What We Learned at Google AI Academy

TL;DR: Cliwant was selected for Google AI Academy. The program deepened our thinking on responsible AI deployment in high-stakes professional workflows, which directly shapes how contrl handles proposal generation.

Selected for the program

Google AI Academy accepts companies building meaningful AI applications across industries. Cliwant was selected based on our approach to AI-driven proposal management. Specifically, our focus on augmenting human expertise rather than attempting to replace it.

The program brought together teams working on AI applications in healthcare, finance, logistics, and professional services. The common thread was a commitment to building AI systems that handle the tedious, error-prone work while keeping humans in control of strategic decisions.

The key lesson: trust through transparency

The most impactful sessions focused on trust in enterprise AI. Users of high-stakes tools need to understand why the AI made specific decisions, not just what it produced. In healthcare, this means explainable diagnoses. In proposals, this means traceable content.

This reinforced a design principle we had already adopted in contrl: every generated section traces back to the source material. When your reviewer asks "where did this claim come from?" the answer is one click away, linked directly to the relevant RFP section or template content.

How this shows up in contrl

Proposal teams work in high-trust environments. Your company's reputation is on the line with every submission. AI-generated content that cannot be verified is a liability, not a feature.

contrl was designed with traceability at its core. Every paragraph in your generated proposal references its source. The compliance matrix shows exactly which RFP requirements map to which slides. Nothing is a black box. Your team can review, verify, and submit with confidence.

Google AI Academy validated that this approach (transparent, traceable, human-in-the-loop AI) is the only way to build trust in enterprise workflows. We built contrl that way from day one.