BrightWave is a mid-sized e-commerce retailer headquartered in Austin, Texas, serving more than 500,000 customers across North America with a catalog of over 8,000 home and lifestyle products. Founded in 2016, the company built its reputation on fast shipping and a personal, human touch in every customer interaction.But success came with growing pains. As order volume tripled over three years, the support team found itself buried under an avalanche of tickets.
The very thing that made BrightWave special—responsive, caring service—was becoming impossible to sustain at scale. Leadership knew that simply hiring more agents wasn't a long-term answer; they needed a smarter system that could grow with them without sacrificing the quality their customers had come to expect.After evaluating several options, BrightWave partnered with us to design and deploy an AI-driven support platform tailored to their unique workflows, product catalog, and brand voice.
By early 2024, BrightWave's support team was handling more than 12,000 tickets per month with a staff of just 15 agents. The numbers told a difficult story: average first-response time had climbed to over 9 hours, ticket backlogs regularly spilled into the following week, and customer satisfaction had slipped to 68%—the lowest in the company's history.
A deeper analysis revealed that nearly 60% of all incoming tickets were repetitive, low-complexity inquiries: "Where is my order?", "How do I start a return?", and "Can I change my shipping address?" Agents were spending the majority of their day answering the same questions instead of solving the nuanced, high-value problems that actually required a human touch.Morale suffered as a result. Agent burnout was rising, turnover had reached 35% annually, and the cost of constantly training new hires was eating into already thin margins. BrightWave needed a solution that would relieve pressure on the team, restore fast and reliable service, and do it all without losing the warmth their brand was known for.
We deployed an AI-powered support assistant integrated directly into BrightWave's existing helpdesk, with no disruption to their day-to-day operations during rollout. The implementation unfolded in three carefully managed phases over eight weeks.First, we trained the AI on BrightWave's full knowledge base, past ticket history, and brand voice guidelines so that automated responses felt authentically on-brand. The assistant began automatically resolving routine inquiries—order tracking, returns, address changes, and FAQs—around the clock, instantly and accurately.Second, we built an intelligent routing layer that analyzed the intent and complexity of each incoming ticket, escalating only the issues that genuinely needed human expertise and directing them to the agent best equipped to help. This ensured customers with complex problems reached the right specialist on the first try.
Finally, we delivered a custom analytics dashboard giving managers real-time visibility into response times, resolution rates, customer sentiment, and emerging trends. The dashboard surfaced recurring pain points early, allowing BrightWave to proactively update product pages and policies before issues escalated into ticket spikes.The result was a support operation that scaled effortlessly—handling more volume, faster, while freeing the human team to do their most meaningful and rewarding work.
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