Aicosystem.dev — Deep AI Engineering
Full-stack AI/ML engineering for organizations that cannot afford to get it wrong. Available for Production deployments & Due Diligence.
The universal metadata standard for AI agent verification, governance, and cross-organizational trust. Like nutrition facts for food — standardized transparency for agentic AI. Adopted in financial services, Web3, and regulated industries. Recognized in frontier research. Published on ArXiv cs.MA.
Model-agnostic, environment-agnostic inference systems built for real workloads. Cloud GPU optimization, open source inference, on-premises and air-gapped deployments. Your stack, not ours.
Autonomous, goal-directed agent systems — from local private networks to internet-scale coordination. Built on published research in multi-agent architectures and agent identity.
From raw data to structured reasoning substrate. Knowledge graphs, graph databases, geospatial pipelines, Video RAG, and context engineering that makes your agents genuinely capable.
Production-grade APIs, CLIs, and integration layers that wire AI capability into your existing systems — without rearchitecting everything. Voice, telephony, media, creative pipelines.
Technical due diligence, AI governance advisory, rapid prototyping, and speaking engagements. For investors, boards, and leadership teams making consequential AI decisions.
Trusted by organizations where precision, security, and domain depth are non-negotiable. Cleared for sensitive environments. Experienced across regulated industries.
The foundational paper establishing Know Your Agent (KYA) — cryptographic multi-authority verification and standardized metadata for AI agent governance across organizational boundaries.
Research in post-training, agent identity verification, inference infrastructure design, and the coordination mechanics of large-scale multi-agent networks.
Core Identity · Baseline Model · Classification · Capabilities · Authentication · Compliance · Performance · Supply Chain · Verification · Extensibility. Model and framework agnostic.
Available for keynotes, workshops, and advisory engagements on agentic AI systems, inference strategy, agent governance, and the future of networked AI infrastructure.
Engagements begin with a scoped technical discussion — no sales process. If there's a fit, we move fast. Consulting, embedded engineering, advisory, due diligence, and speaking available.
For sensitive or government-adjacent work, NDA-first conversations are standard practice.