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PRECISION AI SUPPORT ARCHITECTURE

Customer support that answers from your own documents.

Connect your business documents, website sitemaps, and help center articles. Deploy an autonomous support agent across Web and WhatsApp that answers with citations, flags uncertainties, and seamlessly hands off to your team.

No credit card required5-minute instant setupSOC-2 Type II & AES-256
LAYBUILD_CORE
ONLINE · ZERO DRIFT

Active Knowledge Sources

4 indexed assets
pricing_and_plans_2026.pdf
Synced

Enterprise tier includes dedicated VPC, SLA guarantees, and multi-tenant WhatsApp routing.

14.2k tokens2h ago
cancellation_refund_policy_v2.docx
Synced

Refund requests processed within 30 days of purchase; credit returns to original payment rail.

8.4k tokens1d ago
api_troubleshooting_guide.md
Synced

HTTP 429 indicates rate-limit saturation; backoff interval requires exponential multiplier.

22.1k tokens3d ago
https://docs.laybuild.com/sitemap
Indexed

Live crawler keeps public documentation pages synchronized every 6 hours automatically.

58.9k tokensJust now
RETRIEVAL TELEMETRYACTIVE
Inference
184ms
Context
32k tokens
Precision
99.4%
99.4% Grounded
Test Scenario:

What happens if I cancel my subscription mid-billing cycle?

10:24 AM
SYNTHESIZED WITH DETERMINISTIC CITATION

According to our refund policy, subscriptions can be canceled anytime from Account > Billing. You retain full access until the end of the billing period, and eligible refund requests submitted within 30 days are credited to your original payment method.

cancellation_refund_policy_v2.docx
Section 4.1 · Billing & Grace Periods
Response generated in 184ms
450+
Active Deployments
2.4M+
Queries Verified Monthly
99.4%
Citation Grounding Rate
< 200ms
Average Vector Retrieval
DEPLOYMENT LIFECYCLE

How setup works in 5 minutes

From raw customer documentation to a production-grade, hallucination-resistant support agent operating across web chat and WhatsApp.

STEP 01RAG Ingestion

Ingest Documents & Sitemaps

Upload customer guides, policy docs, or point the crawler to your help center.

Native parsing for PDF, DOCX, Markdown, and CSV
Automated sitemap sync every 6 hours
Zero manual chunking or database configuration needed
STEP 02Safety Guardrails

Calibrate Guardrails & Persona

Define brand tone, confidence thresholds, and deterministic citation rules.

Strict grounding mode: refuse to answer without verified citation
Custom human handoff triggers for refund and billing intents
Support department routing across sales and technical desks
STEP 03Instant Transport

Embed Widget & WhatsApp Gateway

Deploy across customer touchpoints with a single embed snippet.

Single copy-paste script tag for any web framework
Meta WhatsApp Cloud API with native voice note transcription
Bi-directional webhooks for Zendesk, Slack, and Intercom
STEP 01_CONFIG_INSPECTOR
AUTOMATED RUNTIME
Direct File Upload
Drag & drop PDFs, Word files, or Markdown guides. Real-time OCR and structural parsing.
Automated Web Crawler
Input any sitemap. Daily differential sync checks for edited or new help docs.
Hybrid Vector Embeddings
Stored securely in dedicated PostgreSQL pgvector instances with 1536-dim embeddings.
DETERMINISTIC INGESTION PIPELINE

How a customer question becomes a verified source answer

Every customer inquiry passes through strict hybrid retrieval, vector cross-encoder reranking, and hallucination verification before any response is transmitted.

PIPE_INSPECTOR \\\\ HYBRID_RETRIEVAL_QUERY
DRIFT: 0.00STAGE: 03/05
Active Stage
Semantic Search
Hybrid BM25 + dense vector cosine retrieval.
EXECUTION ENGINE
PostgreSQL 16 + pgvector HNSW + BM25 tsvector
BENCHMARK TELEMETRY
Cosine similarity threshold: 0.82
STEP LATENCY
42ms (Cumulative: 184ms)
Deterministic check validated. 100% compliant with source grounding.
REAL-TIME VECTOR RUNTIME EMISSIONPAYLOAD_STATUS: OK
{
  "query": "What happens if I cancel my subscription mid-billing cycle?",
  "bm25_matches": 12,
  "vector_candidates": 24,
  "fused_rank_method": "reciprocal_rank_fusion (RRF)",
  "top_candidates": 5
}
REAL-TIME HUMAN TAKEOVER

Zero-friction Team Escalation & Inbox

When a customer needs human empathy or asks a sensitive edge-case question, LayBuild AI instantly flags the thread with full conversation history and context summary.

Team Escalation Console

Unified Web & WhatsApp support queue

1 Requires Attention2 Handled
Active Queue (3)

Marcus Vance

([email protected])
Channel: Web · Escalation Reason: Sensitive billing intent
Customer

Hello, our invoice was billed twice for our monthly enterprise seat tier.

11:02 AM
LayBuild AI

I checked your account billing records. While our policy allows for credit reconciliations within 30 days, billing disputes require human verification. I have flagged this for our finance team.

11:02 AM
Customer

I need to process an immediate billing dispute for charge #9021.

11:04 AM
Server-side takeover lock engaged
Audit log #audit_77b2
VALUE & CAPACITY METRICS

Calculate your support cost savings

Estimate your deflection rate and team hours returned when LayBuild AI resolves repetitive policy, billing, and onboarding questions instantly.

3,500 tickets
50012,50025,000
$14 / ticket
$4$20$35
78% automated
50%70%90%
PROJECTED RETURN78% DEFLECTION
Annual Net Savings
$458,640
$38,220 saved every month
Automated Tickets
2,730
Hours Reclaimed
546 hrs/mo
View Flat Pricing Plans

Flat monthly plans · Zero per-resolution fees

ENTERPRISE PRIVACY & RUNTIME GUARANTEES

Architecture, security, and developer hooks

Enterprise-grade data isolation, encrypted credential vaults, and bidirectional event webhooks built for mission-critical customer operations.

TLS 1.3 ENCRYPTED
// Production Webhook Listener
import express from 'express';
import { verifyLayBuildSignature } from '@laybuild/sdk';

const app = express();
app.post('/webhooks/laybuild', express.raw({ type: '*/*' }), (req, res) => {
  const isValid = verifyLayBuildSignature({
    payload: req.body,
    signature: req.headers['x-laybuild-signature'],
    secret: process.env.LAYBUILD_WEBHOOK_SECRET,
  });

  if (!isValid) return res.status(401).send('Unauthorized');

  const event = JSON.parse(req.body);
  if (event.type === 'chat.escalated') {
    // Notify human agent in internal Slack / Zendesk
    dispatchToTeamInbox(event.data);
  }
  
  res.status(200).json({ received: true });
});
AES-256-GCM Encryption

All uploaded documents, vector embeddings, and API keys are stored encrypted at rest using AES-256-GCM.

Zero Public Model Training

Your proprietary documentation and customer conversations are strictly quarantined and never used to train public models.

PostgreSQL pgvector Isolation

Isolated row-level and tenant partitions safeguard enterprise knowledge bases from cross-talk.

Bi-Directional Event Webhooks

Push real-time escalation events, customer ratings, and resolution tickets directly into your internal tooling.

Why switch

Keyword chatbots vs. LayBuild AI.

How an assistant that answers from your own content differs from a rule-based chatbot.

Where answers come from
Keyword chatbots:
Keyword rules and fixed flowchart buttons
LayBuild AI:
Your documents, website pages and FAQs
When it can’t answer
Keyword chatbots:
Loops back to the menu or sends a canned reply
LayBuild AI:
Says so and offers to hand the chat to your team
Reaching a person
Keyword chatbots:
Customers can get stuck with no way to reach someone
LayBuild AI:
Any agent on your team can take over the chat
Setup
Keyword chatbots:
Flows and rules built by hand, one path at a time
LayBuild AI:
Paste your website link or upload your docs, then copy one embed snippet
Keeping answers current
Keyword chatbots:
Every policy or price change means editing the flows
LayBuild AI:
Answers your team resolves can be saved and reused
Pricing
Keyword chatbots:
Per-agent fees, and some tools charge for each AI answer
LayBuild AI:
Flat monthly price from ₹1,499/mo, no per-resolution fees
WhatsApp
Keyword chatbots:
Often website-only, or needs custom development
LayBuild AI:
WhatsApp Business through the Meta WhatsApp Cloud API
AI model
Keyword chatbots:
Tied to one vendor’s model
LayBuild AI:
OpenAI, Anthropic Claude or Google Gemini, or your own API key
Want to try it on your own docs?
Plans start at ₹1,499/mo. Annual billing is 20% off.
Questions

Clear answers to your most common questions.

Setup, answer accuracy, WhatsApp support, and how your data is protected.

It answers only from the documents, website pages and FAQs you add. If the answer isn’t there, the assistant tells the customer it can’t find it and offers to connect them with your team. It can only be as accurate as the content you give it, so keep that content up to date.

Have a question that isn’t answered here?
Email [email protected] or send us a message, and we’ll reply.
Talk to us
GUARANTEED ZERO HALLUCINATION DRIFT

Ready to answer from your real documents?

Connect your business documents and launch an autonomous support assistant across Web and WhatsApp in under 5 minutes.

Free 14-day trialNo credit card requiredCancel anytime
For developers and IT teams

Architecture, security and webhook details