AI Axis 4.15.0: Richer Conversations, Faster Lookups, Smarter Clarification

What’s New

Conversation Memory — 25–40 Turns

The assistant now retains up to 25–40 turns of conversation context, up from 3. Entity names, segment references, past search results, and prior context are carried forward correctly across long conversations. You no longer need to restate context or re-explain what you’re looking for — the assistant remembers.

Clarification Flows

When the assistant asks a clarifying question to disambiguate your request, it now correctly reconstructs the original intent after you answer. Follow-up turns now understand what the assistant was trying to accomplish, eliminating the “lost in translation” feeling after clarification loops.

LinkedIn Profile Lookups — Restored Reliability

LinkedIn profile lookups now remain reliable after credential rotation. Previously, the service held stale credentials until restart, causing lookups to fail silently. Credential updates now take effect immediately.

What This Means for You

For Sales Teams

Multi-turn research conversations just got easier. Ask your agent to find a prospect, refine the search, dive into their background, and the agent remembers everything — no restating, no re-searching.

For Marketing Teams

Long-running campaign analyses are now practical. Walk your agent through audience analysis, competitor positioning, and creative strategy in a single continuous conversation.

For Operations

Credential rotations no longer break lookups. Update your API keys, and the agent picks them up instantly — no service restarts required.

Version: AiAxis 4.15.0 | Released: July 6, 2026 | Component: AI assistant core

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