The cost of support AI
without memory
Three ways memory transforms support
Resolution with Full Context
The agent accesses the customer's full history: previous tickets, attempted solutions, and preferences.
Memsolus provides the agent with complete customer context before the first response: how many tickets were opened, what the last issue was, which solution was applied, and whether it recurred. With this context, the agent skips basic diagnosis and goes straight to the solution.
Bruno opened his third import ticket in two months. Previous agents restarted the integration as a temporary fix. The Memsolus agent detects the pattern and routes directly to engineering — without repeating the same palliative solution.
Intelligent Escalation
Detects frustration patterns and complexity in real time. Escalates to the right specialist with full context.
Intelligent escalation works in two dimensions: it detects when a problem exceeds the agent's capacity and, when escalating, sends full context to the specialist — who picks up where the agent left off, without duplicating effort.
Carla, an IT manager, has a critical data sync issue. Memsolus detects: Enterprise plan, three failed attempts, high urgency. The senior specialist joins the conversation with full context and resolves it in 15 minutes.
Living Knowledge Base
Learns from every resolved ticket and automatically surfaces solutions for similar future cases.
When an agent resolves a problem, Memsolus structures the solution and makes it available for semantic search in future tickets. The next time a similar issue appears — even described in different words — the agent receives suggestions based on real resolution history.
A new agent receives their first ticket about PDF export timeout with over 500 records. Memsolus identifies 6 similar cases from the past two months and presents the solution pattern. The agent resolves it in 8 minutes.
Results that
transform support
Support teams implementing persistent memory report significant improvements in key quality and efficiency metrics.
View Documentation →Works with your current platform
Complete endpoints to create, search, and manage memories per customer, ticket, and agent. Compatible with any helpdesk.
Zendesk · Intercom · FreshdeskMCP server to connect Memsolus directly to compatible agents without additional code. Integration in minutes.
Claude · GPT-4 · GeminiReal-time sync — memories created when tickets are resolved, context injected when new tickets are opened.
Real timeTypeScript for Node.js and React backends. Python for ticket analysis pipelines and automations.
SOC-2 · GDPRMemory that turns every
interaction into a definitive resolution
First-contact resolution
The agent knows the full history before responding — no repeated diagnosis, no palliative solutions that come back.
Living knowledge base
Every resolved ticket feeds the base. Institutional knowledge grows with use — new agents resolve at the speed of veterans.
Scale without proportional cost
Sub-150ms latency for context retrieval. Personalized support for thousands of simultaneous customers without degradation.