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We specialize in

AI/ decentralized systems

We are

scientists and builders who understand how things work under the hood and deliver high-performing products built to hold up at scale.

Building in these domains requires deep infrastructure. Our work routinely involves high-performance computing, GPU systems, and hands-on cybersecurity. We know these systems because we've built them from the ground up. We are aware of, and building, the cutting edge in emergent technology from week to week.

Work

SpendLogic

AI Compliance Platform for Defense

We helped SpendLogic scale a defense procurement compliance platform from early traction into a trusted system for government contractors, agencies, and prime defense organizations. When we took on SpendLogic, they had one client. At the time of this writing, they have more than 50. Building durable software in that kind of environment is not just about using the right tools. It means understanding the user, understanding how to scale, and knowing how to keep systems fast, secure, and reliable as adoption grows. SpendLogic operates in a domain where mistakes are expensive. Federal procurement documentation is dense, review-heavy, and tied to strict compliance expectations across buyers, subcontract managers, compliance teams, agencies, and prime contractors. The platform needed to reduce manual work while preserving traceability, accuracy, and audit readiness. Dreamers helped turn expert procurement knowledge into reliable product behavior: backend compliance logic, structured workflows, reusable documentation patterns, automated checks, guided report generation, third-party integrations, QA processes, application security, and release infrastructure that could keep pace with stricter requirements and more customers without becoming slow or brittle. A modern version of this platform naturally extends into RAG, embeddings, and agentic AI. Procurement documentation contains policy, prior reports, FAR references, internal procedures, pricing rationale, source justifications, and review history. RAG can retrieve the right controlled context at the right moment. Embeddings can make historical reports and compliance examples searchable by meaning rather than keywords. Agentic AI can help draft, review, route, and validate documentation while keeping humans in control of final compliance decisions. The result is software built for environments where correctness, performance, and security matter. SpendLogic grew from one client to more than 50 while continuing to support defense and government procurement teams preparing for Contractor Purchasing System Reviews, FAR-compliant documentation, price analysis, source justifications, and secure procurement operations. SpendLogic's public positioning now emphasizes 20:1 ROI, a 100% CPSR pass rate since 2016, AWS GovCloud hosting, a FedRAMP-aligned security posture, NIST 800-171 compliance, SSO support, and procurement documentation automation for government primes, subcontractors, and agencies. The work touched custom software development, compliance automation, RAG, embeddings, agentic AI, workflow automation, secure SaaS architecture, backend compliance logic, application security, QA automation, third-party integrations, and AWS GovCloud. Trust signals around this work include Boeing, DARPA, SpendLogic, and prime defense contractors operating in high-accountability procurement environments. "Their timeliness, communication, and depth of expertise are unmatched." — SpendLogic

  1. Listen
  2. Think
  3. Build

The critical beginning to any successful project, is alignment between people with vision and the people building. We have the experience to ask, to listen, and to execute in a way that serves the actual objective in front of the tasks themselves.

Our approach involves curiosity for how things work from first principles, and deep respect for the scientific method. We have been shipping execution of ambitious ideas for well over a decade.

You have ideas.

Let's face it. Having a capable technical partner requires trust in responsibility, especially when technology moves this fast. We do what we do so you can focus on what you do best.

We work withamazing folks

NASA logo

NASA

U.S. Air Force logo

U.S. Air Force

UCLA logo

UCLA

Department of Education logo

Department of Education

WHO logo

WHO

U.S. Army logo

U.S. Army

Johns Hopkins logo

Johns Hopkins Applied Physics Lab

UCSB logo

UCSB

University of Michigan logo

University of Michigan

AZ Court of Appeals logo

AZ Court of Appeals

Adamant logo

Adamant

Exergi Predictive logo

Exergi Predictive

Signal logo

Signal

Tillys logo

Tillys

Turing Quantitative logo

Turing Quantitative

BALL logo

Ball Aerospace

BOEING logo

BOEING

British Aerospace logo

British Aerospace and Engineering

DARPA logo

DARPA

MIT

MIT

General Atomics logo

General Atomics

Kratos logo

Kratos

Solana Foundation logo

Solana Foundation

DoubleZero logo

DoubleZero

The future is vast.

What will you build?

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