Advanced AI, Data Science,
and Blockchain Solutions.
Python and Go engineering, Solana ecosystem development, and High-Frequency Trading infrastructure — built by practitioners who operate at the edge of what's possible.
Top-ranked recommendation system against 40,000+ competing teams worldwide. Matched the Grand Prize score — separated from 1st only by a 20-minute submission tiebreaker.
Top-percentile finishes across recommendation systems, fraud detection, CV, bioinformatics, and more — including multiple top-25 and top-5 global placements.
Doctoral research in deep learning architectures and optimization theory.
Issued patents covering novel methods in autonomous decision-making and intelligent systems.
Principal-Led,
Partner-Driven Engineering.
While every engagement is architected by our Principal — Ph.D., Netflix Prize winner — we deploy a specialized strike team of senior AI partners for delivery.
This model allows us to scale high-stakes infrastructure at the speed of the Twin Cities' most ambitious firms. You get doctoral-level strategy and production-grade execution, without the institutional overhead of a large consultancy.
Strike Team RosterBuilt by Engineers. Deployed in Production.
Every engagement is led by senior practitioners — Ph.D.-credentialed, competition-proven, and patent-holding. We write the code, architect the system, and own the outcome.
We design and deploy ML systems that move beyond proof-of-concept — from feature engineering pipelines and model training infrastructure to real-time inference APIs built in Python and served at scale. Our principals have competed at the highest levels of global ML benchmarking.
We architect low-latency trading systems in Go — co-location strategies, kernel-bypass networking, lock-free order books, and custom execution algorithms engineered for sub-50μs round-trip performance.
From Anchor-based smart contracts and custom programs to Jupiter aggregator integrations and on-chain analytics pipelines — we build Solana-native applications that take advantage of sub-second finality and 65k TPS.
Quantitative research, on-chain data modeling, and executive analytics dashboards. We build the pipelines and predictive models that give your team a defensible edge backed by data — not intuition.
We develop C++ database engines and local-first data architectures — including proprietary DuckDB extensions and DarkHorse DB, our in-house analytical engine optimized for edge-compute workloads. Legacy data pipelines routinely leave 10–100× performance on the floor. We find it, eliminate the bottlenecks, and deliver measurable gains — verified against production benchmarks.
Multi-agent architectures using our Breakaway framework — coordinating LLM-powered agents across complex, stateful workflows with deterministic handoffs, audit trails, and enterprise-grade reliability.
Built a fully automated lead qualification and outreach engine for a $1M+ home services brand — handling inbound calls, enriching contact data, and routing hot leads to human advisors in real time. Zero SDR headcount added during a 3× revenue growth period.
Fractional AI & Security Leadership
Principal-level strategic oversight on a fractional basis.
For mid-market firms and high-growth startups requiring elite technical oversight without the $500k+ full-time executive overhead. We provide the Ph.D.-level roadmapping and security governance of a full-time executive — on a fractional, high-impact basis.
This service is purpose-built to pair with our Senior AI Partner teams for execution — allowing us to act as the long-term Architect for your firm's technical roadmap while the strike team delivers at pace.
On-Site Audits &
Strategy. In Person.
Based in Lakeville, MN — delivering on-site infrastructure audits, technical strategy sessions, and embedded engineering directly inside Twin Cities organizations.
Remote consulting is fine for slide decks. It is not fine for auditing a co-location rack, architecting a low-latency trading system, or tuning a Solana validator environment under live load. We show up — no travel surcharges, no time-zone gaps, no context lost to asynchronous back-and-forth. Strategy without presence is just guessing.
Schedule an On-Site EngagementOn-Site Infrastructure Audit
We physically inspect your servers, network topology, co-location setup, and data pipeline architecture. Remote discovery misses the hardware-layer constraints that derail AI and HFT projects before a line of code is written.
Face-to-Face Strategy Sessions
Whiteboard sessions with your CTO, quant team, or engineering leads — in your office. System design decisions happen faster and with fewer assumptions when everyone is in the same room with full context.
Embedded Engineering Support
For complex rollouts — HFT system deployments, Solana validator infrastructure, or ML pipeline migrations — we embed on-site to work directly alongside your team during the critical go-live window.
Quarterly Technical Reviews
In-person architecture reviews each quarter to assess system performance, address technical debt, and align your engineering roadmap with evolving market conditions. We're a local partner, not a remote ticket queue.
The most critical technical decisions — HFT system architecture, ML infrastructure design, blockchain integration — deserve a consultant who has physically seen your environment. We conduct on-site audits and in-person strategy sessions across the Twin Cities and Lakeville area. Local presence, doctoral-level expertise, zero travel overhead.
Book a Local ConsultationThe Agentic Bridge —
AI Orchestration in Production.
Breakaway is our proprietary AI-agent framework that connects your AI strategy to live business execution — routing intelligence, context, and action across your entire operation without the integration overhead.