Instant, agent-driven spatial analysis and decision-making Artificial Intelligence • Maps 7 115 getviktor.com An AI coworker that actually does the work Productivity • Artificial Intelligence • Business Matt Swulinski I run growth at Wispr Flow, so I spend most of my time deep in AI tools and automation. I'd been following Fryderyk and the Zeta Labs team since Jace, their AI email assistant, and was impressed by how fast they shipped product. When Fryderyk showed me Viktor, it clicked immediately. I'd been spending hours building automations in Claude Code - stitching together context, writing scripts, trying to make things persistent and scheduled. Viktor did all of that natively. It just lives in Slack, already has the context from your tools and conversations, and runs on its own. But the thing that genuinely blew me away was the proactive behavior. Viktor doesn't just wait for you to ask. It observes how your team works, chimes in when it spots something relevant, and suggests automations you didn't think to set up. I've never seen an AI tool take initiative like that. I ended up advising the team on growth strategy because I believe this is how every team will work within a few years. Not another tab. Not another tool. A coworker that lives where your team already communicates. If you're skeptical, give it your worst task. That's what convinced me.
PangeAI is an agentic layer over geospatial data: satellite imagery, vector geometries, coordinate systems. You can answer physical-world questions without a GIS team. "Which of my 400 sites flooded last month?" Minutes, not weeks. Built between Silicon Valley and Europe
PangeAI automates siting workflows and risk assessments for energy companies, reducing uncertainty and manual effort in renewable site selection and transmission corridor monitoring
PangeAI provides asset-level understanding of land, infrastructure, and environmental hazards, enabling insurers to generate property-level hazard scores and portfolio exposure mapping without manual GIS workflows
PangeAI converts natural language queries into geospatial outputs using autonomous agents, eliminating the need for GIS knowledge and enabling non-specialists to conduct spatial analyses in minutes instead of weeks
PangeAI ingests fragmented internal and external geospatial datasets automatically and performs instant analyses for climate, biodiversity, and land-use tracking—addressing the gap in current fragmented tools
PangeAI democratizes geospatial intelligence by turning scattered Earth data into actionable insights instantly, allowing organizations to understand risks and seize opportunities without relying on GIS experts or multi-week analysis cycles