6 Insights on How Constructor Knowledge Has Accelerated the In-House Legal Function and Cut Document Review Time by 99% Without Sacrificing Accuracy.
By Janka Németh, Lawyer / Head of Legal & Director at Constructor Knowledge
April 14, 2025
When 80+ pages of documents arrived in my inbox—some in German, others scanned, some incomplete drafts—I didn’t panic. I did what any lawyer would do: I started preparing for a long night. As Head of Legal at Constructor Knowledge, I am constantly facing pressure and procedural deadlines.
That’s why I use Aracor AI. Within five minutes, Aracor gives me intelligent insights that would normally take five hours.
Empowering the In-House Legal Function with Precision
As in-house counsel, my duty goes beyond legal review. I serve the organization’s leadership, its strategic mission, and ultimately, its vision.
To communicate effectively to stakeholders, my job entails distilling meaning from complexity: understanding core issues, identifying procedural triggers, and guiding company leadership through risk and opportunity. Aracor lets me do that in record time.
Turning Document Chaos into Legal Clarity
As example, the company was engaged in a complex government RFP process. Our team had received a patchwork of documents—Word files, PDFs, signed letters, spreadsheets—some in English, others in German. Normally, reading through it all with a fine-toothed comb would take hours. But with Aracor, I uploaded the entire bundle and clicked “One-Click Summary.”
The AI surfaced the following information and instructions:
- The official decision date: April 3
- The non-extendable deadline to respond: April 18
- A clear citation of the source document with hyperlink access
This wasn’t just useful. It was decisive. It meant I could begin advising leadership almost immediately, rather than days later.
Fulfilling My Fiduciary Duty with Strategic Insight
As a legal executive, I’m not just a reviewer—I’m a fiduciary. That means protecting the institution’s interests, anticipating risk, and enabling informed decisions. Aracor gave me the tactical advantage to do that.
In the RFP process Aracor identified key challenges that the company would need to overcome in order to achieve a successful outcome, including matters related to strategic and financial planning, regulatory frameworks, and internal governance.
It then read through our Company’s prepared responses and helped me validate and strengthen them within minutes, not hours.
From Legal Triage to Strategic Leadership
Thanks to Aracor, I wasn’t stuck in reaction mode. I moved quickly into strategic planning. The tool highlighted challenges and helped me think through resolutions. These comments became the basis for our legal and institutional response.
By removing the burden of document navigation, Aracor gave me space to think like an executive—not just an attorney.
AI That Amplifies In-House Legal Leadership
There’s a misconception that legal tech will replace lawyers. That’s not what Aracor did. It amplified my ability to serve Constructor Knowledge’s mission.
Legal leadership is about more than compliance—it’s about clarity, speed, and foresight. Aracor gave me the ability to deliver all three. In a setting where deadlines are firm and reputations are at stake, this platform allowed me to honor my fiduciary duty with confidence.
That’s how Aracor AI became my legal assistant—and a force multiplier for the value in-house counsel can bring to the table.
