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E-Commerce & Retail

Most Contacts Are Not Conversations. They Are Lookups

Four fifths of your volume answers itself by reading the order — provided the agent actually reads it instead of quoting a help article. What is left after that is the work your team is actually for.

What Your Inbox Is Actually Made Of

Almost every vendor in this space sells cart recovery. Very few talk about the first four lines here, which are four fifths of the work — and not one of which is a conversation.

A typical contact mix
Where is my order41%
Delivery issue18%
Return or exchange14%
Product question12%
Everything else15%

Illustrative. The first four lines are database questions. The fifth is the reason you have a team.

MOST OF ITPasses straight throughWHAT IS LEFT ON TOPWhat a person is for
The value is not that the first four lines are handled well. It is that they are gone — and that what stays on top finally gets somebody's attention.
  • A lookup, not an articleThe agent reads the actual order through a tool you define — not a help page about orders
  • Stock and variantsAvailability, sizes, and the alternative that is genuinely in the warehouse
  • Returns within the rulesYour window, your exclusions — and the statutory rights underneath that are not yours to shorten
  • One threadType at 23:00, ring at 09:00, called back at 14:00 — one record, one order number
Kilevel widget offering chat, a call, a callback request and an out-of-hours form in one overlayKilevel conversation inbox showing live and closed sessions with their channel and statusKilevel call jobs running recovery and win-back campaigns with calling windows and retries
Enlarge

Chat, Call, Callback — One Record

A shopper can type at 23:00, ring at 09:00 and be called back at 14:00, and it is one thread the whole way. Nobody re-enters an order number, and the agent that answers already knows what the last conversation was about.

Four Events Worth Calling About

Inbound is half the story. The other half is four moments where your system knows something has gone wrong before the customer does — and where a call inside the hour costs far less than what follows.

The delivery failed

You know before she does. A call inside the hour offers a neighbour, a locker or a new day — while the parcel is still at the local depot rather than on its way back to you. A re-delivery arranged today costs a fraction of a return, a refund and a repurchase.

Carrier exceptionCall within 1hPick an optionRe-arranged

The cart was abandoned

The call recovers some of them. The typed reason field improves all of them: after a thousand carts, "postage at checkout" stops being an opinion somebody has in a meeting and becomes a number with a roadmap attached.

AbandonedWait 20 minCall and ask whyReason logged

A return was requested

The agent checks the window against the real order, offers an exchange where that is better for both sides, and issues the label — in chat, on the phone, or wherever she started.

RequestCheck the windowOffer an exchangeLabel issued

Nothing for 120 days

Ask what went wrong first, then make an offer that answers it. Discounting first is the habit that quietly erodes the margin, which is why "root cause explored" is a field of its own here.

Lapsed 120dAsk firstThen offerWon back

The Most Expensive Habit in Support

A discount offered before anybody asked why. It saves the conversation and costs the margin, and because it works it repeats — until the price is the product. So what gets measured here is whether anybody asked at all.

A save attempt, in the right order
Reason heardRoot cause exploredOffer madeOutcome

The skipped step is the expensive one. It is also the only one you can train out.

cancellationReasonreasonCategoryrootCauseExploredofferMadeofferRelevantdiscountGiven
What the journey cost the customer
RepeatedOn holdHanded overContactResolved
Effort (CES)4.4 / 7
First contact71%
Had to repeat29%

Illustrative. The customer-support and retention & win-back packs both measure this — both under Performance Analytics.

What a shopping agent must never do

Invent an offer you did not authorise. What may be offered, to whom, and up to what value is an authorisation rather than an improvisation — and what was actually offered is a typed field, so the same answer comes out across ten thousand conversations. The same goes for returns: your rules sit on top, statutory rights underneath, and the agent may not shorten the second with the first.

The widget, the inbox and the hand-off to a person are under Customer Support, the outbound machinery — windows, ceilings, retries — under Outbound, and the workflows behind the four events under Automations. The tools that let the agent read your orders are ones you build — against any HTTP endpoint or MCP server.

4/5
Are lookups

Answered by reading the actual order

One
Thread across channels

Chat, call and callback all write into the same record

1 hour
Before the parcel turns around

A re-delivery today instead of a return and a refund

0
Invented discounts

What may be offered is an authorisation

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Ready to Transform Your Call Operations?

Join Europe's largest infrastructure enterprises already running their call operations on Kilevel with premium AI quality.

FAQ

Frequently Asked Questions

Everything you need to know about Kilevel.

Kilevel is a full-stack AI operations platform for businesses that communicate at scale. It unifies phone calls, WhatsApp, SMS, email, and web conversations under a single AI-native operating system, with visual workflow automation, omnichannel inbox, AI conversation analysis, and real-time operational control. From solo operators to enterprise teams, Kilevel runs autonomously across your entire communication stack.

Legacy IVRs follow rigid scripts. Chatbots handle text in isolation. Kilevel is an AI-native operations platform that handles real phone calls, WhatsApp, SMS, email, and web conversations simultaneously, with genuine contextual understanding. Agents adapt mid-conversation, book appointments, trigger follow-up automations, analyze every interaction, and hand off to humans when appropriate. The entire stack runs from a single platform: inbound queue, outbound campaigns, post-call intelligence, and operational reporting.

Yes. You can build and test your AI agent for free using our library of ready-made industry templates or by starting from scratch. Design call flows, configure channels, and connect integrations before going live. When you deploy, you pay a monthly subscription fee, which already includes a bundle of free AI minutes per month. Any usage beyond the included allowance is billed on a pay-as-you-go basis. No seats, no surprise fees.

No seats, no per-user charges. Kilevel combines a monthly subscription with usage-based pricing: each plan includes a pool of free AI minutes per month, and additional usage beyond that is billed at a per-minute rate. Building, testing, and configuring agents is free. Once live, costs scale predictably with your volume. Enterprise customers with high-volume commitments can discuss custom pricing agreements.

Most teams ship their first agent within a day. Kilevel comes with a library of industry-specific templates that cover the most common call flows and channel configurations out of the box. Pick a template, configure your agent's persona and rules, connect your tools, and deploy, no code required. Custom flows are built visually, and the AI flow assistant can generate an entire flow structure from a single descriptive sentence.

Kilevel gives your team leverage, not a replacement. AI agents absorb the volume of after-hours calls, common questions, appointment bookings and multilingual conversations, so your staff can focus on complex cases that genuinely need a human. Built-in sentiment analysis and configurable handoff triggers mean the AI always knows when to step aside.

The platform, the database and your recordings run on Google Cloud in Frankfurt, Germany, and the telephony infrastructure sits in a German data centre. Speech and language providers are used through their EU endpoints wherever the provider offers one. Where a provider processes outside the EU, that transfer runs on Standard Contractual Clauses, and every such provider is named with its processing region in our public Trust Center. An Article 28 data processing agreement applies from day one, with no separate negotiation, and we never use your data to train models.

Yes. Agents can detect a caller's language and respond accordingly, or you can configure language-specific flows per channel. This is particularly relevant for European businesses serving customers in German, French, Spanish, Dutch, and other languages alongside English, all within the same platform, without duplicating your entire agent setup.

No. The platform is designed for operators first. Flow building, agent configuration, channel setup, and integration connections are all no-code. Developers who want deeper control get a full REST API, webhooks, MCP-compatible tool discovery, and prompt-level customization, but none of it is required to run a production deployment. Non-technical teams operate Kilevel every day.

Completely. Every flow, agent behavior, escalation rule, and analysis signal is configurable, visually, without code. You define the tone, language, fallback responses, and handoff conditions. Advanced users can go further with prompt modules, templating parameters, flow templates, and a full REST API. If your workflow is unusual, Kilevel almost certainly supports it.

Complete control. You define tone, language, permitted topics, and response templates using prompt modules and templating parameters, reusable building blocks your agents draw from consistently. Escalation rules trigger human handoff based on sentiment, topic, or conversation outcome. Every configuration is fully testable in a sandbox before it touches a real customer.

You have full control over what your agent says. Define tone, language, and exact response templates. Escalation rules let you specify when a conversation gets transferred to a human, based on topic, negative sentiment, or repeated failed attempts. Everything is testable before it goes live, and you can iterate on agent behavior at any time.

Yes, and often without any setup at all. Kilevel supports MCP (Model Context Protocol), which means it can automatically discover and digest integrations from modern CRMs, ERPs, and data platforms. For everything else, there are webhooks, a REST API, and pre-built connectors. Your data flows in and out on your terms.

Both directions are fully supported. Kilevel uses MCP (Model Context Protocol) to automatically discover and integrate modern CRM and ERP systems, often with zero connector setup. In the other direction, Kilevel's REST API lets your own tech stack trigger calls, campaigns, and automations externally, and pull conversation results, analysis, and outcomes back into your systems on demand.

Yes, automatically. Kilevel scales concurrent lines dynamically, whether you're handling 10 conversations or 10,000, the infrastructure adjusts without manual intervention. The Operations Control Center gives you live visibility into concurrency, queue depth, and agent performance, so you're never operating blind at scale.

Your data sits in Frankfurt, Germany: platform, database and recordings on Google Cloud, telephony in a German data centre. Credentials are encrypted at the column level with AES-256-GCM, every query is scoped to its owning account, sub-users carry project-specific roles, and administrative actions are written to a reviewable audit trail. We process only on your documented instructions and never train models on your data. The full subprocessor list, with the processing region of each, is published in our Trust Center.

Kilevel agents are designed to manage uncertainty without frustrating the caller. They can ask clarifying questions, offer alternate paths, or escalate to a live operator, automatically, based on rules you set. The Attention Suite enables immediate human takeover mid-conversation without any disruption to the customer experience.

Kilevel agents handle uncertainty without derailing the experience. They can ask clarifying questions, reroute the conversation along alternate paths, or escalate to a live operator, all automatically, based on configurable rules. The Attention Suite lets operators intervene instantly mid-call, taking over the conversation without the customer noticing any disruption.