Follow company news and product progress in one place, from major milestones to ongoing work across commercial and community products.
Recent momentum
A quick scan of the most recent company and product updates, so you can understand what is moving without reading the full archive first.
Exam Preparation Platform
Key points
On May 10, 2026 we opened the public beta for the Exam Preparation Platform, making early access available to all users for testing and feedback.
Resources
Business Workflow Assistant
Key points
We launched the iOS app AI Linkify on the App Store.
The app brings Business Workflow Assistant functionality to iPhone users, making it easier to link documents, invoices, and transactions on the go.
Resources
Legal Case Support
Key points
We launched the beta version of RechtWeg, our legal case support platform for users in Germany.
This first beta release opens access for early testing and feedback while establishing a clearer path from everyday legal problems to initial assessment and potential legal action.
Exam Preparation Platform
Key points
We significantly reworked our question generation pipeline across the exam preparation platform.
This phase focused especially on stronger source grounding, more reliable information parsing, and better processing workflows, helping us improve generation quality and make automated content creation more dependable as the product scales.
Company
Broader company updates and milestones that shape how we build and where we are heading next.
Key points
From late August to mid-October 2025, we took part in the first cohort of the INSEAD AI Venture Lab Acceleration Program.
The experience helped us refine our venture direction, pressure-test product and go-to-market assumptions, and strengthen how we scale our AI products with greater clarity and discipline.
Resources
Key points
Throughout May 2025, we prepared and submitted our Y Combinator application and completed Startup School.
Together, these efforts sharpened our positioning, clarified key milestones, and gave us a stronger foundation for the next stage of product and venture development.
Resources
Commercial products
Current work and milestones across our commercial products, organized by product so each story is easy to follow.
Private validation
An automation assistant for document-heavy, finance-heavy, and operational workflows that need clearer follow-through and better visibility.
Latest update
Key points
We launched the iOS app AI Linkify on the App Store.
The app brings Business Workflow Assistant functionality to iPhone users, making it easier to link documents, invoices, and transactions on the go.
Resources
iOS and Android Test Clients
Initial Launch
Beta
A digital platform that helps users in Germany evaluate a potential legal case and prepare or initiate the next legal step with more clarity and structure.
Latest update
Key points
We launched the beta version of RechtWeg, our legal case support platform for users in Germany.
This first beta release opens access for early testing and feedback while establishing a clearer path from everyday legal problems to initial assessment and potential legal action.
Closed beta
A growing family of exam preparation products spanning books, focused practice experiences, and a subscription-based learning platform.
Latest update
Key points
On May 10, 2026 we opened the public beta for the Exam Preparation Platform, making early access available to all users for testing and feedback.
Resources
Question Generation Pipeline Rework
GCP PCA Exam Book
Closed beta
A transparency and analytics product that verifies managed trading performance using full account history rather than selective reporting.
Latest update
Key points
We launched a closed beta of our trading performance audit product.
This product focuses on a problem many investors face but rarely see addressed properly: the real profitability of algorithmic trading managed by external companies.
In many cases, external traders or signal providers are incentivized to artificially boost reported performance by highlighting winning trades while ignoring transfers, capital changes, or hidden losses. As a result, reported performance can look excellent, while actual investment performance remains far less impressive.
Our solution connects to a trading account through a Read-Only (RO) API key, analyzes complete account activity, and provides a clear, unbiased report of true performance.
Instead of relying on selective performance highlights, we evaluate the full account history so investors can see the real picture across traditional and digital assets.
If you are working with external traders, funds, or signal providers and want to understand how your portfolio is really performing, this solution is for you.
Interested in testing the closed beta? Please contact us directly, and we will be happy to share more details.
Telegram Support Bot
Trading Analytics Exploration
Active development
A research assistant that uses EDGAR filings, structured parsing, and grounded retrieval to accelerate evidence-based fundamental analysis.
Latest update
Key points
We are building an investment research assistant that uses U.S. SEC EDGAR 10-K filings as its core source material.
The solution combines structured 10-K parsing with grounded retrieval so analysts can explore company fundamentals with more context, traceable evidence, and faster workflows.
At this stage, we are validating document ingestion quality, retrieval relevance, and answer grounding before broader release.
Closed beta
A visualization and marketing platform for construction and residential development teams that need realistic imagery before building begins.
Latest update
Key points
We launched a closed beta of our pre-build visualization platform for construction companies and residential development teams.
The platform helps teams generate high-quality exterior and interior visualizations before construction begins, based on real materials, layouts, and planning documentation.
Community
Public-interest products we build to solve practical problems for specific communities.
Live
A community-focused naturalization test preparation product built to provide a focused, ad-free study experience across devices.
Latest update
Key points
At the beginning of June, we launched our community naturalization test preparation app.
We built it as a focused, cross-platform experience without ads, offering a simpler alternative to more commercialized study apps.
Next step
We build practical AI products, internal tools, and workflow systems for real operating environments. If something on this page looks relevant, we would be glad to talk through fit and next steps.
