Code volume is visible.
Code consequence is not.
AI increases the amount of code entering your systems faster than any toolchain was built to assess it. That gap sits in the tooling, not in your teams. Seerene shows what happens next: complexity, rework, quality, risk, ownership, capacity and value, across all teams and technology stacks. It measures the system, not the individual.
Potential waiting to
be unlocked
Customers creating value with Seerene
One independent view of your entire software production.
Not aggregated self-reporting. An independent baseline that looks the same whether you are in the code or in the executive conversation.
Your teams are shipping AI-generated code faster than any existing review process was built for. Seerene gives you one consistent view across every team, without adding effort or process for anyone. It measures the system, not the people in it. No developer rankings, no individual tracking.
Whenever management asks for a clear picture, you have one at hand. Evidence-based, independent, consistent across every team you run.
Software production is now answered at board level.
AI now produces code faster than organizations can oversee it. The question is no longer how to build software, but where humans still create value, where AI can scale, and where structural risk begins to accumulate.
These questions are no longer theoretical. Boards, CFOs, and regulators already expect answers grounded in facts.
Git tracks commits. Jira tracks delivery. CI/CD tracks deployment. But none of them show where value is created, complexity reduced, or risk contained.
Code volume is visible. Code consequence is not. AI accelerates the first while widening the gap to the second.
Seerene adds a read-only system layer above your existing toolchain, making software production visible in one consistent model.
- Value contribution. Which production lines create business value, and at what cost.
- Risk surface. Where knowledge concentration, complexity, and critical defects create risk.
- Real capacity. How much engineering time is lost to friction versus creating new value.
- AI exposure. Which parts are ready for AI augmentation, and where human judgment remains essential.
Make engineering reality legible.
Seerene was developed at the Hasso Plattner Institute. The methodology is academically grounded, peer-reviewed, and independent of any software vendor.
Major professional services firms deploy Seerene in their client engagements. The same independence that satisfies external auditors gives your leadership chain a foundation it can rely on.
Comparable data across teams and departments puts your results into context. Combined with our experts’ knowledge of similar companies, you can identify the most impactful improvement opportunities immediately.
Read-only. Non-invasive. A baseline your entire leadership chain can work from. In 30 days.
No new workflows for your teams. No tools to install, no process to roll out, no migration to plan. Engineering Leadership gets an independent portfolio view that is consistent with what every team sees on the ground, and consistent with what the board needs to see.
A confidential forum for executives who run software at scale.
The Software Excellence Network brings together CTOs, CIOs, Heads of Engineering, CEOs, CFOs, and supervisory board members for off-the-record exchanges on software production, AI adoption, and engineering governance. Founded by Seerene. Independent of any single vendor. By invitation only.
Roundtables · Masterclasses · Academic research access · Sector-specific forums
30 minutes with Dr. Johannes Bohnet.
Dr. Johannes Bohnet leads every Executive Briefing personally. A strategic assessment of your situation, tailored to your industry and company size.
Seerene - August-Bebel-Straße 26-53, 14482 Potsdam, Germany
hello@seerene.com · +49 331 706 234 0