Qira LLC · Phoenix & Littleton

Systems for verifiable digital work

Live products for encrypted artifacts, structured AI execution, inspectable records, open news, model research, and traffic forecasting.

Patent #64/002,166 Google TPU Research Cloud Founded 2024

Projects

What we ship

One card per system. Links go to the live product.

AI execution Live

Flows

Start with a goal. Follow a proven sequence. Run each step, verify the result, recover when something fails.

News Live

WeSearch

Chronological news, broad sources, no engagement ranking — open, low-friction discovery.

Evidence Live

Ledger

Local-first record of AI-assisted work: measured on your machine, signed on-device, verified in the browser.

Research Prototype

LOLM

Hybrid Transformer–state-space architecture research (GPU/TPU). Not a commercial foundation-model claim.

Traffic Public beta

Phoenix Traffic Intelligence

Where freeway disruption may spread over the next 90 minutes — leave-now vs wait, with evidence and limits stated clearly.

How they relate: QEV secures artifacts → My Digital sells with QEV receipts · Flows runs AI work on Oort · Ledger records what was done · LOLM researches models · WeSearch is open news · PTI forecasts Phoenix freeways. · Also: AEX · archive EGC, Codey

Team

Founders

Theory and systems, end to end.

Brandyn Leonard

Brandyn Leonard

Co-Founder & Research Lead
Littleton, Colorado

Lead architect of LOLM and the mathematical program connecting network dynamics, cognition, and adaptive training. Manages large-scale TPU training.

Bryan Leonard

Bryan Leonard

Co-Founder & Systems Lead
Phoenix, Arizona

Systems and product architecture for live platforms — QEV, Ledger, Flows surface work, PTI, data infrastructure, and cloud operations.

Credentials

Anchors

IP

U.S. Provisional #64/002,166

Network coordination methods · filed March 2026.

Compute

Google TPU Research Cloud

Large-scale training access, 2025–present.

Academic

NYU faculty engagement

Invited discussion on network-coordination frameworks.

Contact

Contact

Products, research, or PTI pilots — write or call.