What We Shipped This Month and What's Coming Next
Your compliance team blocked the AI deployment in Q4. They needed documented classification of every AI use case under EU AI Act risk categories — something no vendor on the shortlist could produce automatically. We shipped that in March. The eight-week wait between your compliance team's objection and your production deployment just became a 90-second report.
That's what this month's release is for. Unblocking deployments, not impressing demos. Every item on the March list was on a client's Q4 objection sheet.
March 2026 Release: Seven Updates, Seven Unlocks
Router v2.0 went live March 3rd. The Router is the component that checks every AI query for data sensitivity before deciding where to process it — like a mail room that reads the label before choosing the courier. Version 1 recognized 31 data sensitivity categories. Version 2 recognizes 47. An accountant's query about a client's tax structure, a lawyer's draft of an M&A clause, and an HR analyst's compensation review each route to different processing environments automatically. No one configures anything. The Router reads context and decides in under 12 milliseconds.
Recorder v2 now logs six fields per interaction, up from three: model version, text volume processed, data sensitivity category, processing jurisdiction, user role, and timestamps. Across a 500-person organization, that generates approximately 15,000 logged interactions per week — each tagged and searchable. When your auditor asks to see every AI interaction that touched sensitive financial data in the last 90 days, categorized by data sensitivity and showing which model processed each request, that report takes 90 seconds. Without it, IT reconstructs events from system logs, email threads, and user interviews — a three-to-five-day project with significant gaps.
EU AI Act Compliance Module (Articles 6, 7, 10) — this is the one that was on four separate Q4 objection sheets. The EU AI Act, which came fully into force in 2025, requires organizations deploying high-risk AI systems — covering credit scoring, hiring decisions, and biometric identification, among others — to classify those systems, document their risk profiles, and maintain audit trails. We built a module that does this classification automatically. Your legal team reviews the output; they don't build the analysis from scratch. The eight weeks your lawyers spent researching the classification methodology disappears.
Stralevo Mobile is now native iOS and Android — not a browser wrapper. When your accountant is at a client site and needs to close a month-end query, the same AI that runs on their desktop is in their pocket. Every interaction encrypted. Every query processed on your infrastructure. Every decision logged — from the airport lounge or the client's boardroom. This was the most-requested item from Stralevo clients over the past six months.
HDS v2 Healthcare Blueprint — France's Health Data Space (HDS) certification requires documented data residency and processing logs for any AI touching patient data. We updated the healthcare configuration to match the current HDS standard. This ships as the EU AI Act's high-risk AI provisions for medical devices come into force. That timing isn't planned for a press release. It's what happens when compliance is built into the architecture rather than added after the lawyers finish reading the regulation.
Vibe Legal Workflow Pack — The Leeloo Vibe series handles complete work processes rather than answering individual questions. Vibe Legal covers contract drafting, risk flagging, and clause library integration. A lawyer describes the intent of a clause; the system drafts it in the organization's standard language, checks it against the existing clause library, and flags regulatory risks automatically. The same sovereign AI infrastructure that protects client data in the organization's CRM and document management systems now applies to the legal team's workflow.
Vibe Accounting Update — Based on feedback from Stralevo clients, Vibe Accounting now handles multi-entity consolidations — pulling financial data from multiple subsidiary entities, applying group accounting policies, and producing consolidated reports without requiring the finance team to move data between systems. Group finance teams with five or more entities were waiting on this.
Why the Roadmap Looks Like This
Samsung lost proprietary semiconductor code to OpenAI's servers in three separate incidents in April 2023. Those incidents made AI governance concrete for enterprise IT and legal teams in a way that abstract risk discussions couldn't. The organizations that were already thinking carefully about AI data handling looked correct. The ones that weren't started moving fast.
We track what's blocking signed clients from going live. Four of the seven March items were on blocking lists from Q4 2025 client reviews. When clients say "we need X before we can deploy," that goes to the top of the roadmap, not to a feature request queue. Traditional enterprise software takes 12 to 18 months from client feedback to shipped feature. The Q4 items shipped in three to five months because compliance and logging are architectural rather than add-on engineering projects.
The roadmap isn't a feature wish list. It's a client blocking list. By the time this article publishes, we've already started on the next quarter's blocking items.
What's Coming in Q2
Liberté public release — our free AI-powered accounting software moves out of closed beta. For small and medium businesses that want Vibe Accounting capability on sovereign infrastructure without a full Leeloo Framework deployment, Liberté is the entry point.
SL3 Air-Gap Deployment Tooling — Sovereignty Level 3 (SL3) means complete air-gap: no internet, physical isolation, your hardware and your models. We've been deploying SL3 manually for defense and intelligence clients. Q2 ships the tooling that makes SL3 deployment available without a custom engagement. Government contractors, critical infrastructure operators, and organizations handling classified material have been asking for this.
Vibe HR Workflow Pack — covering onboarding documentation, performance review drafting, and HR policy queries. Same sovereign AI pattern as Vibe Legal and Vibe Accounting: the AI operates within the organization's policies and compliance requirements, processes HR data on company-owned infrastructure, and generates outputs in the organization's standard formats.
Epic1 Academy Science Curriculum — the new science curriculum for Epic1's educational multiplayer game goes live in Q2, covering physics, chemistry, and biology through adaptive AI tutoring inside the game. Each student's learning path is personalized and runs on Epic1's sovereign infrastructure — no student behavioral data leaves the platform.
Implementation Partner Certification Program — open for applications in Q2. For organizations that want a certified local implementation partner rather than a direct Leeloo engagement, the certification program creates a network of partners trained on the Framework and audited against our delivery standards.
The Pattern
Every item on this list was either a client blocking item or an enabler of the next category of clients. The compliance modules for healthcare and legal weren't built because we thought they were interesting. They were built because HDS-certified clients couldn't sign without them, and legal teams couldn't approve deployments without the EU AI Act classification module.
This is what "obligation de résultats" — results-based contracting, not effort-based — looks like as a product philosophy. We commit to delivery, not to hours worked. The roadmap reflects commitments to organizations that are waiting to go live, not aspirations that would be nice to have.
By the time Q2 closes, the organizations that were blocked in Q4 are deployed. The ones who were waiting for SL3 tooling have it. The next Q4 blocking list is already shorter.
We'll report back on what shipped.