Apex Solutions builds open-source LLM inference tooling and AI copilots that power security researchers and enterprise red teams — enabling automated vulnerability analysis, penetration testing assistance, and security audit automation at scale.
Our products combine state-of-the-art open-source LLMs with purpose-built tooling designed around the security research workflow.
An AI security copilot engineered for enterprise red-team audit workflows. GhostMaster automates vulnerability analysis, generates structured audit reports, and assists with penetration testing engagements using a fine-tuned Qwen3-35B-A3B security-specialized model. Designed for Playtika-scale engagements with 55 seed scenarios and 30 canary tests.
A local LLM terminal agent powered by DeepSeek V4 Flash with 19 security-focused tools. Runs entirely on local GPU infrastructure via an OpenAI-compatible API, enabling air-gapped security research with no data leaving the environment. 97 fixes across 8 production passes.
Managed GPU orchestration for running large GGUF models (up to 164GB) across AWS, GCP, and Azure. Uses SkyPilot for multi-cloud scheduling with preemptible instance optimization — targeting A100-80GB and H100 at $1.52–$2.81/hr spot pricing.
A vertically integrated stack — from GPU infrastructure to domain-specific security tooling.
Quantized GGUF models deployed on GPU instances via SkyPilot. Runtime VRAM detection sets optimal layer offloading per hardware class (A100-80GB → 40 GPU layers, fallback → 20).
ds4-server exposes a standard REST endpoint on port 8000. Drop-in replacement for any client using the chat completions API. LiteLLM proxy handles multi-model routing.
19 security tools wired to the agent runtime — recon, exploit analysis, CVE lookup, payload generation, binary analysis, and structured report generation.
CVSS-scored findings, remediation guidance, and audit reports delivered via terminal, web browser, mobile app, desktop app, or API. Fully reproducible — no cloud dependency.
Our customers are security researchers and enterprise teams that need LLM-powered assistance without compromising sensitive client data.
AI-assisted attack path analysis, payload generation, and lateral movement planning for enterprise red team operations.
Automated triage and CVSS scoring of vulnerability findings. Correlates CVE databases with target system context.
Structured, client-ready security audit reports generated from raw findings with remediation recommendations.
Run frontier-class LLMs on local GPU hardware. No data leaves the environment — suitable for classified or regulated engagements.
Automate repetitive pentesting tasks — reconnaissance, enumeration, and initial analysis — with AI-driven terminal agents.
Deploy large models on AWS/GCP spot instances for high-throughput batch analysis at a fraction of on-demand pricing.
Most AI security tools rely on closed, cloud-hosted LLMs that cannot process sensitive client data. Security researchers working on enterprise engagements need the intelligence of frontier models — but without the data sovereignty risk that comes from sending client environments to a third-party API.
Apex Solutions was founded in January 2026 to close that gap. We build on open-source models — DeepSeek V4 Flash and Qwen3-35B-A3B — deployed on customer-controlled GPU infrastructure. Security teams get frontier-class intelligence without the compliance risk.
Our cloud inference platform uses SkyPilot to orchestrate GPU workloads across AWS, GCP, and Azure — automatically selecting preemptible instances to minimize cost. The same GGUF models run identically on local RTX hardware or a cloud A100-80GB, making development and production environments truly portable.
We are bootstrapped, generating revenue from security research engagements, and iterating toward a broader platform. Our products are in active use for enterprise red-team work, with 75–99% of our infrastructure spend on AWS. We are a 1–10 person team based in Kolkata, West Bengal, India, operating since January 2026.
Security engineer and AI researcher building open-source LLM infrastructure for enterprise security teams. Founded Apex Solutions in January 2026 to bring frontier AI capabilities to security research workflows without compromising data sovereignty.
Interested in our products, a security research engagement, or partnership? Reach out directly — we respond within 24 hours.