Another chatbot built on top of an LLM was never the plan. With Ellis AI, LateShipment.com’s self-improving intelligence at its core, we set out to give every brand its own team of AI co-workers that autonomously run post-purchase operations — orchestrating actions within enterprise-defined guardrails.
From shipping and tracking to returns and refunds, Ellis AI synthesizes 120+ contextual signals per parcel, weighing shopper intent, order details, carrier performance, merchant policies, and real-world conditions to drive optimal economic outcomes for brands and elevated experiences for shoppers.
Rules follow a script. Ellis AI reads the moment.
One journey for every shopper
A delay fires the same email for every shopper, whether it is their first late order or their third this month.
Decisions made in context
Ellis AI weighs the moment against shopper history, LTV, order value, carrier data and your policy, then decides.
Fixed logic with missed outcomes
Static rules follow the same path every time, not the one that best balances revenue, margin and CX.
Self-learns with adaptive reasoning
Ellis AI orchestrates 13 specialized agents and learns from every outcome to grow revenue, cut costs and lift CX.
Workflows your team maintains
Someone has to predict every scenario, build a rule for it and rework it whenever conditions change.
Autonomous with agent governance
Ellis AI acts inside the policies, margins and limits you set, and brings in your team when a decision needs a person.
Four layers between a signal and an action.
Follow one order through Ellis AI’s decision making flow: a high-LTV customer whose shipment has stopped moving.
1. Know
1. Know
2. Understand
2. Understand
3. Decide
3. Decide
4. Act
4. Act
Data Intelligence
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Ellis AI brings every signal around an order into one record.
- Collects order, inventory, carrier scan, weather, support and policy data as it happens
- Reconciles records that belong to the same shopper, order, package and return
- Resolves duplicates and format gaps across your OMS, WMS, carriers and storefront
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Every agent works from the same real-time truth.
- Keeps one current record per shopper, order and package in persistent memory
For this order
One record now shows the order, a scan stuck 36 hours at a hub, last month’s late delivery and your VIP policy.
Context Intelligence
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Ellis AI works out what every signal means for this exact order and shopper.
- Checks a stalled parcel against normal lane timing
- Adds lane history, past exceptions and the weather
- Reads Shopper, Order, Merchant, Carrier and Real World
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Data says what is happening. Context says what it means.
- Updates the picture the moment conditions change
For this order
36 hours stalled on a next-day lane, a past late delivery and 4 tracking checks today: a VIP losing patience.
Prescriptive Intelligence
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Ellis AI weighs the viable options and picks the best next action, not a rule.
- Weighs reassurance, a recovery offer, a case or a replacement
- Balances shopper impact, cost, margin and risk
- Shapes the tracking page and tone to the moment
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It asks what is best for this shopper, this order and your business.
- No chasing status or follow-ups for your team
For this order
The tracking page reorders: delay reason up top, a new delivery date, and an apology and offer in place of promotions.
Action Intelligence
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Ellis AI directs the right agent to carry it out.
- Picks the agent, channel, timing and level of autonomy
- Executes within your policies and permissions
- Confirms every action happened, and logs it for you
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Deciding is one job. Making sure it actually happens is another.
- Gives each agent only the context it needs to act
For this order
Apology SMS sent · Tracking page rearranged · Promo email held · Priority case opened with the full timeline
One intelligence. 13 specialized agents.
Ellis AI orchestrates 13 specialized agents that share one context and work as your team of AI co-workers, from order to refund.
Pre-Purchase
Promise the date, cover loss or damage.
Fulfillment
Ship right, track it, handle returns.
Post-Delivery
Earn reviews, handle warranties, learn.
Carrier Spend
Recover refunds and lower carrier rates.
Holds the context, directs agents
The measurable difference Ellis AI makes, once it’s live.
Autonomous Task Completion Rate (ATCR) on post-purchase tasks
More revenue, from moments most brands overlook
Lower operational costs, without adding headcount
CSAT held, with autonomous resolution and engagement
LateShipment.com tells customers what has arrived before they ask, and files the claims we never chased. Proactive alerts alone saved us $307K.
Your AI tools already work here, securely.
Open by design, governed by default. Ellis AI plugs into the tools you already use, with every agent working under your controls.
13 governed agents
Specialized agents share context across every task, and act only within the policies and permissions you set for each one.
1,200+ integrations
Plugs into the stack you already run: Shopify, Magento, WooCommerce, ShipStation, FedEx, UPS, DHL, Zendesk, Gorgias and Klaviyo.
8.6B+ APIs and webhooks
Move tracking, delivery and claims data with a single API call or webhook, whether the source sits on our platform or not.
MCP server
Connect Claude, Cursor, or any MCP-compatible tool directly to LateShipment.com and ask questions of your live shipping data.
