PROJECTS · 2026
What we're actually shipping
A live snapshot of Axion Deep Labs. What's in production today, what's rolling out across 2026, and the research programs feeding the next wave.
Shipped
[3]Live in production. Customers and visitors using them today.
DeepAudit AI
LiveThe audit other tools wish they were
Renders every page in a real headless Chromium browser the same way Googlebot does. 60+ technical, performance, accessibility, and on-page checks in roughly 60 seconds. Free, no signup, no email. 292+ business sites audited and counting.
Site2CRM
LiveAI lead capture that talks to your CRM in real time
Persistent AI chat agents qualify leads, handle up to 10 objection rebuttals per conversation, and sync directly into HubSpot, Salesforce, Pipedrive, Zoho, and Nutshell. Replaces passive forms with conversation.
Made4Founders
LiveCommand center for solo founders and small teams
96-item compliance checklist, AES-256 encrypted credential vault, cap table management, real-time runway calculator via Plaid, and an integrated AI business assistant. Built for 1-5 person startups that wear every hat.
Rolling Out · 2026
[5]In active development or active research with a 2026 release or grant milestone.
Vesper
BetaAutonomous penetration testing with dual-agent architecture
Two AI agents working in tandem: an Operator that probes and exploits, an Analyst that validates and reports. 11,697 vulnerability templates spanning OWASP Top 10, CVE catalog, and custom exploit chains. Mandatory scope enforcement built in.
Forma
BetaNo-code platform that emits real Next.js code
Drag-drop visual editor, schema-driven data modeler, and FastAPI runtime backend. AI generates layouts from natural-language prompts. One-click export to a Next.js codebase you own outright. No vendor lock-in.
QUANTA
BetaInteractive quantum computing education platform
Hands-on learning environment with a drag-and-drop circuit builder, real-time Bloch sphere visualization, and structured curriculum from single qubits to Grover's algorithm. Supports up to 16 qubits in the browser.
PERSIST
Active R&DPredicting catastrophic forgetting before it happens
Topology-driven system that predicts how much a deep learning model will forget under continual learning, and recommends the best mitigation with expected benefit before retraining. Validation underway for medical imaging under FDA's PCCP framework.
SDI
Active R&DStructural divergence index for fine-tuning risk
Predicts performance degradation in fine-tuned foundation models without running full benchmark suites. Combines spectral analysis, representation drift, and Hessian curvature shift into a single composite risk score. Under 10 minutes for 7B-parameter models.
Roadmap & Research
[3]Long-horizon research programs and committed open-source releases.
Project DRIFT
ResearchDegradation regimes in iterated field transformations
Pure-research program studying quantum state evolution, operator ordering, and stability thresholds under repeated transformation. Uses QUANTA as a research instrument under a strict governance framework that separates education and research code paths.
Grokking Topology
ResearchEarly-warning signals for emergent generalization
Investigates whether persistent homology of loss-landscape slices can detect grokking before it shows up in test accuracy. 30-seed by 3-weight-decay scaling sweep on NMSU Discovery HPC. Paper in preparation.
Food Bank Tech
Open SourceOpen-source operational tooling for food banks
Q3 2026 commitment: discovery work with 2-3 food banks, then build what hurts most. Inventory tracking, client intake, volunteer scheduling, route planning. Released free and open source. No branding, no paywall, no strings.
From research to product
Every product on this page traces back to research we did first. Site2CRM and Made4Founders apply the AI-agent and integration patterns that came out of our applied work. QUANTA is both an education platform and a research instrument for Project DRIFT. Vesper is the dual-agent architecture we developed for autonomous security testing. PERSIST and SDI are research programs themselves, targeting the diagnostic tooling layer we think the next decade of AI deployment will need.
The pipeline is intentional. Research produces insight, insight produces instruments, instruments become products, and products produce the data that feeds the next research question. We do not build features in search of a problem.
Want to compare notes?
Investors, collaborators, and prospective partners. We keep the door open. Same door whether you want to talk research, licensing, or shipping product together.
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