JC Development

Software · System Integration · Private AI

Company

Company Name	JC Development
Founded	1990
Online Since	1993
Industry	Software Development and System Integration
Specialist Area	System Design for AI and PKI
Location	Julpa, Sweden

What We Do

Since 1990, JC Development has built software and connected systems. Our work spans two domains that increasingly converge: AI and PKI infrastructure and design.

We design, implement, and operate AI infrastructure that is secure and auditable, and PKI infrastructure for identity and trust — tested in our lab environment, deployed on your own infrastructure, to open standards, with full control.

AI Services

Service	Description
Private Corporate AI	AI agents inside your network — data contained, full audit trail
AI Tool Integration	Connect LLMs to databases, APIs, files, IoT, and monitoring via MCP
AI Flow Design	Multi-step pipelines with reasoning, tools, and human approval
Information Systems	Custom RAG with knowledge graphs, vector databases, with your domain data
System Admin Agents	Autonomous AIOps — monitoring, diagnostics, remediation

Why Private AI?

Data stays yours — your data remains on your own infrastructure
Auditable by metadata — every tool call logged: who, what, when. Content stays private. GDPR accountability.
Firewall for AI — network-level boundaries control what data reaches a public model and what stays in-house

PKI Services

Service	Description
CA Design & Deployment	Root and subordinate CA hierarchies, online/offline roots, cross-certification, bridge CAs. To your CP/CPS.
Certificate Lifecycle	Enrollment, automated renewal, revocation, HSM key protection.
HSM & Key Management	Hardware Security Module integration. Key ceremony design for high-assurance CA operations.
PKI Audit & Remediation	Certificate hygiene audits, weak key detection, migration planning.

Why PKI?

Know who you're talking to — digital certificates are like passports, verified automatically.
No manual expiry management — certificates expire by design. Modern PKI renews them automatically.
One failure doesn't cascade — a compromised certificate is revoked alone. The key to the door isn't the key to the safe.

Lab & Test Env

Hardware	Specification
GPU cluster	Based on DGX Spark — 24576 CUDA Cores and 512GB of RAM
Virtualisation	Proxmox cluster for testing and integration
Networking	Modern Ethernet up to 400 Gbit
Apple hardware	Test and development platforms

Why a lab environment?

Test before you deploy — benchmark inference, validate reliability, measure performance in a controlled environment.
Monitoring and observability — dashboards and metrics across all infrastructure. Catch bottlenecks early.
Reproducible experiments — isolated hardware gives clean, trustworthy results every time.

JC Development — Serving clients since 1990

Last updated: 2026-06-21 23:52 CEST