Technology

Purpose-Built Technologies for the Full Enterprise AI Lifecycle

DistilleryWeaveContext MeshContext ViewsJourneyPersonalizationApprentice

Every customer, their own concierge.

Enterprises still engage customers as cohorts. Personalization gives every customer a concierge that proactively resolves their issues, anticipates their needs, and grows the relationship over time.

The Problem

Until GenAI, enterprises had no choice but to treat customers as cohorts. Marketing speaks to segments, apps render the same flows to everyone, and contact centers route customers through a 20-minute pass-the-parcel, each handoff demanding the customer re-state who they are and why they called.The personalization that does exist is incomplete, mistimed, and indistinguishable from spam. The cost shows up where it always has: lower NPS, higher churn, and a wall of human-only resolution between you and every meaningful moment with a customer.

Personalization — 1:1 Customer Engagement at Enterprise Scale

Personalization gives every customer their own knowledgeable, proactive concierge, across your app, web, chat, and contact center, with no rebuild required. Powered by Context Mesh and Context Views, it carries each customer's full history, intent, and account state across every surface, so the experience is consistent, informed, and genuinely tuned to that individual. Cohort-based marketing becomes a 1:1 relationship, and the human conversations become more human. Happy customers, lower churn, curated offers and greater lifetime value.
Personalization illustration

Capabilities

01

Channel-Agnostic Overlay

Without re-platforming what you have.

Personalization sits on top of your existing contact center, mobile app, web, and chat as an intelligent layer. Your infrastructure investments stay intact; the experience your customers feel is transformed.

02

Unified Customer Context

Live Customers never start over. Neither does the AI.

Context Mesh captures the full state of every customer across systems (orders, history, preferences, prior conversations) and Context Views serves each agent the precise slice it needs to act, in real time. When a customer moves from chat to voice to a human rep, the context follows them. The pass-the-parcel experience ends.

03

Proactive, Hypothesis-Driven Engagement

A concierge that asks, learns, and acts: one conversation at a time.

Personalization initiates outreach, gauges interest, and asks follow-up questions to refine each customer's profile. Hypotheses get tested in real conversations; upsell, cross-sell, and partner offers reach the customers most likely to value them, bypassing the cohort they happened to land in. The result is a nuanced individual profile that compounds with every interaction, and a marketing motion that finally moves at the speed of the customer.