Case Study

Concrete transformation of a sales and customer support team

Investment firms thrive on speed and sharp decisions, built on years of internal data. Their edge is finding what others miss.

Common pain points:

High-volume repeat tickets

Routine tickets consume 40–60% of support time; responses are slow, client satisfaction drops

Missed revenue signals

Unmined tickets and pipeline changes (e.g., competitor wins, newly unblocked features) leave revenue on the table

Long sale cycles and lead dropoff

Manual and ad-hoc lead qualification and follow-ups cause prospect attrition and slower closes

We uncovered high-ROI use cases for the firm, built knowledge assistants and custom AI agents, and trained the teams to succeed with them.

Our knowledge assistants connect the team's data to AI models, assistants and agents, delivering both company-wide productivity boosts and department-specific benefits.

This foundation unlocks enterprise AI use cases, with tangible results across teams in time saved, customer satisfaction, revenue, lead conversion rates, etc.

Our knowledge assistants connect the team's data to AI models, assistants and agents, delivering both company-wide productivity boosts and department-specific benefits.

This foundation unlocks enterprise AI use cases, with tangible results across teams in time saved, decision making quality, investor

Voila AI delivered:

  • an enterprise knowledge assistant platform directly sourcing from the team's data (SharePoint, CRM, Freshdesk, Intercom, meeting transcripts, etc.) powering AI Agents

  • without heavy IT changes needed

Transformation:

Deployment of an enterprise knowledge assistant, anchored in the team's data sources, that powers several custom AI agents:

Client ticket assistant

drafts responses to complex queries by pulling from tech docs and past solutions; human verifies for quick sends

Insights reporter

analyzes weekly tickets for patterns; generates reports for product/sales teams on features to build or upsell opportunities

Lead nurturer

qualifies website visitors, answers basics, and nurtures leads

Insights reporter

analyzes weekly tickets for patterns; generates reports for product/sales teams on features to build or upsell opportunities

Opportunity hunter

monitors new closes / features; scans CRM for similar past leads and suggests re-engagement

Lead qualifier

scores prospects using CRM notes and historical data; drafts personalized decks/outreach

Opportunity hunter

monitors new closes / features; scans CRM for similar past leads and suggests re-engagement

Sales coach

compares meeting transcripts to your sales playbook; gives feedback and post-meeting recommendations

and more…

With measurable impact:

50% faster ticket resolutions

20% shorter sell cycle

30% upsell increase


Our typical 8-week methodology, adapted for your scale

Client Testimonial

"Our goal was to make our knowledge base and CRM data accessible through our own AI platform. This was not only achieved but exceeded thanks to Voila AI, and it’s live: our own “AI platform” and we see great adoption across the organization.

Voila AI took our idea, ran an exploratory phase, incorporated and translated our requirements and then - they built and delivered in time and cost and even exceeded scope, building custom agents that were spot on.

Voila AI brings a rare combination of great technical skills, a structured approach (interviews, weekly check-ins, stakeholder alignment) and business acumen. We would absolutely, without any doubts and with the best conscience recommend their services. We will seek to introduce Voila AI to our portfolio companies."

David Kurmann

Partner

logo

Pragmatic AI transformations for measurable results

We are your AI transformation partners

logo

Pragmatic AI transformations for measurable results

We are your AI transformation partners

logo

Pragmatic AI transformations for measurable results

We are your AI transformation partners