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Early access · mid-market freight brokerages

Move 25 loads per rep, not 10.
Close books in 2 days, not 2 weeks.

The modern operating platform for freight brokerages tired of reconciling McLeod, QuickBooks, and three spreadsheets every month.

Be first to see the platform. No spam. See how it works →
app.muv.ai/operations
live
Gross margin · MTD
14.2%
+1.8 pts
vs last month 12.4%
Loads moved · MTD
1,284
+217
avg 24.7 / rep
Days sales outstanding
28 d
−6 d
target ≤ 30
AR aged 60d+
$84,120
−$41k
3 invoices flagged
Live load P&L
updated 2s ago
LoadLaneRevCostMargin
L-84217SHE → LGB$4,820$3,960+17.8%
L-84219DAL → ATL$2,100$1,870+11.0%
L-84221LAX → PHX$1,640$1,680-2.4%
L-84224ORD → NYC$3,250$2,640+18.8%
L-84226SEA → DEN$2,880$2,420+16.0%
L-84228MIA → ATL$1,920$1,805+6.0%
Agent activity
4 agents · running
Quoter
Drafted quote for ACME — Shenzhen → LB
0:04 ago
awaiting approval
Sourcing
Booked JBH Trucking, L-84224 (97% on-time)
0:12 ago
auto
Tracker
Check call: driver 28 mi out of Atlanta
1:40 ago
nominal
Audit
Carrier bill mismatch on L-84197 ($214)
3:22 ago
dispute filed
Collections
Invoice 40-dunning sent to Sino-Freight
7:05 ago
sent
Agent rationale · GPT-4 class
“Load L-84221 is trending unprofitable at −2.4%. Rate was set against Apr benchmarks; lane spot is now $1,780 avg. Recommend re-price to $1,860 on next tender.”
muv margin intelligence · lane: LAX → PHX · source: last 34 loads
The problem

Your stack wasn't built for how you operate today.

If any of this sounds like your Monday morning, you're running the right business on the wrong software.

01

Your data lives in 4 places

Loads in McLeod. Invoices in QuickBooks. Carriers in a spreadsheet. Rates in another spreadsheet. Month-end close takes a week, and the numbers still don't tie out.

McLeodQuickBooksSheetsEmail
02

Your team drowns in manual work

Dispatchers copying rate cons into your TMS. AR chasing invoices through email. Ops reps on hold with receivers. Accounting reconciling carrier bills line by line. That's 30% of your payroll going to work a machine should be doing.

rate conscheck callsbill recondunning
03

Your margin is invisible until it's too late

By the time your month-end reports show which lanes and customers are losing money, you've already lost it. Real-time visibility shouldn't be a premium feature.

lane P&Lcustomer netcarrier spread
Why now

The brokers winning in 2026 aren't running on 2015 software.

Freight margins have compressed from 18% to 12% over the past three years. Broker shutdowns hit a decade high in 2024. Meanwhile, the top 1% of brokerages are running on modern platforms with AI agents handling quoting, sourcing, tracking, and collections — moving 2–3× the freight per headcount.

The gap between brokers using modern tools and those stuck on legacy stacks is widening every quarter. This isn't a trend. It's a restructuring.

12%
Avg mid-market broker margin in 2026, down from 18% in 2022
90%+
Automation rate top brokers are achieving with AI agents
30–40%
Back-office time savings reported by brokers on modern platforms
Results

The numbers that matter.

Three outcomes your CFO and your ops lead both care about. Every number is defensible against industry benchmarks.

2–4%
margin lift

Margin improvement in the first 90 days

Real-time load-level P&L catches unprofitable lanes, customers, and carriers before month-end. You stop bleeding money on contracts that shouldn't exist.

  • Load-level gross margin, live
  • Lane + customer net margin
  • Alerting on sub-benchmark loads
60%
less manual work

Reduction in back-office manual work

AI agents handle quoting, carrier sourcing, appointment scheduling, check calls, invoice audit, and collections. Your team handles exceptions and relationships.

  • Quoter, Sourcing, Tracker, Audit, Collector
  • Human-in-the-loop controls
  • Escalations routed automatically
2 weeks
to first value

Implementation — 60-day full migration

Pre-built migrations from McLeod, Aljex, MercuryGate, Turvo, and 3Gtms. Deep QuickBooks and NetSuite integration. You keep what works, replace what doesn't — on your timeline, not ours.

  • Pre-built TMS migrations
  • Two-way QuickBooks + NetSuite
  • Staged rollout, no big-bang
Outcomes reflect expected results based on industry benchmarks and early pilot programs. Your results will depend on your current stack and operational baseline.
Product

Everything you need. Nothing you don't.

Five surfaces, built for the operators who'll use them daily and the evaluators doing diligence.

01 · Intelligence

Real-time margin intelligence

See margin by load, by lane, by customer, by carrier — updated the instant a rate changes or a cost hits. Stop closing books to find out what happened. Start seeing it as it happens.

Capabilities
  • Load-level P&L
  • Lane & customer profitability
  • Real-time margin alerts
  • Historical trending
  • Export to QuickBooks / NetSuite
Margin by lane · last 30 dayslive
SHE → LGB
$182k+17.8%
ORD → NYC
$96k+18.8%
DAL → ATL
$64k+11.0%
LAX → PHX
$41k-2.4%
SEA → DEN
$54k+16.0%
02 · Carriers

AI-powered carrier intelligence

Every carrier scored on every lane using multi-broker performance data. Know who actually shows up, who bills accurately, and who's been flagged for fraud — before you tender the load.

Capabilities
  • Carrier performance scoring
  • Fraud & double-brokering detection
  • Rate benchmarking
  • Lane-specific reliability
  • Automated carrier vetting
Carrier scoring · LAX → PHX4 results
97
JBH Trucking
MC-294531 · On-time 98%
approved
89
Pacific Line Express
MC-184209 · On-time 92%
approved
62
Midway Haulers
MC-540118 · On-time 71%
watch
24
Sunrise Freight
MC-772341 · 4 fraud flags
fraud risk
03 · Agents

Agentic workflow automation

Our AI agents quote loads, source carriers, negotiate rates, schedule appointments, and run check calls — 24/7, inside your workflows. Your team approves the decisions that matter and handles exceptions.

Capabilities
  • Quote generation from email
  • Carrier sourcing & negotiation
  • Voice-based check calls
  • Appointment scheduling
  • Collections follow-up
  • Full human approval controls
Agent activity feed5 running
Quoter
Drafted 3 quotes from ACME inbound RFQ
2s ago
awaiting approval
Sourcing
Negotiated $1,860 → $1,790 with JBH Trucking
4m ago
booked
Tracker
Voice check call: POD received, L-84198
12m ago
complete
Collector
40-day dunning: Sino-Freight Intl.
1h ago
sent
Audit
Carrier invoice mismatch $214 · L-84197
3h ago
dispute filed
04 · Cash

Automated freight audit & collections

Every carrier invoice is audited against the rate confirmation, accessorials, and contract terms. Every customer invoice is aged and chased automatically. Your AR team stops being a call center.

Capabilities
  • Three-way invoice matching
  • Automated dispute filing
  • Collections automation
  • DSO tracking
  • Cash application
AR aging · freight audit3 flagged
0–30 d
$412k
31–60 d
$184k
61–90 d
$52k
90+ d
$32k
Invoice mismatch · auto-dispute filed
Carrier billed $3,214 on L-84197. Rate con: $3,000 + $200 detention. Overcharge of $14.
05 · Integrations

Your existing stack, connected

Deep, two-way integrations with the TMSs you're migrating from, accounting systems, load boards, and visibility platforms. Keep what works. Replace what doesn't. On your timeline.

Capabilities
  • TMS migrations: McLeod, Aljex, MercuryGate, Turvo, 3Gtms
  • Accounting: QuickBooks, NetSuite, Sage
  • Load boards: DAT, Truckstop
  • Visibility: MacroPoint, Project44, FourKites
  • EDI support
Integrations · all two-way14 active
TMS
McLeod
Aljex
MercuryGate
Turvo
3Gtms
Accounting
QuickBooks
NetSuite
Sage
Load boards
DAT
Truckstop
Visibility
MacroPoint
Project44
FourKites
Want a deeper look?
Get early access when we open enrollment.
We review every email. No spam.
Who it's for

Built for mid-market freight brokerages.

Not 2-truck fleets. Not Fortune 500 shippers. The brokers between those two — where the tooling gap is widest.

$10–50M FUM

Growing brokerages

You've outgrown basic tools. You need a platform that scales with you — without enterprise pricing or 18-month implementations.

  • Replace 3–5 point tools
  • Modern UX your dispatchers will use
  • Month-to-month, cancel anytime
$50–500M FUM

Established mid-market

You're running on a stack cobbled together over the years. You need a modern platform that replaces 3–5 tools and gives your team real leverage — without a painful migration.

  • Pre-built TMS migrations
  • Phased rollout by desk or region
  • Dedicated migration engineer
Vertical specialists

Specialized freight

Your vertical has workflows generic TMSs can't handle. We've built native support for reefer, flatbed, hazmat, and final mile.

  • Temperature compliance
  • Permit & hazmat documentation
  • Specialized carrier pools
Coming 2026Asset-based carriers · freight forwarders · specialized 3PLs
How we compare

You're comparing 3–5 tools. So are we.

Here's how we position against each category you'll evaluate. No trash talk — just the tradeoffs.

vs. Legacy TMS
McLeod · Aljex · MercuryGate · 3Gtms
Agentic, not transactional
Them

Legacy TMSs digitize manual processes but don't eliminate them. They were built for a pre-cloud, pre-API world.

muv

We're built AI-first from the ground up. Agents handle the work their platforms just track.

vs. AI-agent startups
Augment · Vooma · HappyRobot
One platform, not bolt-on
Them

AI-agent companies sit on top of your existing TMS. Great features, but they can't fix fragmented data or broken workflows underneath.

muv

We unify operations, finance, and intelligence in one platform. The agents run on a foundation designed for them.

vs. Horizontal ERP
NetSuite · Oracle · SAP
Vertical, not generic
Them

Horizontal ERPs have a logistics module bolted on. It doesn't fit how brokers actually operate.

muv

We're purpose-built for freight. Every feature, every integration, every workflow designed for the way your business runs.

ROI calculator

Calculate your savings.

Conservative estimates tied to your actual operation. Drag the sliders — everything updates live.

Loads per month800
Avg revenue per load$2,400
Ops / accounting headcount18
Estimates based on industry benchmarks — 2–3% margin lift, 30% back-office reduction, 1.5% carrier audit recovery. Actual results depend on your current stack and operational baseline.
Est. annual savings
Recommended: Platform
$1,290,960
Margin improvement
2–3% of freight revenue
$576,000
Back-office reduction
30% of team cost
$421,200
Audit recovery
1.5% of carrier spend
$293,760
Platform cost
$7,800 / mo
Payback period
1 months
Design partner program

We're building this with operators, not for them.

We're working closely with a select group of mid-market freight brokerages to build the operating platform that should have existed five years ago.

We're not looking for beta testers. We're looking for operators who are serious about transforming how their brokerages run — and who want a seat at the table while the category gets defined.

01
Early access
Get on the platform before public launch. Use Operator tier from day one. Platform tier as it rolls out through 2026.
02
Locked-in pricing
Design-partner pricing locked for 24 months. Upgrade paths at partner rates, even after public pricing increases.
03
Direct product influence
Monthly product sessions with our founding team. Your workflows shape our roadmap. Feature requests get priority review.
04
First-mover advantage
Be among the first brokerages running on a modern AI-native platform — margin and efficiency gains before competitors catch on.
What we look for
10–15 design partners through 2026. The partners who get the most value are:
  • $10M–$500M in annual freight under management
  • Currently on fragmented stacks (TMS + QuickBooks + spreadsheets)
  • Teams of 10–100 across ops, dispatch, accounting
  • 6-month active partnership: monthly calls + feedback sessions
Apply to be a design partner
Tell us about your operation. We review every application and respond within 48 hours.
FAQ

Questions operators actually ask.

The questions we hear on every first call. If yours isn't here, ask it in the design-partner application.

Design-partner pricing varies based on tier and operation size, but typically ranges from $500 to $10,000+ per month depending on capabilities and volume. We'll share specific pricing during the application review. Design partners lock in pricing for 24 months — meaningful savings once public pricing launches.
Because we're in active product development and our pricing will evolve as we roll out Tier 2 (Platform) and Tier 3 (Enterprise) through 2026. Publishing prices now would either lock us into numbers before we've validated them, or set expectations that change later. We'd rather have a real conversation with each potential design partner about what the platform is worth to their specific operation.
Tier 1 (Operator) — carrier intelligence, freight audit, and margin reporting — is available to design partners now. Tier 2 (Platform), which includes full TMS functionality and AI agents, is rolling out through 2026. Tier 3 (Enterprise) is planned for late 2026. Design partners get access to each tier as it ships.
No. Operator runs alongside your existing TMS via API integration. You get carrier intelligence, freight audit, and margin reporting without touching your TMS. When you're ready to migrate — in 6 months or 2 years — we handle it.
Every agent operates under human-in-the-loop controls you configure. Agents draft actions; your team approves the ones that matter. You set the autonomy level per agent, per workflow. Start with full review, dial it back as trust builds.
Operator takes 48 hours via API integration. Platform migrations run 2–4 weeks depending on your current stack and data complexity. Design partners get dedicated migration support from our engineering team.
We can only work closely with 10–15 design partners. If we're not a fit right now, we'll add you to the waitlist for public launch — likely late 2026. You'll be among the first notified.
SOC 2 Type II is in progress for public launch. All data encrypted at rest and in transit. Design partners get clear data-handling commitments in writing. Your data is yours — we never use it for competing products.
Our carrier intelligence layer flags carriers with fraud indicators across our entire network — not just your operation. Real-time verification through FMCSA data, insurance validation, and behavioral signals. Design partners help build the network intelligence that protects everyone on the platform.

Ready to see what modern freight infrastructure looks like?

We're accepting 10–15 design partners through 2026. If you're running a mid-market freight brokerage and you're tired of making your ops team fight the software, let's talk.

Apply to be a design partner →
Not ready to apply?Join the public waitlist →
SOC 2 Type II (in progress)
99.9% uptime SLA (on GA tiers)
Data encrypted at rest + in transit
Your data is never used for competing products