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Context Engine

Turn every interaction into a compounding, durable advantage.

Memory

Greet customers with context, not scripts.

Memory interface giving a claim status update
  • Continuity

    Tie every interaction to one person, so you can pick up where the last conversation left off, even across channels.

  • Data sovereignty

    Own your memory layer—permissioned, retained on your terms, and exportable to your warehouse or any external system.

  • Customer data 

    Integrate with systems of record to access complete customer history—purchases, account information, and more. 

Signals 

Proactively engage customers based on real-time behavior and insights.

a screen showing history of activity in the system
  • First- and third-party signals 

    Respond to customer activity as it happens—behavior, transactions, account changes, and more. 

  • Continuous reasoning 

    Stay awake between conversations, reassessing each customer and their needs as new information arrives.

  • Contextual relevance

    Weigh each signal against full customer context to act only on what matters.

Personalization 

Turn context into the right recommendation for every customer.

  • Next best action 

    Replace static rules with AI that automatically optimizes for your outcomes based on custom strategies.

  • Guardrails 

    Define non-negotiables—like protecting NPS or margins—and the agent pursues the outcome inside those lines, automatically.

  • Compounding outcomes

    Learn from every interaction, so each decision compounds into a competitive edge.

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Context snowball

Every business has the data. The hard part is getting the right piece to the right agent in time to act. Context Engine turns scattered data into decisions that get sharper with every interaction. That context is your moat — and it only grows from here.

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Horizon

Horizon agents orchestrate outbound and inbound interactions over days or weeks — not just single conversations. A context engine and long-horizon planning turn every interaction into a compounding advantage, so your agents get smarter as your customer relationships deepen. It's Sierra's outcomes-based model at scale: you pay for results, not tokens.

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Find out how Sierra can help you deliver better outcomes with AI.