Supply Chain & Logistics

Supply chain AI agents that plan, source, move, and optimize — autonomously.

Forecast lift

35%

Improvement in demand forecasting accuracy

Cost reduction

20%

Logistics cost reduction across operations

Adoption by 2030

50%

SCM software embedding agentic AI (Gartner)

Why Supply Chain & Logistics

Agents that understand operational reality

Modern supply chains are more complex than ever — managing imports across multiple regions, distributing through busy hubs, and keeping pace with rapid growth in e-commerce and manufacturing. AI agents monitor your supply chain around the clock, spot problems before they escalate, and execute responses automatically.

Agent Catalog

Explore the full agent catalog

Click any agent below to expand its full capabilities and impacts. Each agent integrates into your existing systems — no new software to learn.

Layer 1

Planning & Orchestration

The intelligence layer that connects and coordinates your entire supply chain — replacing fragmented spreadsheets and manual decision-making with live, autonomous coordination.

This agent connects to your existing systems — SAP, Oracle, WhatsApp Business, email, and logistics platforms — and monitors everything in one place. When something goes wrong, like a supplier delay or a shipment stuck at port, it doesn't just send you an alert. It works out the impact, identifies your options, and hands you a clear action brief. For teams managing imports from Asia and Europe while distributing across multiple markets, this agent replaces hours of cross-system checking and manual reporting.

The Difference It Makes

  • Cuts decision time from days to minutes
  • Saves 60–80% of time spent on manual data entry and chasing updates
  • Handles long-running workflows — from purchase orders to final delivery — autonomously

This agent builds a live digital replica of your entire supply network — every supplier, warehouse, shipping lane, and distribution point. It then runs thousands of 'what if' scenarios automatically. What happens if a key port faces congestion? What if demand spikes 40% in a key market? What if a supplier goes offline for a month? Rather than reacting to disruptions after they happen, you get ranked contingency plans ready to execute before a crisis hits.

The Difference It Makes

  • Moves planning from a quarterly exercise to a live, continuous process
  • Prepares contingency responses before disruptions materialise
  • Gives leadership quantified impact numbers, not guesswork

Supply chain plans are made weeks in advance, but the real world moves faster. This agent watches daily execution against your plan — monitoring incoming shipments, production schedules, warehouse throughput, and customer orders simultaneously. When the plan and reality start to diverge, it acts immediately. If a delivery running late will cause a customer order to miss its commitment, this agent identifies the issue hours or days ahead, models the fix, and where authorised, executes it.

The Difference It Makes

  • Reduces emergency expediting costs by over 50%
  • Cuts planning cycle times from days to hours
  • Keeps customer commitments intact without firefighting

Layer 2

Procurement & Sourcing

Faster sourcing, smarter negotiations, and zero blind spots in your supplier base — from RFQ to risk monitoring across every tier.

Running a tender process manually — writing specifications, shortlisting suppliers, managing bids, comparing proposals — takes weeks of analyst time. This agent automates the entire process. It monitors when sourcing events should be triggered, builds the RFQ, identifies qualified suppliers, manages bid collection, and produces a scored recommendation ready for your team to approve.

The Difference It Makes

  • Runs 3–5× more sourcing events per procurement analyst
  • Reduces sourcing cycle time by 50–70%
  • Delivers 8–15% cost savings through better competitive bidding

This agent negotiates on your behalf — particularly useful for high-volume, repetitive categories like indirect procurement and spot freight. It enters negotiations armed with live market benchmarks, the supplier's capacity situation, and your leverage position. It manages multi-round exchanges, responds to counteroffers based on market data, and escalates to your team only when a situation needs human judgement.

The Difference It Makes

  • Eliminates 'relationship bias' that leads to inflated contracted rates
  • Runs thousands of negotiation events simultaneously
  • Every negotiation backed by real-time market intelligence

Before onboarding a supplier, this agent simultaneously checks their financial health, news coverage, regulatory standing, and performance history — producing a complete risk profile in minutes rather than weeks. After onboarding, it continues monitoring all your active suppliers continuously, detecting signs of financial stress, operational problems, or reputational risk weeks before these issues appear in formal reports.

The Difference It Makes

  • Supplier evaluations completed 70–90% faster
  • Monitors 10× more suppliers than manual processes allow
  • Detects risk signals days or weeks earlier than traditional methods

When a supplier fails unexpectedly — due to a geopolitical event, factory shutdown, or quality failure — this agent activates immediately. It searches your supplier databases and external networks for qualified alternatives, ranks them by viability, and kicks off expedited qualification in parallel. Within hours, you have a ranked shortlist of alternatives.

The Difference It Makes

  • Reduces time to identify alternative suppliers from weeks to hours
  • Enables proactive dual-sourcing strategies, not just emergency reactions
  • Reduces lead time exposure from disruptions by up to 25%

Most businesses know their direct suppliers well — but have limited visibility into the suppliers behind their suppliers. A disruption at a Tier 2 or Tier 3 supplier can shut down production just as quickly as a Tier 1 failure. This agent monitors your entire supplier ecosystem across multiple tiers, continuously processing news, financial data, geopolitical signals, and operational indicators to detect risks before they cascade.

The Difference It Makes

  • Extends risk monitoring to Tier 2, 3, and 4 suppliers
  • Detects signals days or weeks before traditional monitoring methods
  • Prevents production losses from blind spots in supplier visibility

Layer 3

Inventory & Demand Management

Keep shelves stocked, working capital lean, and customers satisfied — automatically, across every SKU, store, and warehouse.

This agent forecasts what your customers will buy — and when — by continuously processing sales history, seasonal patterns, promotions, social media signals, weather, and market trends together. It generates forecasts at every level: individual SKU, store, city, and regional distribution centre. During high-demand periods like Ramadan or major national events, this kind of nuanced forecasting makes a significant difference compared to simple historical averaging.

The Difference It Makes

  • 35%+ improvement in forecast accuracy
  • 28% reduction in stockouts
  • 50%+ reduction in emergency purchasing costs

This agent monitors stock levels across every location in your network — stores, warehouses, in transit — and recalculates optimal replenishment levels daily based on current demand signals and supplier lead times. When stock needs replenishing, it raises purchase orders or transfer orders automatically within your approved limits. It also identifies situations where one location is overstocked while another is running short, and balances inventory across the network.

The Difference It Makes

  • 20–40% reduction in excess inventory and write-offs
  • Maintains 95%+ service levels while reducing working capital
  • Inventory lead time reduction of up to 25%

This agent monitors competitor pricing, tracks sales velocity against plan, and recommends pricing and promotional adjustments in real time. If a product is moving slower than expected, it models different discount scenarios and their margin impact before recommending the best option. During peak periods, it adjusts pricing and inventory allocation rules to maximise revenue without creating post-peak overstock.

The Difference It Makes

  • Captures revenue that static pricing leaves on the table
  • Reduces excess inventory without unnecessary margin sacrifice
  • Aligns pricing decisions with live demand signals

Layer 4

Logistics & Transportation

Move goods faster, smarter, and at lower cost — from cross-border freight to last-mile doorstep delivery.

At the start of each day, this agent plans optimal delivery routes for your entire fleet simultaneously — factoring in traffic, delivery windows, vehicle capacity, and driver schedules. During the day, it monitors live conditions and instantly re-routes drivers when disruptions occur. When new same-day orders arrive, it evaluates whether they can be inserted into existing routes without breaking commitments.

The Difference It Makes

  • 20–30% reduction in fuel costs
  • 90–95% on-time delivery rates
  • 25–40% more stops completed per route

This agent connects to every carrier, vessel tracking system, and port authority feed — maintaining a real-time view of every shipment in transit. When a shipment falls behind schedule, it immediately calculates the downstream impact, contacts the carrier, identifies alternative transport options, and proactively notifies the affected customer — all before your team would even know there was a problem.

The Difference It Makes

  • Predicts delays 48–72 hours in advance
  • Resolves exceptions 90% faster than manual processes
  • Reduces customer service costs by 30–50%

Every freight invoice your business receives gets automatically checked against your contracted rates, delivery records, and agreed terms. Billing errors — duplicate invoices, incorrect rates, unauthorised surcharges — are caught and disputed automatically with full supporting documentation. Clean invoices are approved and routed for payment without anyone having to touch them.

The Difference It Makes

  • 100% invoice coverage versus 10–20% with manual sampling
  • Recovers 1–3% of total freight spend in overcharge corrections
  • Invoice processing reduced from days to minutes

Customs clearance involves significant documentation and classification requirements that vary by country and trade lane. This agent manages HS code classification, validates trade documents, flags potential issues before a shipment arrives, and coordinates with customs brokers to keep clearance timelines on track. It monitors regulatory changes continuously so your compliance position stays current.

The Difference It Makes

  • 90% reduction in HS classification processing time
  • 85% reduction in classification errors
  • Prevents costly delays at port through proactive document validation

The final leg of delivery — getting an order to the customer's door — is the most expensive part of the supply chain, accounting for 30–50% of total delivery cost. This agent manages everything from address validation and time-window prediction to customer communication and returns handling. It learns from every delivery, improving accuracy over time, and manages the returns process as intelligently as outbound delivery.

The Difference It Makes

  • 25–35% reduction in last-mile delivery costs
  • 40% improvement in driver productivity
  • 25–40% improvement in customer satisfaction scores

Layer 5

Warehouse Operations

Smarter facilities that move faster, waste less, and cost less to run — from the picking line to the loading dock.

Inside the warehouse, this agent coordinates picking, packing, put-away, and replenishment tasks across your team and any automated equipment. It assigns tasks based on priority, worker location, and equipment availability — and continuously adjusts as new orders arrive and conditions change. For operations using robots or automated conveyor systems, it acts as the orchestration layer connecting the physical and digital.

The Difference It Makes

  • 25–50% improvement in picking productivity
  • 30% better space utilisation
  • 40% reduction in labour costs in robotic-assisted environments

This agent manages inbound and outbound appointments at your warehouses and distribution centres — assigning trucks to the right docks based on freight type, warehouse capacity, and downstream requirements. When a truck is running early or late, it adjusts the assignment automatically and notifies the warehouse team. It also manages trailer positioning in the yard to minimise congestion and maximise throughput.

The Difference It Makes

  • Reduces carrier dwell time and detention charges
  • Eliminates dock congestion through proactive appointment management
  • Improves warehouse labour utilisation by synchronising arrivals with team capacity

This agent continuously monitors equipment — warehouse machinery, vehicles, production lines — using sensor data to detect signs of wear or failure before they become breakdowns. When it identifies a pattern that indicates an upcoming failure, it schedules maintenance proactively, orders the required parts in advance, and coordinates the timing to minimise production or operational disruption.

The Difference It Makes

  • 30% reduction in unplanned downtime
  • 15–25% reduction in maintenance costs
  • Shifts maintenance from reactive to scheduled, preserving throughput

Layer 6

Manufacturing & Production

Keep factory floors running at full capacity, with zero surprises — intelligent scheduling that adapts in real time.

For manufacturers in food production, industrial goods, or FMCG, this agent manages the factory production schedule in real time. It takes customer orders, material availability, machine capacity, and labour schedules, and generates an optimised production plan. When disruptions happen — a machine breakdown, a material shortage, a rush order — it recalculates the schedule within minutes and presents ranked recovery options.

The Difference It Makes

  • 25% improvement in resource utilisation without additional headcount
  • Root cause analysis completed in minutes rather than hours
  • Reduces unplanned overtime and emergency production runs significantly
Deployed in Days
Works With Existing Systems
Measurable ROI
24/7 Autonomous Operation
Start Here

Map your supply chain before you automate it.

Start with a workflow audit to identify where agentic systems should run autonomously, where human oversight stays in place, and which use cases deliver the fastest operational return.