Women in Technology - Deborah Ketchmark

Deborah Ketchmark serves as Senior Director of Business Optimization at Consilio, where she advises on the strategic application of generative AI to strengthen eDiscovery review workflows, quality management and defensibility across complex, high stakes matters. With 17 years of experience, she partners closely with corporate legal teams, Consilio’s data analytics professionals, and internal AI development teams contributing practical, hands-on expertise across product design, testing, client adoption, and effectiveness evaluation, with a defined focus on privilege identification and privilege log descriptions. She also leads a team of privilege specialists supporting time sensitive investigative and regulatory matters, helping ensure accurate privilege determinations and efficient, defensible outcomes in high-risk cases.

How did you get into this industry?

My path into eDiscovery began in 2006, after relocating to North Carolina. What initially drew me in was the opportunity to work closely with clients, helping them develop thoughtful strategies while leveraging technology to improve accuracy, efficiency and defensibility in complex matters. From the start, I was energized by the pace of the industry. The exponential growth of data has continually reshaped how legal teams operate and that constant evolution has created meaningful opportunities to contribute to innovation and long-term growth. Over time, this dynamic environment solidified my interest in building scalable, technology driven solutions that support better outcomes for clients.

What were some pivotal moments in your career that helped shape your journey? 

There have been several pivotal moments throughout my career, but the most defining has been the convergence of generative AI into both our professional work and everyday lives. This is one of the rare moments where developments in eDiscovery closely mirror broader shifts happening across industries and society, just manifesting in different ways.

Being actively involved with Consilio’s internal AI development teams has been especially impactful. Contributing practical, hands-on experience across product design, testing, and client adoption has allowed me to help shape how AI is responsibly and effectively integrated into case strategies. Participating in this evolution, where we are not only using AI, but helping define how it should be applied, has been both challenging and rewarding.

 Have you ever experienced moments where your gender played a role in your career?

Personally, I have not experienced moments where my gender directly shaped my career trajectory. My path has been influenced far more by the choices I’ve made, the opportunities I’ve pursued, and, in many cases, the opportunities I’ve created than by gender-based experiences.

There were moments where the path forward wasn’t clearly defined, and rather than waiting for the “right” role or opening to appear, I focused on identifying gaps, building expertise, and demonstrating value. In several cases, that work helped shape roles and opportunities that didn’t previously exist.

That said, I recognize that experiences vary, and not everyone’s journey looks the same. What has mattered most for me has been staying focused on outcomes, continuing to build expertise, and holding myself to a high standard. That mindset has allowed me to navigate complex, high stakes work with confidence and credibility.

As a leader, this perspective reinforces the importance of creating environments where initiative, capability, and curiosity are rewarded and where others are supported in creating opportunities of their own.

What is your advice for someone working in a predominately male workplace?

My advice is intentional and practical: clearly define what you want your career path to look like, determine how you’re going to get there, and be prepared to do the work.

When building your network, it’s important to let go of any preconceived notions about what that network should look like. If we only surround ourselves with people in the same roles, at the same stage, or with identical professional circles, we limit our exposure to diverse thinking, new learning, and unexpected opportunities. The most valuable networks are often those that span different roles, perspectives, and experiences.

Equally important is using your network to support others. Look for opportunities for career development and growth for the women around you. An opportunity that may not be the right fit for you could be exactly what someone else in your network needs at that moment. Advocating for yourself, others, sharing opportunities, and creating pathways forward strengthens not only individual careers, but potentially other women around you.

Finally, remain open to paths that don’t look exactly as you planned. Growth often comes from unexpected directions and staying flexible, while continuing to build your value, is key to long term success.

What do you think companies could do to motivate more women to pursue careers in technology?

Organizations should start by clearly defining their goals and then building teams to execute against those objectives. That means focusing on strengths, fostering, and creating balanced teams with diverse perspectives.

Introducing women to a broader range of opportunities and ensuring their visibility into how their skills can translate across technical and strategic roles is key. When companies intentionally create space for different strengths and experiences, they not only motivate more women to pursue careers in technology, but they also build stronger, more resilient teams overall.

‍