Hary Periya

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Senior Partners Were Reading Contracts Junior Staff Could Have Flagged

I worked with a professional services firm where senior staff were spending their most expensive hours reading routine contract language that did not actually need their judgment.

1, Partners were reviewing every clause in every contract, regardless of how routine the language actually was
2, Client turnaround on standard agreements slipped because review queues backed up behind senior calendars
3, Junior staff could not be trusted with the review yet, so nothing got delegated at all

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Loan Decisions That Took Weeks now takes days

I worked with a mid sized lender where good loan applicants were waiting weeks for a decision that the data could have supported in days.

1, Underwriting backlogs meant strong applicants walked to a competitor before a decision was even reached
2, Manual file review across credit, income, and risk data was repeated by every reviewer on every file
3, Faster competitors were not taking more risk. They were just moving faster through the same checks

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AI Powered Enterprise Email Security

Every business email compromise starts the same way, an email that looks real but is not.

1, Where it shows up: an email lands in someone’s inbox that looks like it came from a vendor, a bank or a coworker, and nothing in the subject line gives it away.
2, What it costs: one convincing spoofed email can lead to a wire transfer, a stolen password or a ransomware payload, often before IT ever sees it.
3, Why the usual fix fails: spam filters catch obvious junk, but a well crafted spoof passes basic filtering because it is not spam, it is a forged identity.

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