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Case Study · Fintech · AI Automation

Lending Automation

End-to-end AI pipeline from lead scoring to disbursement decision.

Propensity Score

ML model ranks applicants by conversion likelihood.

Automated: applicant scoring · Tools: TODO · Time saved: TODO
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AI Calling

Voice AI makes outbound calls, handles objections, qualifies leads.

Automated: outbound calling · Tools: TODO · Time saved: TODO
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Call Analysis

Transcription + sentiment + intent extracted post-call.

Automated: call scoring · Tools: TODO · Time saved: TODO
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Decision Engine

Auto approve / reject / follow-up routing.

Automated: routing · Tools: TODO · Accuracy: TODO
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Next Action

CRM update + next touchpoint scheduled automatically.

Automated: scheduling · Tools: TODO
TODO: real metrics (time saved, conversion lift, accuracy) · tech stack (propensity model, voice AI) · before/after numbers.
Case Study · Security · AI Automation

VAPT Automation

Full vulnerability assessment pipeline. Recon to report. Entirely automated.

Reconnaissance

Target mapping, asset discovery, scope definition.

Automated: recon · Tools: TODO
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Vulnerability Scan

Automated tool orchestration (Nmap, Burp, etc.).

Automated: scanning · Tools: TODO · Coverage: TODO
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Exploitation

AI-guided exploitation attempts.

Automated: exploitation · Tools: TODO
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Analysis

Severity classification, CVE mapping.

Automated: triage · Tools: TODO
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Report Generation

Full VAPT report with remediation steps + exec summary.

Automated: reporting · Time saved: TODO

Impact

Before: Manual VAPT → [X days] → [Y vulnerabilities]
After: Automated → [X hours] → [Y+ vulnerabilities]

TODO: real timeline (manual vs automated) · tools integrated · accuracy/coverage improvement · client context (without naming client).