FlexOS
Liftit · Next chapter

Trucking, without
the dispatcher ceiling.

The AI-native OS that runs the dispatch loop itself.— all on WhatsApp.

Backed by Liftit Bogotá, Colombia Pitch 2026
Live at flexos.ai
The Market

LatAm freight: big, broken, manual.

Long-haul, last-mile — Trucking runs on phone calls, WhatsApp threads, and spreadsheets.

$360B
LatAm logistics market, 2024  ·  6.6% CAGR to 2030
Sources: AMI / Grand View Research / IMARC Group
01
A typical carrier sends 40+ messages to fill one truck.At 5–8 trucks per dispatcher, growth is capped by human capacity — not by the market.
02
Quoting a single load takes 2–4 hours of back-and-forth.Pricing should be a growth system, not a relationship.
03
280,000 vehicles in Colombia. Millions across LatAm.All matched by hand, one human interaction at a time.
FlexOS
02 — Market
Source: IFC / World Bank, internal analysis
02 / 12
The Problem

Trucking tech can't scale past its dispatchers.

01 · The lid
One dispatcher = 5–8 trucks.Beyond that, mistakes compound: missed loads, double-booked trucks, late payments, churn.
02 · The cost
Ops is 60–70% of OpEx.Every new corridor or country requires a new ops team. Margins thin out as you grow.
03 · The unlock
AI removes the human from the loop.Same agents run 50 trucks or 50,000. Trucking starts to scale like AI.
A $1T global market still operated by hand. Whoever automates the dispatcher wins it.
Growth shape: linear vs. AI-native
Trucks served per dispatcher, over time. Today's platforms hit a wall. AI-native platforms compound.
Today's tech platforms ~5–8 trucks / dispatcher
AI-native (FlexOS) 1 → 1,000+
Linear cap1 ops hire per ~6 trucks added
Compoundingsame agents run 10× the volume
≈ 100× growth gap
Trucks per dispatcher
Time / scale
FlexOS
03 — The Growth Ceiling
Source: Liftit ops data · industry benchmarks (Uber Freight, Convoy 10-Q, Kobo)
03 / 12
Introducing FlexOS

FlexOS is the AI-native OS for freight dispatch.

An app gives a dispatcher better tools. An OS replaces the dispatcher. FlexOS sits between shippers and trucks and runs the loop itself — receive, price, match, auction, award, document, pay.

An app does
A spreadsheet, a CRM, a Logistics Management System — humans still drive every decision.
An OS does
Agents make the decisions. Humans set policy and step in on exceptions.
10
specialized agents
0
humans in the loop
24/7
always-on dispatch
Inputs
01 · Channel layer
Where shippers & truckers already areZero onboarding. No app to install.
Web portal
API · EDI
Email
02 · Agent core · LangGraph orchestrator
FlexOS runs the dispatch loopTen agents. One graph. Always running.
Tender
Pricing
Matching
Auction
Compliance
Reputation
Backhaul
03 · Output layer
Trips run, paid, and documentedClosed loop — every event flows back as training data.
Awarded trip
RNDC manifest
RTP payment
POD & invoice
Outputs
FlexOS
04 — What It Is
v3.0 shipped · Live auctions, portals, WhatsApp agent
04 / 12

FlexOS combines a modern Logistics Management System with an end-to-end Agentic Workforce

Every load moves through 5 stages orchestrated by 10 specialized AI agents. They run 24/7 on WhatsApp — pricing, sourcing, dispatching, tracking and settling — so one operator handles 25 trucks, not 5.

Tender Received
Triage Agent
Classifies inbound message Routes shipper · driver · carrier
Routed
Pricing Agent
Reviews market data Suggests max acceptable rate
Bid Recorded
Auction Agent
Reverse auction on WhatsApp Lowest valid bid wins · 4h
Awarded
Dispatch Agent
Hands off to driver via WA Confirms pickup & arrival
Pickup Confirmed
Settlement Agent
Matches POD to invoice Triggers Liftit Pay payout
Invoice Reviewed
01
Build
02
Match
03
Auction
04
Run
05
Audit & Pay
Shipper Agent
Extracts route · vehicle · tons Builds tender from free text
Tender Built
Carrier Sourcing
Identifies best-match carriers Notifies fleet on WhatsApp
Carrier Contacted
Compliance Agent
Verifies SOAT · RUNT · seguro Approves or denies carrier
Carrier Reviewed
Tracking Agent
Live trip tracking RNDC manifest + POD capture
Live Tracking
Reputation Agent
Scores driver performance Feeds back into matching
Score Updated
FlexOS
05 — Agentic Workforce
10 specialized agents · LangGraph orchestration · always-on dispatch loop
05 / 12
How It Works · flexosclaw architecture

Ten persistent AI agents. One gateway. Zero dispatchers.

flexosclaw gateway  ·  embedded inference runtime  ·  multi-provider with auto-fallback  ·  megatron · profile flexosclaw-prod
01 Channels
Telegram
v1 channel · validated S002
Web portal
dev.flexos.ai · Next.js
02 Gateway
flexosclaw · v2026.5
flexosclaw
gateway
Single process. Routes channel ↔ agent. Embedded inference runtime, no tmux, no subprocess sprawl.
Multi-channel bindings
Provider fallback (S002)
Push proactivo enabled
03 Ten AI agents · persistent sessions
@triage
Routes inbound message → shipper · truck_owner · carrier. First-touch classifier.
TRIAGE_API_KEY
@shipper
MiCarga persona. Publishes trip, extracts route + vehicle.
SHIPPER_API_KEY
@truck_owner
Onboards fleet. RUT · SOAT · RUNT · seguro · blacklist.
TRUCK_OWNER_API_KEY
@carrier
Driver-side bidder. Submits offers, accepts counters.
CARRIER_API_KEY
@auction
Reverse auction. Lowest valid bid wins. Default 4h.
AUCTION_API_KEY
@dispatch
Hands off awarded trip → RNDC · POD · Liftit Pay.
DISPATCH_API_KEY
@notifications
Outbox dispatcher. Idempotent, retried, logged.
NOTIF_API_KEY
04 Backend & State
FlexOS FastAPI
SOLE GATEKEEPER · X-AGENT-KEY AUTH
/agent/create-trip
/agent/place-bid
/agent/award
/agent/dispatch
MCP flexos-backend
CUSTOM MCP SERVER
Wraps endpoints as agent tools
Supabase + Obsidian
HYBRID MEMORY
Postgres: operational state
Vault: append-only journals
agent · anatomy
Every agent is a persistent teammate, not a script. Each has its own workspace — IDENTITY · SOUL · SKILL · TOOLS — plus its own memory, voice, and credentials. They learn from every shipment and stay on the job 24/7.
$51M ARR in production
live across 6 countries · always on
FlexOS
06 — How It Works
flexosclaw gateway · embedded inference runtime · multi-provider auto-fallback
06 / 12
Interface 1 — WhatsApp

Where the drivers already are.

LatAm truck owners don't install apps — they run their business on WhatsApp. FlexOS meets them there: free-text request in, awarded trip out — in under five minutes.

FlexOS
07 — WhatsApp Agent
+57 320 924 8944 · MiCarga
07 / 12
Interface 2 — Web

Live bids, streaming.

For shippers and their dispatchers: a control surface with real-time auction, live countdown, and one-tap accept. Supabase Realtime streams every bid as it lands — no refresh, no ops team.

Transport
Supabase Realtime · row-level security
Latency
Sub-second bid propagation
Portals shipped
Shipper · Truck owner · Carrier · Admin
FlexOS · Subasta a48-0291×
Dashboard×
🔒dev.flexos.ai/shipper/trips/a48-0291
Bogotá Medellín
Turbo · 3 ton Alimentos Recogida mañana 8:00 Máx $2.5M COP
Subasta cierra en
03:41:12
↓ $350K bajo el techo
Ofertas en vivo · 4 carriers pujando LIVE
LE
Transportes La Estrella S.A.S.NIT 900.412.881 · 128 viajes · 4.8★
$2.15M↓ $70K vs anterior
Mejor
TN
TransNorte ColombiaNIT 830.277.102 · 84 viajes · 4.6★
$2.22M
hace 2m
CO
Cooperativa OrienteNIT 891.900.344 · 212 viajes · 4.7★
$2.30M
hace 4m
MD
Multidrive Ltda.NIT 860.514.009 · 41 viajes · 4.5★
$2.48M
hace 11m
Aceptar ahora ahorra $350K sobre el techo · pago via Liftit Pay en 24h
Aceptar oferta
FlexOS
08 — Shipper Portal
Next.js 16 · FastAPI · Supabase Postgres + Realtime
08 / 12
The Financial Layer

Liftit Pay turns winning a bid into getting paid — instantly.

Drivers who take services through FlexOS settle on Liftit Pay, our in-house wallet. Real-time payouts on delivery confirmation replace the 45–60 day cycle that defines Colombian freight today.

Industry standard
45–60days
Payment cycle for truck owners today — opaque deductions, delayed cashflow, coerced loyalty to middlemen.
On FlexOS
<24hrs
Real-time payout to Liftit Pay wallet on delivery confirmation. Driver cashflow becomes the product.
Liftit Pay · Driver wallet
Real-time payment rails
Trip closes → wallet credits → driver withdraws.
01
Bid accepted & trip dispatchedShipper funds escrow in Liftit Pay
T+0
02
Delivery confirmed via WhatsAppDispatch agent closes the trip
T+8h
03
Driver paid in real timeFunds credited to Liftit Pay wallet, withdrawable to bank
< 60s
Rails
Liftit Pay wallet
Working capital
Liftit balance sheet
Coverage
All FlexOS trips
FlexOS
09 — Liftit Pay · Real-Time Payments
Real-time settlement · driver retention as a product moat
09 / 12
The Unfair Advantage

We didn't start a marketplace. We inherited one.

FlexOS is built inside Liftit — the LatAm freight platform operating since 2017, with enterprise shippers already integrated. The demand is real. FlexOS is the technology layer that makes that demand acquirable.

$51M
ARR run-rate
~300
Employees
100K+
Monthly deliveries at peak
5
Countries · 18 cities
Enterprise shippers on the platform
Walmart
PepsiCo
Nestlé
Grupo Bimbo
Homecenter
Cruz Verde
Backed by
Cambridge Capital
IFC · World Bank
monashees
Jaguar Ventures
NXTP
Mercy Corps
~$37–39M raised across three rounds · 2017–2020.
FlexOS
10 — The Liftit Advantage
Liftit Cargo S.A.S. · Colombia, Mexico, Ecuador
10 / 12
The Flywheel · Network Effects
Framework · Parker, Van Alstyne & Choudary — Platform Revolution

A virtuous loop, by design.

FlexOS owns the core interaction — matching a load to a truck. Each match creates cross-side and same-side network effects that make the next match faster, cheaper, and more defensible.

Data & Reputation Effects
Core Interaction
Match load
→ truck
pull · match · facilitate
Supply
Truck ownerAffiliates via WhatsApp · brings fleet & cargo
Demand
ShipperPublishes loads · pays on-platform
Execution
DriverAccepts, runs route, confirms delivery
Liquidity per corridor
Data · pricing model
Reputation · trust
Same-side referrals
01 · Cross-side
Each new truck owner makes the platform more valuable to shippers — and vice versa.Classic two-sided network effect. Density compounds across all three sides.
02 · Same-side
Truck owners refer truck owners. Zero CAC on supply.The single most expensive customer to acquire in freight — acquired organically, via WhatsApp, by the ones already on-platform.
03 · Data
Every trip trains the pricing, matching, and fraud models.Proprietary corridor-level data no broker has ever sat on. Margin-expanding, not cost-offsetting.
04 · Liquidity
Winner-takes-most, one corridor at a time.Once Bogotá ↔ Medellín clears every load in < 10 min, there is no reason to publish anywhere else. The moat is geographic, not national.
FlexOS
11 — The Flywheel
"Whoever has the truck owners has the cargo."
11 / 12
Why It Matters

FlexOS is the technology asset
that makes Liftit acquirable.

PILLAR 01

A defensible moat.

Agent architecture + proprietary bidding data + cascading notification logic. Two years for a competitor to clone — if they see the playbook.

PILLAR 02

A marketplace, not a service.

Revenue that scales without headcount. AI replaces the 300 operational staff a traditional brokerage needs at this volume.

PILLAR 03

A LatAm wedge, globally scalable.

Colombia first. Mexico and Ecuador already inside Liftit. The architecture is country-agnostic. Convoy's playbook — done right, with agents.

"The freight broker of 2030 isn't a company. It's an operating system."
— FlexOS · Built inside Liftit, ready for the decade ahead
FlexOS
FlexOS
12 — The Asset
Felipe Betancourt Celis · felipe@flexos.ai
12 / 12