someone else's business.

    One-page ROI projection

  3. 03

    Build

    Thirty days of build time. We integrate into the tools and workflows you already run — nothing new to learn, no platform migration. Weekly demos show exactly what the AI caught, what it routed, and what it saved.

    30-day build

  4. 04

    Run

    Ongoing managed service. The AI gets smarter every week from your real operations. Monthly value reports show exact ROI in dollars and hours.

    Monthly value reports

Project Intake

Let's talk about your operation.

Tell us what's slowing you down and we'll show you what AI can change. Free 30-minute call. No pitch — just a direct conversation about what you actually need.

Pick one or more. Don't overthink it.