AFFRET.IA
AI for transport freight booking
38 specialized AI endpoints to automate carrier search, predict prices, optimize routes and analyze your documents. The AI brain of your logistics.
38 AI endpoints to automate your freight booking
AFFRET.IA is the central AI engine of the SYMPHONI.A platform. It exposes 38 specialized RESTful endpoints, each optimized for a specific freight booking task. From automatic carrier matching to price prediction, document analysis and route optimization, AFFRET.IA covers the entire freight booking cycle. Algorithms are trained on millions of transport transactions and continuously improve through machine learning. The API is accessible in real time with response times under 200ms for matching queries.
- Carrier matching: automatic search and ranking of best-fit carriers
- Price prediction: transport cost estimation with confidence interval
- Document analysis: smart OCR to extract data from transport documents
- Route optimization: optimal multi-criteria routing (cost, time, CO2)
- Real-time scoring: dynamic carrier reliability evaluation
Smart and automated carrier matching
The heart of AFFRET.IA is its carrier matching algorithm. From your shipment parameters (origin, destination, goods type, weight, volume, requested date), the AI instantly identifies the best-suited carriers across the entire SYMPHONI.A network. Ranking takes into account multiple criteria: geographic coverage, specialization, historical performance score, estimated availability and predicted price. The system learns from your preferences and improves with each decision. In auto-dispatch mode, AFFRET.IA can even automatically send quotation requests, negotiate and assign the shipment without human intervention.
- Instant identification of suitable carriers
- Multi-criteria ranking: coverage, specialization, score, price
- Continuous learning based on your preferences
- Auto-dispatch mode for full automation
- Automated negotiation with carriers
Price prediction and cost optimization
The AFFRET.IA price prediction endpoint uses ML models trained on the platform's transaction history. For each shipment, the AI provides a market price estimate with a confidence interval, allowing shippers to negotiate with full knowledge and carriers to position rates competitively. The model accounts for seasonal trends, supply/demand imbalances per corridor, fuel price, and disruptive events (strikes, weather, regulation). Companies using AFFRET.IA observe an average 15-25% reduction in transport costs.
- Market price estimation with confidence interval
- Accounts for seasonal trends and market conditions
- Supply/demand imbalance analysis per corridor
- Average 15-25% reduction in transport costs
Key benefits
Automatic carrier search in less than 3 seconds
92% price prediction accuracy
Average 15-25% reduction in transport costs
Auto-dispatch for full freight booking automation
OCR document analysis for automatic data extraction
Continuous learning that improves with every transaction
Frequently asked questions about AFFRET.IA
How does AFFRET.IA find carriers?
AFFRET.IA analyzes your shipment parameters and matches them against all carriers in the network: geographic coverage, vehicle specialization, performance history, estimated availability and rates. Ranking is personalized based on preferences learned over time.
How accurate is the price prediction?
The price prediction model achieves 92% accuracy on average (less than 8% deviation from actual price). Accuracy improves with transaction volume on a given corridor. A confidence interval is provided with each prediction.
What is auto-dispatch mode?
Auto-dispatch allows AFFRET.IA to manage the entire freight booking process without human intervention: carrier search, quotation requests, offer comparison, best-carrier selection and automatic assignment. You set the rules and limits, the AI does the rest.
Does AFFRET.IA work for all transport modes?
Yes, AFFRET.IA covers road transport (full truckloads, groupage, parcel), maritime (containers, bulk), rail and multimodal. Algorithms are adapted to each transport mode and goods type.
How does the AI improve over time?
AFFRET.IA uses reinforcement learning: every decision (carrier selection, price acceptance) is a signal that refines the models. The more you use the platform, the more relevant the recommendations.
Can I use AFFRET.IA via external API?
Yes, all 38 AFFRET.IA endpoints are accessible via a documented REST API. Integrate price prediction, carrier matching or document analysis into your existing ERP, TMS or business application.
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