Case Studies

Where AI-as-a-Service has already worked

Three engagements, three different problems — logistics automation, customer-facing portals, and corporate AI literacy. Names are kept general at the client's request; the work and results are real.

Logistics & Clearing

Cutting manual invoice processing to minutes

A Karachi-based clearing & forwarding company

Problem

The company's operations team was manually re-keying supplier and shipping-line invoices into spreadsheets to generate pay orders — a slow, error-prone process that delayed clearance and tied up staff for hours on every shipment. Charges needed to be grouped correctly by beneficiary, and certain charges (like the container security deposit) always had to be issued separately, which made the manual process easy to get wrong.

Approach

We built an AI-powered requisition generator inside their existing PHP/MySQL system. It reads uploaded invoices, extracts line items automatically, and applies the company's own business rules — grouping charges by beneficiary, separating out security deposits, and converting to PKR at the correct exchange rate — before generating a ready-to-use Excel requisition.

Result

What used to take an operations staffer 20–30 minutes of manual data entry per shipment now takes a single upload and a review pass. Errors from manual re-keying dropped, and the team could process a higher shipment volume without adding headcount.

Freight & Cargo

Replacing phone-and-email quoting with a self-serve portal

A Karachi freight logistics company

Problem

Customers had no way to track shipments or get quotes without calling or emailing the operations desk. This created bottlenecks during busy periods, delayed responses to customers, and gave the company no easy way to present its own tariff structure or service data to clients.

Approach

We built a full customer portal with live shipment tracking, an automated quote calculator, a browsable tariff structure, and an admin dashboard with analytics for the operations team — all with role-based access so customers, staff, and admins each see what's relevant to them.

Result

Customers can now get quotes and check shipment status themselves, at any hour, without waiting on a call back. The operations team gets a clear analytics view of shipment activity instead of tracking it manually, freeing up time previously spent answering routine status requests.

Corporate Training

Building AI literacy across every department at once

A Karachi corporate, multiple departments

Problem

Heads of department across the business were using AI tools inconsistently — some not at all, some without understanding how to get reliable results — with no shared baseline of AI literacy across the organization.

Approach

AIREV designed a corporate AI fundamentals training program covering Claude AI specifically, delivered as an in-person classroom session for heads of department across departments, with a live demo session ahead of full rollout to confirm fit before committing to the full program.

Result

Department heads left with a working, shared understanding of how to use AI reliably in their own function — a common baseline the organization didn't have before, and a foundation for further team-level training.

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