An enterprise Wi-Fi network now drops 98% fewer connections

A Quebec fashion and apparel company ran 300+ wireless access points on several sites and logged about 500 Wi-Fi connection failures an hour. We found 40 causes and fixed them in under 3 days.

Client

A fashion and apparel company

Not named, by agreement with the client

Sector
Fashion and Apparel
Size
Thousands of staff, several sites
Where
Quebec
Duration
Rollout in under 3 days

The results

98%

Fewer Wi-Fi connection failures

40

Critical issues found and fixed

300+

Access points on one configuration

3 days

To roll it out across every site

The problem

What was the problem?

Staff lost their Wi-Fi in the middle of calls and file transfers, some laptops couldn't join at all, and the wireless LAN controller logged about 500 connection failures an hour, roughly 12,000 a day. The vendor had seen the logs and sent specialists on site twice. Each round brought new settings to try, and none of them moved the numbers.

About the client

A Canadian fashion and apparel company with thousands of staff on several Quebec sites. Its IT team runs the enterprise wireless network across every building and floor.

  • 500 Wi-Fi connection failures an hour

    Staff were dropped mid-task and between floors, and some devices never connected, so the Wi-Fi connectivity issues reached every site.

  • Vendor support closed the case

    After several escalations with full logs and two on-site visits, the vendor found nothing wrong in the access points and blamed the wired network instead.

  • Hundreds of Wi-Fi tickets

    Wi-Fi complaints filled the help desk queue every week, and staff stopped trusting the wireless network enough to rely on it for real work.

The work

What did we change?

We stopped guessing and read the data. Every error the controller logged was tied to an access point, a time and a cause, and the noise turned into a list of 40 issues behind almost 99% of the drops. We fixed each one, then brought more than 300 access points under one configuration, rolled out in under 3 days with no new hardware.

  1. Wi-Fi troubleshooting from the logs

    We grouped thousands of daily log entries by access point and cause, audited each configuration and firmware version, and checked channels and RF interference at every site.

  2. One configuration for every access point

    Settings that had drifted apart on each access point moved into one centrally managed baseline, so security and radio policy is now the same everywhere.

  3. Network automation we built ourselves

    Our in-house AI systems, trained for this kind of work, pushed the new configuration to every access point on every floor, with no engineer sent site to site.

What we worked with

  • Wireless LAN controller
  • Enterprise access points
  • SMEnode AI network automation
  • Centralised log monitoring
Timeline

How did the work run?

  1. Step 1 · Log analysis

    Read every log

    We sorted the controller's error logs by access point, time and cause, and audited every configuration.

  2. Step 2 · Remediation plan

    Fix the 40 issues

    Each critical issue got a root cause and a fix, ranked by how many drops it caused.

  3. Step 3 · Under 3 days

    Roll out and watch

    One configuration reached every access point at every site, and the logs confirmed the drop.

Led by
Saeid Ghobadi, CCIE Data Center
The result

What changed for them?

Wi-Fi connection failures fell from about 500 an hour to fewer than 10, a 98% drop, as logged by the wireless LAN controller. The hundreds of Wi-Fi tickets stopped. Every access point now runs one configuration managed from one place, and no hardware was replaced to get there. Problems now show up in the logs before staff notice them.

Before

Wi-Fi connection failures per hour

~500

Critical issues on the access points

40

Wi-Fi tickets

Hundreds

How access points are configured

One by one, settings drifting apart

How problems are found

When staff complained

After

Wi-Fi connection failures per hour

<10

Logged by the wireless LAN controller

Critical issues on the access points

0

All 40 fixed, the cause of about 99% of drops

Wi-Fi tickets

Gone

No longer a help desk issue

How access points are configured

One configuration, managed centrally

How problems are found

Continuous log monitoring

Hindsight

What would we do differently?

We'd go to the logs ourselves first. The early effort went to vendor escalations and two site visits, and each one ended with settings to try rather than a cause. The 40 issues only showed up once every log entry sat in one view, grouped by access point, time and cause. On large Wi-Fi networks, that log review now comes before any setting change or vendor ticket.

In the client's words

“Our Wi-Fi used to be the thing staff complained about every day. Now nobody talks about it, which is exactly how it should be, and we didn't replace a single access point to get there.”

CEO, Quebec fashion and apparel company
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