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Inference Wire

What happened in AI today, explained in 5 minutes.

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Media & Marketing·AI Agents & Automations·12 weeks

PR Workflow Platform

Turning 50+ client accounts into one automated PR platform

A PR firm with over 50 active client accounts wanted to move their operations onto a single platform that could keep up with their growth. We partnered with them to build an AI powered system that centralizes client and vendor data, automates reporting, and keeps everything secure with role based access controls.

80%

Report Time Reduction

25+ hrs/week

Manual Work Eliminated

<1 day

Client Onboarding Time

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PR operations dashboard software interface on laptop and mobile, displaying KPIs, automated workflows, and client campaign tracking.
“The thing that surprised me is how fast the team moved. We were still debating internal priorities and they already had a working version we could test. ”
RW

Rachel Whitmore

Director of Client Operations, PR Workflow Platform

Before

25+ disconnected spreadsheets, 6 hours daily on manual entry, unencrypted client data in shared files

After

One centralized platform, reports generated in seconds, role based encrypted access

Narrative

The full story.

The Challenge

The firm had grown to 50+ accounts and was managing clients, vendors, media placements, and campaign data across 25+ spreadsheets, roughly 6 hours a day of manual coordination. As the account load increased, keeping reports accurate across that many files got harder, especially on tight deadlines. The team estimated they were losing about $10,000 a month in time spent on rework and unbilled hours that could have gone toward client work.

What We Built

We built a single web application backed by a relational database and AI agents that handle the repetitive coordination. The agents generate branded PDF and Excel reports on a schedule, send follow ups and status updates automatically, and operate behind a role based access layer with encryption so each team member sees only what they need. A report that previously took 3 to 4 hours to assemble now generates in under 10 seconds.

Results

30+ hours per week shifted from manual data work back to client facing activity. Report errors dropped to fewer than 1 in 50, giving the team full confidence in what they send out. New client onboarding went from a 5 day setup to under a day since accounts, vendors, and templates all live in one place. The firm recovered the full cost of the build within 3 months through recaptured billable time alone.

Story gallery

Project snapshots.

Technical proof

How it was built.

Implementation details and the stack behind the delivery.

Implementation highlights

Key engineering decisions from this project.

Replaced 25+ spreadsheets with a single AI powered platform in under 12 weeks
Automated report generation, cutting assembly time from 3 to 4 hours to under 10 seconds
Deployed role based access control and end to end encryption for all client data
Built a flexible API layer for future integrations with media monitoring tools

Stack snapshot

Tools and platforms used in the delivery.

LaravelPHPOpen AI APILlamaMySQL

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