✳︎ Panoptia Labs

Strategic decisions rarely emerge from a single perspective.

Panoptia is a Product Lab – where strategy becomes product. Independent experts turn complex questions into validated decisions, testable hypotheses, and real outcomes.


How we work

Different perspectives. One space.

Decision Architecture

Structuring strategic questions, making priorities visible, and turning implicit bets into explicit ones – before resources are committed.

Narrative & Connectivity

Making ideas understandable and translating strategy into effective stories – so that decisions connect inside and outside the organization.

Product & Innovation Logic

Developing hypotheses, structuring experiments, and building operational connectivity – where strategic intent meets product reality.

Team ↗

Independent perspectives that deliberately complement each other – product, design, strategy, and systems thinking.


Field Notes

How we think.

How AI changes product work, what context engineering means in practice, and where design systems meet agentic workflows – curated observations and assessments from our lab.

David Latz · 04/24/2026

Fractional Design Leadership: Why the Model Works Right Now

Fractional Executives are established in the US — barely known in Europe. For Design Leadership, the model is particularly fitting: most companies need strategic design guidance, but not full-time. AI-powered workflows make the model scalable for the first time.

David Latz · 04/23/2026

Atomic Design After 10 Years: What Stuck, What Changed

Brad Frost proposed a composition logic for interfaces in 2013 that has since become standard knowledge. Ten years later, a stocktake is worthwhile — not least because AI-driven generation makes the taxonomy relevant in new ways.

All Field Notes →

Industry experience

Where we've delivered.

Retail

In retail, margins are shrinking while channels keep fragmenting. Digitizing here means moving legacy systems and new touchpoints forward at the same time.

At Douglas, we worked on the strategic foundation for their digital transformation — from innovation strategy to the first digital touchpoints across stores and e-commerce.

Future topics

Unified Commerce AI-Personalisierung Composable Commerce Retail Media Self-Checkout & Autonomous Stores

Construction & Trades

Construction and skilled trades are among Europe's least digitized industries. Fragmented value chains, paper-based processes, and over a million small businesses make standard solutions ineffective — what's needed are products that truly fit the daily reality of work.

At ABS Safety, we helped develop digital self-service products, and at ista we contributed to building management infrastructure across 17 countries. With Tooltime, we accompanied a trades platform from its first hypothesis to a market-ready spin-off.

Future topics

Construction SaaS IoT-Gebäudemanagement Mobile-First-Workflows Plattformökonomie Fachkräftemangel & Automatisierung

Insurance

Insurance operates with regulated products, long contract cycles, and complex legacy systems. Innovation often happens in separate units and rarely makes it back into the core business.

At codecentric, we translated insurance processes into digital products. At the black frame, we accompanied new benefits models from idea to testable product.

Future topics

Embedded Insurance Claims Automation InsurTech-Integration Parametrische Produkte KI-Underwriting

We listen before we design.

No pitch deck, no 90-slide framework. We start with a conversation — about your product, your market, and where things are stuck. From there we figure out together whether and how we can help.

Reach out directly — David and Jan are your personal contacts.

David Latz

David Latz

Jan Musiedlak

Jan Musiedlak

hello@panoptia.com