Production Ready · V4.0 · 16 AI Agents

Freight Intelligence Automated.

A fully autonomous multi-agent AI platform that runs the entire US freight brokerage workflow — carrier recruitment, negotiation, tracking, and payment collection — with zero human intervention.

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mk-freight — operations center
LIVE
9
ACTIVE LOADS
$4.2k
TODAY P&L
98%
SUCCESS RATE
08:31✓ MAESTRO — all 16 agents healthy
08:32⚡ Load #4821 Chicago→Dallas — carrier needed
08:32→ Gemini AI: 9-dim risk score 2.1/9 ✓
08:33→ Agent 5: calling MC-882341 (Telnyx)...
08:34✓ Carrier confirmed @ $1,850
08:34→ Agent 7: broker negotiation TQL...
08:35✓ Rate locked $2,270 · Net margin $420
08:35→ n8n: BOL + COI auto-generated & sent
08:35—————————————
08:35✓ Load confirmed in 4m 12s
16
Specialized AI Agents
80%
Reduction in Manual Work
4m
Avg. Load Confirmation Time
24/7
Fully Autonomous Operation
The Problem

Freight dispatch is
broken by design.

Before MK Freight AI
  • Dispatchers manually call 10–20 carriers per load, wasting hours
  • Market rate intelligence is slow, manual, and inaccurate
  • Failed negotiations and carrier no-shows cause costly delays
  • Document collection (BOL, COI) is a constant bottleneck
  • Payment follow-ups require dedicated human effort every day
  • No real-time crisis detection or automated conflict resolution
With MK Freight AI
  • Gemini AI + 16 agents handle recruitment, matching & negotiation autonomously
  • Real-time market data via 123Loadboard & DAT, analyzed by AI in seconds
  • Parallel carrier and broker negotiations with built-in fallback strategies
  • n8n workflows auto-generate & deliver all documents in under 2 minutes
  • Agent 11 sends invoices + automated follow-ups; Agent 13 verifies via Gemini Vision
  • MAESTRO orchestrates 16 agents with 4-level priority escalation 24/7
How It Works

Five stages.
Zero human touches.

Every load passes through an AI-orchestrated pipeline where each agent has a defined role, decision authority, and escalation path.

01

Intelligent Load Intake

Agent 4 (MASTERMIND) runs a 9-dimensional risk analysis using Gemini AI, scores profitability, queries real-time lane rates, and builds a carrier recruitment strategy — in under 3 minutes.

02

Carrier Recruitment & Screening

Agent 1 mines FMCSA for qualified carriers. Agent 2 (Sarah) makes AI voice calls via Telnyx. Agent 3 transcribes via Deepgram and updates the database automatically.

03

Parallel Negotiation Engine

Agent 5 negotiates carrier rates over live phone calls while Agent 7 handles broker negotiations simultaneously — with intelligent counter-offers and real-time fallback logic.

04

Execution, Documents & Tracking

Agent 9 auto-generates BOL, COI, and carrier packets via n8n. Agent 10 tracks shipments in real-time. Agent 12 (JOHN) makes AI enforcement calls on deviations.

05

Payment Collection & Verification

Agent 11 auto-sends invoices and escalates unpaid accounts. Agent 13 verifies every payment screenshot using Gemini Vision with 85%+ confidence threshold.

maestro@mk-freight:~
$python maestro.py --env production
✓ Temporal.io workflow engine online
✓ 16 agents registered & healthy
✓ Supabase (Cloud SQL) connected
✓ Redis cache ready
——————————————
⚡ [08:32] NEW LOAD #4821
› agent4.analyze(load_4821)
  ✓ Gemini: risk=2.1 profit=$420 ✓
› agent_x.classify_destination()
  ✓ Dallas TX → Grade B+ · risk LOW
› agent5.call_carrier(MC-882341)
  ▶ Telnyx call → Deepgram STT live
  ✓ Carrier rate $1,850 confirmed
› agent7.negotiate_broker(TQL)
  ✓ Broker rate $2,270 locked
› agent9.send_carrier_packet()
  ▶ n8n: BOL + COI generated → sent
——————————————
✓ LOAD CONFIRMED · 4m 12s · $420 net
The Intelligence Layer

16 specialized agents.
One orchestrated mind.

Every agent has a defined scope, escalation rules, and communication protocol. Orchestrated by MAESTRO using Temporal.io workflow engine.

AGENT-0
MAESTRO
Master orchestrator. Runs on Temporal.io, manages 4-level priority queues, detects conflicts, and coordinates all 15 downstream agents in real-time.
★
AGENT-4
THE MASTERMIND
Core decision engine powered by Gemini AI. Runs 9-dimensional risk analysis on every load, scores profitability, queries real-time lane rates from 123Loadboard.
★
AGENT-1
THE MINER
Continuously mines FMCSA database for qualified carriers. Filters by safety rating, insurance status, authority type, and lane history. Feeds Agent 2.
AGENT-2
THE RECRUITER (Sarah)
AI voice agent powered by Telnyx. Makes outbound calls to carriers, delivers a scripted pitch, and routes qualified candidates to Agent 3 for logging.
AGENT-3
THE SCRIBE
Sole database writer after calls. Uses Deepgram Nova-2 for STT and Gemini Flash for analysis. Transcribes, extracts structured data, and persists to Supabase.
AGENT-5
CARRIER NEGOTIATOR
Live AI voice negotiation via Telnyx. Handles rate anchoring, pre-check protocols, and multi-turn fallback strategies to confirm carrier rates.
AGENT-6
THE LISTENER
Monitors and transcribes all Agent 5 calls in real-time via Deepgram + Gemini. Detects tone shifts, commitments, and updates carrier status in the database.
AGENT-7
BROKER NEGOTIATOR
Handles all broker communications in parallel with carrier negotiations. Uses intelligent counter-offer logic and dynamic rate anchoring strategies.
AGENT-8
DEAL ANALYZER
Real-time deal evaluation: margin analysis, carrier reliability score, exposure risk, and final go/no-go decision with Gemini-powered reasoning.
AGENT-9
THE ADMIN
Automated document pipeline via n8n workflows. Generates BOL, COI, and carrier packets, verifies completeness, and delivers to all parties within minutes.
AGENT-10
THE TRACKER
Real-time shipment monitoring. Proactive ETA updates, deviation detection, and automatic escalation to Agent 12 when carriers go off-route or silent.
AGENT-11
THE COLLECTOR
Autonomous invoice generation and payment tracking via n8n. Multi-stage follow-up sequences with automatic escalation for overdue accounts.
AGENT-12
JOHN — THE ENFORCER
AI voice enforcement agent. Makes outbound calls via Telnyx on delivery deviations, delays, and compliance issues. Operates with zero human oversight.
AGENT-13
PAYMENT VERIFIER
Verifies every payment screenshot using Gemini Vision. Auto-approves at 85%+ confidence, flags anomalies, and maintains a full audit trail in Supabase.
AGENT-X
DESTINATION CLASSIFIER
Proprietary destination intelligence engine. Classifies every destination by difficulty, operational risk, and historical performance using Google Search API + Gemini.
★
AGENT-Y
INTELLIGENCE OFFICER
Real-time market intelligence. Monitors weather, traffic, fuel prices via OpenWeather + EIA APIs. Feeds critical context to Agent 4 before every load decision.
★
Platform Capabilities

Built for real freight.
Powered by real AI.

🧠
Gemini AI at the Core
Google Gemini Flash powers risk analysis, call transcription, payment verification, and destination intelligence across the entire platform.
⚡
Temporal.io Orchestration
MAESTRO runs on Temporal.io, providing durable workflow execution, automatic retries, and fault-tolerant agent coordination at scale.
🎙
AI Voice Intelligence
Telnyx + Deepgram Nova-2 enable real-time AI voice calls for carrier recruitment, live rate negotiation, and enforcement — all fully autonomous.
🔗
n8n Workflow Automation
8 n8n workflows handle document generation, payment tracking, reconciliation, and cross-agent data flows with visual, auditable pipelines.
🛡
9-Dimensional Risk Engine
Every load is scored across 9 risk dimensions before any commitment. Conflict detection and automatic resolution prevent costly mistakes.
📊
Real-Time Market Intelligence
Bot 3 pulls live rates from 123Loadboard and DAT. Agent Y monitors fuel prices (EIA), weather, and traffic to inform every single load decision.
Infrastructure

Built to run on
Google Cloud.

The platform is designed for Google Cloud infrastructure — from Gemini AI at the intelligence layer to Cloud Run for containerized agents and Cloud SQL for persistent data.

Google Cloud Platform / Production Infrastructure
✓ GCP Native
🤖
Gemini AI (Flash & Vision)
LLM + Vision for all 16 agents
☁
Cloud Run
Containerized agent deployment
🗄
Cloud SQL (PostgreSQL)
Primary operational database
🔍
Custom Search API
Broker intelligence & research
Google Gemini Flash Gemini Vision Cloud Run Cloud SQL Google Custom Search API Python 3.12 Temporal.io FastAPI n8n Workflows Telnyx Voice Deepgram Nova-2 Redis Supabase FMCSA API 123Loadboard Telegram Bot API Docker & CI/CD
System Architecture

Production-grade stack.
Zero compromises.

AI & Intelligence
Google Gemini Flash 1.5
Gemini Vision (payment verify)
Deepgram Nova-2 (STT)
Groq LLaMA 3.3 (fallback LLM)
Telnyx (AI voice calls)
Orchestration & Automation
Temporal.io (workflow engine)
n8n (8 automation workflows)
3 Telegram Bots (ops/finance/market)
Redis (cache + BullMQ queues)
Docker + GitHub Actions CI/CD
Data & Integrations
Cloud SQL / Supabase (PostgreSQL)
Cloudflare R2 (audio/doc storage)
FMCSA API (carrier verification)
123Loadboard + DAT (market rates)
Wise API (payment reconciliation)
Open for partnerships & enterprise pilots

The future of freight
is autonomous.

MK Freight AI eliminates manual dispatch for US freight brokerages. Let's discuss how to deploy this in your operation.

Dispatch@mkfreightsolutions.me Explore the platform