
AI Query
Instant Intelligence AI
Cambium AI builds synthetic personas from verified data and simulates their day, so you see what an average hides.

SourceForge.net: ShellNewHandler details page
Which is more popular?
Based on our record, ShellNewHandler seems to be more popular. It has been mentioned 2 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | cambium.ai | sourceforge.net |
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| Company | Startup from the United Kingdom · 1 - 9 employees · 2025 | — |
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In their own words, as submitted to SaaSHub.


Cambium AI builds synthetic personas from verified data and simulates their day in real places, so you can see what an average hides. It joins datasets so that each persona's age, income, household, job, and commute occur together the way they do in reality. Cambium AI's latest product,...
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What each product offers, as listed by its team.


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Overall verdict
Why this product is good
Recommended for
Overall verdict
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Walkthroughs and reviews on video.
EIKOS by Cambium AI: population data for local government planners
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Cambium AI and ShellNewHandler.
Cambium AI's answer
Planners, researchers, and anyone whose work depends on understanding an area and the people who live there. Planners use EIKOS to build the evidence for plans, studies, and grant applications.
Cambium AI's answer
Because Cambium AI is honest about what it knows and shows where every answer comes from. Instead of asking a model to imagine a person, it builds synthetic personas from public datasets and keeps their joint distributions, so the details of each persona, such as age, income, household, job, and commute, occur together the way they do in the real population. Every answer traces back to a source, and when the data can't support an answer, Cambium AI says so.
Cambium AI's answer
Most AI persona tools ask a model to imagine a person. Cambium AI builds synthetic personas from verified data instead, so each persona's details occur together the way they do in reality, and answers trace back to a source. Its latest product, EIKOS, shows how an area's residents are likely to spend an ordinary day, hour by hour, next to a planning report that names its sources. The simulation contains no personal data.
Cambium AI's answer
This year at Cambium AI, we spoke with planners across the US about how they build the evidence for their plans, studies, and grant applications. Many told us the information exists, but getting it together takes time. Data about people usually comes as separate tables, and none of them tells you how age, income, work, and travel combine for the same household. So we started building synthetic personas from verified data, with those facts in the same combinations they appear in the real population, and simulating their day in real places. EIKOS, released in October 2026, is our first product built on that work.
Share your experience with using Cambium AI and ShellNewHandler. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


Tracking Cambium AI since Jul 2025.
Use Shell New Handler. Run the portable app and simply untick the items you don't want to appear in your new context menu. Source: about 4 years ago
I've always used ShellNewHandler for this. It's a really simple portable utility that allows you to remove most of the items from that menu. Tested it out on Windows 11 and it's still compatible. Source: over 5 years ago
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