acAIberry

Multilayer Chatbot

Conversational AI that doesn't just answer. It understands intent, routes across systems, and escalates intelligently, layer by layer.

Service Details

One conversation, many layers of intelligence working behind it.

A multilayer chatbot isn't a single script answering FAQs. It's a stacked system that separates understanding, decision-making, and action, so conversations can move from a simple question to a resolved task without handing off to a human unnecessarily.

01. Intent Layer

Separating what users mean from the words they typed.

“I need to change the delivery address for my order”

Update order96% confidence

“Can someone help me compare plans?”

Sales qualification91% confidence

“This charge looks wrong”

Billing dispute88% confidence
NLU
CONTEXT
Conversation Audit: We map your top support and sales conversation flows, identifying which layers (intent, retrieval, action, escalation) each one needs before a single line of the bot is built.
Our Offerings

Multilayer Chatbot Capabilities

We design chatbot systems as layered products, so understanding, retrieval, action, handoff, deployment, and analytics can improve independently over time.

Intent & NLU Layer

Accurately classifies what a user wants, even across ambiguous or multi-part requests.

Knowledge Retrieval Layer

Grounds responses in your documentation, FAQs, and internal systems via RAG.

Action & Integration Layer

Connects the bot to CRMs, ticketing systems, and internal APIs to complete tasks, not just answer questions.

Escalation & Handoff Layer

Routes conversations to human agents with full context when confidence is low or the request is sensitive.

Multi-Channel Deployment

Same bot logic deployed consistently across web chat, WhatsApp, Slack, and mobile.

Conversation Analytics

Dashboards tracking resolution rate, escalation triggers, and drop-off points to guide continuous improvement.

Our Methodology

Building Conversations That Actually Resolve Things

We map real conversation flows, design the layers each flow needs, integrate with your systems, and improve the bot from live conversation data.

Build Your Chatbot
01

Conversation Mapping

We document your highest-volume conversation types and the systems each one touches.

02

Layer Architecture

We design the intent, retrieval, action, and escalation layers specific to your use case.

03

Build & Integrate

We connect each layer to your real systems: CRM, helpdesk, inventory, or internal APIs.

04

Test with Real Conversations

We run the bot against real historical queries before it ever reaches a live user.

05

Monitor & Refine

We track resolution rates and retrain the intent layer as new conversation patterns emerge.

Conversations That Resolve,Not Just Reply

Give users one conversation that can understand intent, retrieve trusted information, act inside your systems, and escalate with context when needed.

4-layer
Understand, retrieve, act, escalate
Multi-channel
Web, WhatsApp, Slack & mobile
Real-time
Handoff with full context
Continuous
Retraining as patterns evolve