The context layer for customer-facing AI

Automate human interactions humanise digital interactions.

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Retained

CUS-2024-7842

95%

Est. Retention

430

Features

12

Interactions

Seeks to transition into environmental policy. Balancing work commitments with part-time study. Previously completed a Bachelor of Science. Shows interest but repeatedly defers enrolment decisions.

expressing gratitude for enrolment assistance (3)confirming fee help process details (2)information seeking about course details (2)

The Problem

0%

of AI agents fail in complex customer-facing scenarios.

Source: Salesforce Research

01

Even best-in-class chatbots are stuck in narrow, deterministic scenarios — booking, routing, scheduling.

02

They lack the domain knowledge, customer context, and soft skills to handle complex scenarios.

03

Documenting this for Agentforce or Fin AI takes weeks of manual overhead. We do it immediately and comprehensively.

04

To build AI agents that really work across a wide range of use cases, you need to build this foundation on historical calls.

Knowledge extraction

Weeks of manual effort

24hrs

We mine historical calls automatically. No workshops, no documentation sprints.

Emergent features

Documented policies

100,000+

Every pattern your best people know but never wrote down — extracted at scale.

Coverage depth

Scripted FAQ paths

Hard & soft skills

Domain knowledge, customer context, empathy cues — not just policy lookups.

Emergent Feature Extraction

Your most valuable context is sitting inside historical calls.

We process thousands of hours of customer interactions to extract the knowledge, patterns, and emotional intelligence that define great conversations — context that CRMs were never designed to capture.

Customer Context

2 clusters
PRIOR LEARNING RECOGNITION
SCHEDULING ABOUT CAMPUS VISIT

Domain Knowledge

2 clusters
INDIAN TEACHING QUALIFICATION ISN'T APPLICABLE
CENSUS DATE IMPLICATIONS

Policies & Procedures

2 clusters
EXPLANATION ABOUT HIGHER EDUCATION ENROLLMENT
CREDIT TRANSFER POLICIES

Soft Skill

2 clusters
EMPATHY AND REASSURANCE PROVISION
SUPPORT ABOUT ACADEMIC RESOURCES

What our customers say

Their innovative thinking and AI solutions have revolutionised the way our teams operate, providing actionable insights that have significantly enhanced our efficiency and effectiveness. Sentiment AI have been key in identifying student needs by leveraging AI driven insights, enabling us to tailor and proactively attract and engage prospective students more efficiently. The professionalism, expertise and collaboration provided by Sentiment AI has been exceptional.

Head of Sales

Large OPM provider, Australia

See what your conversations reveal.

We’ll map your historical interactions and show you the context your AI agents are missing.

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