Virello 1.1: A marketing manager that understands how you work
Virello can compress long conversations, retrieve relevant past sessions and carry confirmed preferences across tasks—while keeping memory transparent, controllable and able to forget unconfirmed patterns safely.
What's new
One release. Clearly documented.
From the new capability to its practical value: every release shows what changed and how Virello now works better for you.
Virello no longer starts every conversation from zero
Good collaboration means you should not have to explain the same rules every time. Virello 1.1 brings that continuity to your AI marketing manager: confirmed preferences, firm constraints and proven ways of working can now remain useful beyond a single task.
This is not about storing every sentence forever. Virello separates the current conversation, compact session summaries and genuinely durable working knowledge. For each new request, it selects only the context that can help right now.
The result is less repetition, more consistent content and a working relationship that improves over time.
Long conversations remain actionable
Traditional chat systems mainly work with a limited window of recent messages. In longer projects, important decisions can eventually disappear from the immediate context.
Virello now creates structured checkpoints that capture goals, decisions, open questions, relevant topics and corrections. Recent messages remain available, while the checkpoint adds a compact view of the current working state.
If a summary cannot connect continuously to the latest messages, Virello automatically falls back to the proven recent-message window. The agent would rather use less context than rely on a misleading gap.
Past sessions become searchable
Not every useful detail should become a permanent preference. Sometimes you simply need to recover an earlier discussion, decision or campaign idea.
Virello therefore summarizes completed conversation segments as searchable sessions. Search combines exact wording with semantic similarity, helping you locate the relevant part without manually scanning the entire history.
Preferences, no-go areas and workflows can stay with you
Virello can maintain atomic memories for information that remains useful, such as:
- the tone of voice your brand prefers,
- claims or visual directions that should be avoided,
- the approval or production workflow your team follows,
- a correction that replaces an older assumption,
- recurring expectations that should apply to future work.
Every memory carries a type, source, confidence level and supporting evidence. The current user request always takes priority. Memory provides context; it cannot turn hidden instructions into authority over the agent.
Nightly pattern discovery—with clear boundaries
Virello can optionally look for repeated patterns across several days. This “Dreaming” mode does not promote an idea simply because it appeared more than once. A pattern needs multiple pieces of evidence separated over time and must belong to a low-risk category such as a preference, constraint or workflow.
One-off requests, contradictions, credentials and sensitive information do not automatically become durable knowledge. In Shadow mode, detected candidates remain visible for observation but never influence an answer.
Unconfirmed memories gradually lose weight
Memories you save explicitly remain stable until you change or forget them. Automatically detected patterns are handled more cautiously: if they are not confirmed again over time, their confidence decreases in controlled steps. Once a pattern reaches the safety threshold, it leaves the active context automatically.
This lets Virello learn without treating old system assumptions as permanent truth.
You decide how much Virello may remember
Memory and Dreaming can be controlled separately in the agent settings:
- Off: Virello continues to use the existing recent-message context.
- Shadow: Memory candidates are prepared in the background but cannot influence the agent.
- Active: Confirmed memories, relevant sessions and checkpoints may enter the working context.
Stored memories and Shadow candidates remain visible. You can add information directly, deliberately forget entries and decide which operating mode your organization uses. Memory remains safely set to Off by default for both existing and new customers.
More continuity for day-to-day marketing
Virello 1.1 is more than a longer chat history. It creates a controlled working memory for recurring marketing operations: brand rules need less repetition, corrections remain traceable and earlier decisions become easier to recover.
Virello can now grow with the working relationship—without taking away your control over what the marketing manager is allowed to know and use.