Give AI a memory it can trust

Memora is Yarnit’s agent memory layer for building AI that carries the right context across time. It preserves what matters, understands where a memory applies and how trustworthy it is, keeps knowledge current as things change, and compiles the right memories for every interaction, decision and workflow.

Memory should know more than what happened

Preserve what matters

Some information can be compressed. Some must remain exact. Memora preserves critical facts and evidence while allowing lower-fidelity context to be consolidated over time.

Know where to trust it

Every memory carries context about its scope, source and authority—so a verified enterprise fact does not become equivalent to an inference from a conversation.

Keep understanding current

Memory can change state as the world changes—remaining active, being updated, superseded, folded or forgotten without losing the history that matters.

MEMORY INTELLIGENCE

Built to remember selectively. And forget intelligently.

Keep the evidence that cannot afford to be lost
Memora distinguishes information that can be summarised from facts, decisions and evidence that must remain exact. Important source evidence is preserved before memory is consolidated or compressed.
  • Guided brief format, not a blank page
  • Objectives, KPIs, audience, and channel mix captured in one pass
  • Reusable as a template for future campaigns
Diagram showing data flow from Agents, Developers, and Users into a container labeled with Developers Data, Agents Data, Users Data, and Resource Data.
Know where a memory applies—and how much to trust it.
Memora associates memory with its relevant user, entity, task, workflow or domain, while retaining where it came from and its authority. A system-of-record fact, an explicit user statement and a model inference should not carry the same weight.
  • Content calendar generated from your brief, not built by hand
  • Select formats: blogs, social, email, ads, downloadable assets
  • Timeline adapts to your launch date
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Remember relationships, not just similarity.
Memories exist in relation to other memories, entities and events. Memora preserves temporal, entity, causal and dependency relationships so agents can reason over how context connects—not simply retrieve things that sound alike.
  • Individual content briefs, editable line by line
  • Add, remove, or reorder pieces before generating anything
  • Catches misalignment early, not after the draft is written
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Let memory change when reality changes.
Memora treats memory as living state rather than an immutable history. Context can be updated, superseded, invalidated, consolidated, reopened or forgotten while preserving the lineage needed to understand what changed.
  • Multiple formats generated simultaneously
  • Up to 50 content pieces per campaign
  • Each piece exits ready for its channel, not as a rough draft
Dashboard interface showing a data table with columns Title, Project, and Deadline, listing sample data testing, pro data example, data strategy, and analytics project with respective tags and due dates.
Remember what is useful now.
Stored memory should not become prompt history. Memora evaluates what deserves influence for the current task and compiles the relevant subset into context—using scope, authority, relationships, state and utility.
  • Live status across every content piece
  • Full team visibility, real-time updates
  • Nothing falls through the cracks
Dashboard interface showing a data table with columns Title, Project, and Deadline, listing sample data testing, pro data example, data strategy, and analytics project with respective tags and due dates.
INSIDE MEMORA

Agent memory engineered for the real world

Fidelity-Aware Memory

Preserve exact evidence where loss matters and compact context where it does not.

Scoped & Authoritative

Understand who and what a memory applies to, where it came from and how much authority it should carry.

Relational Memory

Preserve temporal, entity, causal and dependency relationships across memory.

Stateful Memory

Track what is current, superseded, obsolete, consolidated or active instead of treating stored context as equally valid forever.

Utility-Aware Recall

Separate what deserves to remain stored from what deserves to influence the current task.

Context Compilation

Compile the right memories for the current user, entity, task and workflow instead of dumping persistent memory into the model context.

BUILT FOR REAL WORK

See Memora in Action

See how Memora carries relevant context across interactions, agents, and workflows.So every experience builds on what came before instead of starting from scratch.

Yarnit AI for Commerce

Carry relevant preferences, constraints, previous choices and shopping context into future discovery and selling, without treating every interaction as a blank slate.

Yarnit AI for Marketing

Carry brand context, project decisions, audience understanding and relevant workflow history across planning, research, content and creative work.

Forward Deployed AI

Use Memora to carry relevant user, account, HCP, project, product or workflow context across repeated enterprise interactions and decisions.

Your next campaign is one brief away.

Start free, or let us walk you through it with your own brand loaded in.

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