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Results in 30 days

40-60 hours of analysis. Now 2 minutes.

400+ tickets per month and no visibility into patterns. We analyze 100% of tickets with PII redaction and deliver stakeholder-ready insights.

You're sampling when you should be scanning everything

Manual analysis covers a sample. Patterns hide in the tickets nobody reads. Root causes go undiagnosed for months.

We analyze every ticket, redact PII, and surface the patterns that matter.

Export. Analyze. Act.

1

Export your tickets

Ticket data from Freshdesk or your ticketing system.

2

AI analyzes everything

100% coverage with PII redaction. Patterns identified, root causes surfaced.

3

Act on insights

Stakeholder-ready findings with impact estimates and recommended actions.

Results

BeforeAfter
Analysis time: 40-60 hours2 minutes
Coverage: Sample-based100% of tickets
PII compliance: Manual redactionAutomated protection

Technology

Tech stack

Programming Languages (Python, Node.js, or custom)Support Platform (Freshdesk, Zendesk, or your system)Workflow Automation (n8n, Zapier, Make, or custom)

What our clients say

"Working with Ability.ai helped us streamline parts of our customer support and community management. Their automation tools saved our team time and made our processes more efficient."
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Boiko Dmytro

COO

HOLYWATER

"Omg this is insane what you've done with the MVP without much direction from me. I appreciate the depth of your work and see so much long term work together."
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Erik

NutraDirect

"From day one, Ability.ai brought a thoughtful, results-first approach to our partnership. They quickly understood our goals, proposed pragmatic solutions, and moved implementation forward with minimal friction. Their responsiveness and domain expertise have improved both our team’s efficiency and the impact of our campaigns."
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Mike Rizzo

VP Sales

MarketingOps

Ready to get started?

Book a strategy call. We will scope your project in 30 minutes.

How we get there

1

Discovery call

30-minute conversation to understand your pain points and current workflow.

2

Scoping & proposal

We define the deliverables, timeline, and fixed cost for your starter project.

3

Build & iterate

We build, test, and refine with your team. You see progress every week.

4

Handover & scale

You own the system. No subscriptions. Scale to more solutions when ready.

Fixed-cost starter project. No platform fees. You own everything.

Questions about ticket analysis

Automatic detection and redaction of names, emails, phone numbers, addresses, and credit card info before analysis. Compliance-ready from day one.

Pattern detection (common issues, categories, trends), root cause identification, impact estimation, and stakeholder-ready recommendations for action.

Support directors typically save 40-60 hours per major analysis cycle. Most teams run this quarterly (160-240 hours/year = $20K-$35K at manager rates). ROI typically 400-500% in year one.

Freshdesk, Zendesk, Intercom, and most ticketing systems that can export ticket data via API or CSV.

Yes. No platform fees. We build the infrastructure in your stack, hand over the keys, and you own it forever.