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AI Product POC Customer Success SaaS Intelligence Renewal Risk Operating Memory

Operating Intelligence Platform for Customer Success

How ApplauseLab helped Ovant turn scattered account data into an investor-ready customer success intelligence platform.

Operating Intelligence Platform for Customer Success
Client Ovant
Industry Customer Success / SaaS
Engagement AI Operating Intelligence POC
Outcome Investor-ready account intelligence demo
The Challenge

The account reality problem

Ovant needed to turn fragmented account knowledge into an investor-ready product demo: a platform that helps Customer Success teams understand what is happening across accounts, what needs attention, and what actions are already promised.

The work touched several connected systems:

  • CRM records
  • Google Calendar and meeting history
  • Emails and notes
  • Account documents and SoWs
  • Tickets and delivery updates
  • Individual AM memory
  • Notion / SharePoint / internal docs
  • Manual follow-up lists

The engagement raised these practical questions:

  • Which accounts are at risk?
  • What commitments are overdue?
  • What meetings need preparation?
  • What changed since the last interaction?
  • Which renewals are exposed?
  • Where can the team upsell or cross-sell?
  • What does the COO need to know without reading every note?

Ovant's goal was to show investors and early customers a clearer vision: customer success teams should have an operating layer that turns fragmented account signals into focused daily action.

The Solution

From scattered signals to explainable action

ApplauseLab helped deliver an operating intelligence POC around three levels of visibility and one signal-to-completion loop.

Signal
Suggested Action
Tracked Completion

Ovant surfaces explainable signals, suggests the next action, and links each action to completion evidence. The result is a working memory system for customer success teams rather than another CRM dashboard.

Role-Based Views

Three levels of visibility

Account Manager

Account Manager

What do I need to do today, and why?

A daily command center focused on today's priorities, overdue commitments, meeting prep, quick capture, and account-level actions.

Head of CS

Head of CS

Where is my portfolio exposed, and who needs support?

A portfolio overview showing account health, renewal exposure, workload, escalations, handovers, and team-level risk.

COO / Executive

COO / Executive

Where is revenue at risk, what is causing it, and what action is underway?

A leadership dashboard summarizing revenue exposure, churn risk, renewal confidence, top risks, and team performance signals.

What Was Built

Key product surfaces

Account memory engine

Captures account reality across CRMs, documents, tickets, and meeting history into a unified knowledge layer.

AI meeting prep

Generates context-rich briefings before every customer interaction, pulling relevant history and open commitments.

Quick Capture

Voice note capture and AI-suggested task creation for rapid account updates during or after meetings.

Task and commitment tracking

Links commitments to outcomes with tracked completion and AI-suggested task closure.

Renewal risk dashboard

Surfaces explainable renewal risk with countdowns, evidence trails, and at-risk ARR visibility.

Handover continuity

Maintains account context during AM transitions, ensuring no knowledge is lost during team changes.

Demo Flow

A day in the life

1

AM opens Today view

2

Ovant highlights a critical account

3

AM sees overdue commitments and renewal countdown

4

Meeting prep generates context

5

Quick Capture records interaction

6

AI suggests tasks or closure

7

HCS/COO sees portfolio-level risk update

Results

What was achieved

3 role views AM, HCS, COO dashboards built
Investor demo ready Prepared for an investor and customer presentation
£4.8M ARR Demo portfolio shown in screenshots
£825K at-risk ARR surfaced in dashboards
Explainable risk Risk signals tied to accounts and actions
  • Delivered an investor-ready demo around account handover and renewal risk
  • Built three role-specific dashboards for AM, Head of CS, and COO workflows
  • Connected renewal countdowns and risk signals to evidence trails
  • Linked signals, actions, captures, and completion evidence in one operating loop
  • Turned scattered customer context into a focused daily action view

Want to turn customer insight into repeatable action?

Bring one customer-success workflow and test whether supervised AI can carry more of the analysis and follow-up.