---
title: "Planning as a Service: Lower Costs With AI | Loadsmart"
description: See how planning as a service bridges in-house planning and full managed transportation, without giving up control.
image: https://blog.loadsmart.com/hubfs/ai-freight-optimization.png
---

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# Planning as a Service: What Is AI Freight Optimization?

 by [**Sarah Fidrych**](https://blog.loadsmart.com/author/sarah-fidrych)

**Key Takeaways**

- Building freight planning capability in-house is complex and costly.
- PaaS pairs AI optimization with logistics expertise in one model.
- An AI engine optimizes consolidation, mode selection, and routing.
- Shippers keep execution control while gaining AI-driven optimization.

Freight planning is one of the fastest ways to reduce transportation costs, but it's a complex capability to build internally. That's why many shippers rely on manual planning or tools and spreadsheets that require constant maintenance, while others outsource it through [managed transportation](https://loadsmart.com/shipper/managed-transportation/).

Enter planning as a service (PaaS), a trending approach that combines AI-driven optimization with logistics expertise. The AI analyzes shipment data, network conditions, and service requirements to generate load plans covering consolidation, mode selection, routing, and carrier choice, and expert planners review those recommendations. Shippers keep control over execution and gain cost savings without restructuring their team or taking on a full TMS implementation.

Here's how PaaS works, what it includes, and where the savings come from. It also covers how to transition from in-house planning, how PaaS adapts to inbound, outbound, and replenishment freight, the metrics that measure success, and when PaaS is the right step instead of full autonomy.

[![P&O eBook Download CTA](https://blog.loadsmart.com/hs-fs/hubfs/P%26O%20eBook%20Download%20CTA.png?O%20eBook%20Download%20CTA.png&width=672&height=266&name=P%26O%20eBook%20Download%20CTA.png?O%20eBook%20Download%20CTA.png)](https://lp.shipperguide.com/planning-and-optimization-ebook?utm_source=loadsmart&utm_medium=banner&utm_campaign=managed-transportation-loadsmart-shipperguide-q4-26&utm_content=planning-as-a-service-ai-freight-optimization)

## What Is Planning as a Service?

Planning as a service (PaaS) is an outsourced freight planning model that combines AI technology with experts that offer freight optimization services. The AI within PaaS analyzes shipment data, network conditions, and service requirements to generate optimized load plans covering consolidation, mode selection, routing, and carrier choice. Shippers maintain control over execution while gaining access to optimization capabilities they couldn't build internally. This delivers cost savings without restructuring your team or taking on [a full TMS implementation](https://blog.loadsmart.com/tms-implementation-failure).

## The Planning Center of Excellence Model

PaaS typically operates through a centralized planning center of excellence. This model combines AI optimization, standardized workflows, and experienced logistics planners. AI-powered technology is used to identify opportunities for consolidation, modal shifts, and routing improvements. Expert planners review these recommendations and ensure they align with service requirements. The center of excellence also enables [consistent planning across different departments](https://blog.loadsmart.com/the-many-costs-of-decentralized-transportation-management), regions, and freight types.

## Core PaaS Capabilities

Planning as a service focuses on major freight optimization areas such as load consolidation, mode decisions, and routing. Secondary capabilities include better asset utilization, reduction of empty miles, and tighter inventory management. The AI engine behind these capabilities is the same one covered in [FreightIntel AI: next-generation freight intelligence](https://blog.loadsmart.com/freightintel-ai).

### Load Consolidation

PaaS identifies opportunities to combine shipments in order to improve trailer utilization, reduce shipment count, and lower cost per unit. AI-powered analytics determine how shipments are combined to maintain service requirements and business goals.

### Mode Optimization

AI models evaluate if [a shift between LTL, FTL, or intermodal](https://blog.loadsmart.com/shifts-in-the-market-may-mean-a-shift-in-the-modes-you-ship) can be beneficial. The system uses data to calculate potential trade-offs in cost, transit time, and service constraints and select the optimal choice.

### Route and Carrier Selection

PaaS determines optimal routing and carrier assignments based on pricing, past performance data, and real-time network conditions. This reduces unnecessary transportation costs without requiring expensive technology investments.

## How Do You Transition From In-House Planning to a Managed Service?

The transition runs through a structured handoff: your data feeds an AI engine, a planner reviews the output, then execution takes over. Planning as a service combines AI insights with the expertise of logistics professionals into a structured workflow. It sits alongside the broader shift covered in [AI in every phase of freight management](https://blog.loadsmart.com/ai-freight-management-mt).

### Data Import

Orders, forecasts, network constraints, and other important data are [imported from existing systems](https://blog.loadsmart.com/supply-chain-automation-across-systems) and are the cornerstone of planning and transportation optimization.

### AI Analysis

AI-powered optimization engines evaluate consolidation opportunities, routing alternatives, and different modes. The system generates recommended load plans based on service requirements, historical data, and real-time conditions.

### Planner Review

Logistics planners review recommendations and refine plans if necessary. This human touch ensures outcomes are practical and not purely AI-generated.

### Execution Hand-Off

Once plans are finalized, they are handed off to transportation teams for booking and dispatch.

## PaaS for Different Freight Types

Planning as a service can be adapted for different freight flows and organizational structures. The same or similar frameworks can be used to handle inbound, outbound, and replenishment transportation needs. [Scotts Miracle-Gro](https://blog.shipperguide.com/case-study-scotts-miracle-gro?utm_source=loadsmart&utm_medium=cta&utm_campaign=managed-transportation-loadsmart-shipperguide-q4-26&utm_content=planning-as-a-service-ai-freight-optimization) saw this firsthand: after consolidating freight sourcing from dozens of separately run plants onto one planning model, the company now tenders 94% of deliveries through the system, with dispatchers handling 20 shipments at once instead of one at a time, and seasonal dispatch hiring cut by up to 50% at several sites.

### Inbound

PaaS transportation consolidates shipments, improves scheduling, and optimizes inbound transportation by enhancing visibility and [reducing dock congestion](https://blog.loadsmart.com/seasonal-dock-congestion).

### Outbound

Outbound shipment planning is primarily focused on load building, routing efficiency, and service requirements.

### Replenishment

PaaS optimizes replenishment flows through better routing and reduced shipment frequency with consolidation.

### Transfer, Intermodal

Planning as a service can identify transfer opportunities and [evaluate intermodal options](https://blog.loadsmart.com/five-reasons-intermodal-may-be-right-for-your-shipping-needs). This improves asset utilization and supports long-haul cost savings.

## Measuring PaaS Success

Various metrics can be used to measure the impact of PaaS transportation. Some of them are related to financial improvements, while others are focused on operational gains. These are the same categories worth tracking in [the hidden cost of in-house freight](https://blog.loadsmart.com/transportation-in-house-cost), since PaaS is usually justified against that baseline.

### Cost Per Mile

Lower cost per mile is achieved through improved routing, consolidation, and carrier selection. This is one of the most important metrics to track overall financial performance in logistics.

### Load Factor

Higher load factors indicate better trailer utilization and reduced fragmentation.

### Empty Miles

Reducing empty miles is one of the best ways to improve asset utilization and lower costs. PaaS continuously identifies opportunities to eliminate empty miles.

### Modal Shift

Tracking modal shifts shows when shipments move to more cost-effective transportation modes. This metric highlights the impact of PaaS transportation optimization over time.

## When Is PaaS the Right Step Instead of Full Autonomy?

PaaS is usually the right signal when self-managed planning is starting to strain, but you are not ready to hand over full operational control. Planning as a service is the right option for shippers who want AI-driven planning without sacrificing complete operational control. PaaS improves consolidation, routing, and mode selection while you maintain existing processes. This makes it ideal for teams that want to achieve savings without transitioning to [fully autonomous transportation management](https://blog.loadsmart.com/transportation-autonomy-managed-transportation). As trust in AI-driven planning grows, shippers might gradually shift to full autonomy.

## Start Saving With AI-Powered Freight Planning

If you're not certain whether managed transportation or planning as a service is more suitable for your business, [schedule an appointment](https://lp.loadsmart.com/en/free-transportation-savings-assessment), and we'll discuss your transportation needs.

[![Talk to a Loadsmart transportation specialist](https://blog.loadsmart.com/hs-fs/hubfs/loadsmart-blog-cta-1200x475.png?width=1200&height=475&name=loadsmart-blog-cta-1200x475.png)](https://loadsmart.com/contact/#contact-form)

 

## Frequently Asked Questions

### How Is PaaS Different From Buying Optimization Software?

PaaS combines AI with the expertise of planners. Instead of purchasing software and managing it internally, an organization receives ongoing freight optimization service and support without any complexity.

### How Fast Can I Get Started With Planning as a Service?

PaaS implementation usually takes a few weeks to connect shipment data and integrate the PaaS transportation flow with operations. Keep in mind that planning as a service is a process that achieves improvements and cost savings continuously.

### Does PaaS Integrate With My Existing TMS?

Yes, PaaS can be integrated with existing TMS, ERP, or other platforms. This allows optimized plans created with the help of AI-driven insights and expert knowledge to flow directly into workflows without any disruptions.

Topics: [Managed Transportation](https://blog.loadsmart.com/tag/managed-transportation)

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- [December 2014 (34)](https://blog.loadsmart.com/archive/2014/12)
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- [September 2014 (2)](https://blog.loadsmart.com/archive/2014/09)

See all

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#### About Loadsmart

Loadsmart is on a mission to transform the future of freight.   
We combine cutting edge technology with deep industry expertise to fundamentally change how freight is priced, booked and shipped.

<https://www.linkedin.com/company/loadsmart><https://www.instagram.com/loadsmart><https://twitter.com/LoadSmartUS/><https://www.youtube.com/channel/UCN-pkKcoMargmyL0Br3-H5w><https://www.facebook.com/loadsmartUS>

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- [Warehouse Solutions](https://loadsmart.com/warehouse/)
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ABOUT

- [Who we are](https://loadsmart.com/about)
- [Careers](https://loadsmart.com/careers)
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