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Matt Mischewski

System Architect | Navigator | Conductor

Mechanical engineer by training. System architect by trade. I build the Intelligent Coordination infrastructure that replaces 20th-century hierarchies with 21st-century verifiable protocols. I design the "Pipes" (Information, Value, and Intent) that turn thoughts into things, providing the agency to focus on what really matters.

matt@dreamineering.com | Whangaparaoa, NZ (Remote) | LinkedIn | X | GitHub

The Thesis​

Organization design is a solution to information flow constraints. In the hierarchy era, humans were the routers. In the intelligence era, protocols are the routers. I build the Intelligence Fabric—interlocking Company and Customer World Models—grounded in Proof of Thought. By externalizing reasoning into verifiable chains, I enable systems to self-correct, debug, and scale without the latency of legacy management.

Experience​

Founder & System Navigator — Dreamineering (2023–Present)​

Architected and solo-built a venture platform enabling distributed agency at scale. I've replaced traditional "middle management" with automated protocols that coordinate human-AI swarms through a verifiable commissioning model.

  • Engineered the "Intelligence Fabric" — Designed a system where AI handles the executional drudgery (Gen 3 Intent Piping) so founders can focus on situational wisdom and trust (The Human Edge).
  • Deployed Gen 2 Value Piping (Sui/Move) — Architected 12 Move modules (Identity, Loyalty, Links, DePIN) specifically choosing Sui’s object model to ensure resources are non-extinguishable at the protocol layer.
  • Systemic Safety Design — After a critical seed phrase loss event, I designed five wallet safety patterns that move the "Trust" layer from human hope to verified instrument readings.
  • The Commissioning Model — Adapted factory engineering discipline into a software maturity model (L0-L4) that scores 208 database entities by real-time status. We build only what the "Customer World Model" pulls for.
  • AI Orchestration — Built an autonomous planning system where 5 agent teams share a database-native "Inner Loop," maintaining 96% task completion across 390+ merged PRs.

The Stack: TypeScript, Next.js 15, React, TailwindCSS v4, Drizzle ORM, PostgreSQL, Nx, Playwright, Move (Sui), Rust (Solana/Anchor).

Product Manager & SME — Subex / WorldCom (2000–2006)​

Early Gen 1 Piping (Information Routing)

  • Collapsed Decision Latency — Reduced RFP response from days to hours by building a unified routing optimization tool that aggregated 4 siloed carrier hierarchies into a single "Intelligence Layer."
  • Revenue Assurance — Designed a reference data system (The "Gauge") that eliminated arbitrage losses by ensuring the system’s "World Model" matched the "Economic Reality" of carrier agreements.

Business Analyst & Developer — Gensolve (2014–2021)​

Data Pipelines & Model Transformation

  • Engineered the Transition — Built ETL pipelines that migrated 50+ incompatible legacy data formats into a unified model, transforming "siloed data" into "shared intelligence" for 200+ healthcare clinics.

Project Engineer — Ashton Project Services (1996–1998)​

Physical Piping & Feedback Loops

  • Factory Commissioning — Designed and commissioned industrial process control systems. This is where I learned that loops shape destiny. The "Piping" metaphor I use for software today is grounded in the reality of moving physical energy through stainless steel constraints.

Education​

Mechanical Engineering — Waikato Institute of Technology, NZ (1992–1994) Thermodynamics, process control, and constraint-based design. The first principles of engineering that underpin every "Intelligent Hyperlink" I build.

The Navigator's Portfolio​