Solution Architecture Spec

AI Knowledge & Support Agents

Unified Internal Knowledge & Instant Customer Support

Overview

Disorganized company documentation creates massive support bottlenecks and frustrates both customers and employees. Altimet AI builds custom Knowledge & Support Agents grounded directly in your company's authoritative data sources. By combining multi-stage document ingestion, semantic search, and strict citation guardrails, our agents answer complex questions accurately with zero hallucinations and seamless human escalation when required.

Operational Bottlenecks Addressed

Support teams drowning in repetitive tier-1 customer inquiries, driving up response times.

Internal staff losing hours searching through wikis, PDFs, and disjointed systems for critical information.

Inconsistent customer answers leading to customer churn and compliance exposure.

The Altimet AI Solution

We design and deploy production-grade RAG and agent architectures that connect directly to your existing systems (Notion, Google Drive, Zendesk, internal databases). Our systems include citation-backed responses, confidence scoring, automated feedback loops, and intelligent handoffs to human agents.

System Pipeline Flow

Multi-Source Ingestion

Ingests docs, PDFs, CRM logs, and wikis with automated real-time synchronization.

Semantic Chunking & Embedding

Retains contextual hierarchy and generates domain-specific vector representations.

Guardrails & Verification

Evaluates factual accuracy, filters hallucinations, and attaches exact source links.

Omnichannel Deployment

Integrates directly into web chat, Zendesk, Freshdesk, Slack, or Microsoft Teams.

Targeted Operational Metrics

65% Autonomous

Support Ticket Resolution

<10 Seconds

First Response Time

99.2%

Citation Accuracy

Deployment Phasing

Phase 1: Knowledge Audit Week 1
Phase 2: RAG Pipeline Build Weeks 2-3
Phase 3: Helpdesk Integration Weeks 4-5
Phase 4: Pilot & Optimization Week 6

Architecture & Integration FAQs

Operational details and technical requirements.

Get Started Today

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