Initializing 7K Neural Scene...
Building What's Next.
We design and build scalable digital products, SaaS platforms and business software that turn ambitious ideas into reality.
Sovereign AI Systems Engineered for Security & Scale
At 7K Vertex, we bridge the gap between cutting-edge research and production-grade enterprise software. We design, train, and run autonomous agents and custom-aligned large language models that are entirely private, ensuring your intellectual property stays yours.
Whether you need to fine-tune an open-source model on proprietary medical registries, orchestrate multi-agent operations support desks, or deploy low-latency edge computer vision, we write compile-safe, robust code tailored to your parameters.
15+
AI Agents Deployed
Production-ready agents running complex workflows.
99.9%
Systems Uptime
Robust, self-healing MLOps infrastructure.
15x
Inference Efficiency
Optimized models reducing latency and API costs.
24/7
Agent Operations
Autonomous systems executing workflows continuously.
Core AI Engineering Disciplines
We specialize in designing and delivering production-ready, performant, and secure AI capabilities.
Custom AI Agents
We build autonomous multi-agent systems that interact, use tools, and execute workflows to solve high-friction business operations.
- Multi-agent orchestration
- Custom tool integrations
- Self-correcting code paths
- Human-in-the-loop triggers
LLM Fine-Tuning & Alignment
Adapt open-source models (Llama, Mistral, Qwen) to your domain-specific data, guaranteeing brand voice and precise operational logic.
- LoRA & QLoRA adaptation
- RLHF & DPO alignment
- Domain-specific vocabulary injection
- Inference speed optimization
MLOps & Scaling
Establish secure, auto-scaling deployment pipelines. We optimize inference servers to minimize GPU costs and response latencies.
- vLLM & Triton serving
- Quantization (AWQ, GPTQ, GGUF)
- GPU cluster orchestration
- Real-time telemetry & monitoring
Visual Intelligence
Deploy advanced object detection, segmentation, and video analysis pipelines for industrial automation and diagnostics.
- YOLO & SAM custom pipelines
- Edge AI deployment
- Real-time video processing
- Synthetic data generation
Cognitive Search & RAG
Build enterprise Retrieval-Augmented Generation (RAG) engines with advanced hybrid search, reranking, and citation guarantees.
- Hybrid keyword/vector retrieval
- Cross-encoder reranking
- Document chunking pipelines
- Strict hallucination guards
Targeted AI Solutions
Turnkey configurations adapted to your company infrastructure. We implement, integrate, and scale.
Secured Enterprise Knowledge Base
Connect disparate internal data sources securely with strict role-based access. Query document silos and get immediate answers with cited evidence.
- RBAC vector separation
- Auto-syncing pipelines
- Source attribution
- SOC2-compliant deployments
Autonomous Operations & Support
Empower customer and internal desks with agents capable of resolving 70%+ of complex tickets by using internal APIs safely and dynamically.
- API orchestration engine
- Fallback to live human agent
- Stateful user memory
- Multilingual translation layers
Intelligent Document Processing
Extract structure from complex PDFs, invoices, spreadsheets, and contracts. Convert unstructured chaos into clean API payloads instantly.
- Multi-page table extraction
- Custom schema validation
- High-accuracy OCR integrations
- Auto-flagging anomalies
Our Development Stack
We write clean code, leverage bleeding-edge tools, and deploy on robust sovereign foundations.
Frameworks
AI/ML
Cloud/Infrastructure
Tools
Proven AI Deployments
Real enterprise systems solving real bottlenecks, delivering immediate speed and savings.
ApexAgent
Architected and built an autonomous agent workforce resolving thousands of operations tickets per hour for a high-growth fintech startup.
Impact Metrics
- 74% Ticket resolution rate
- 4.2s Average response time
- 80% Savings in ops spend
DocuMind
Implemented an OCR-based intelligent extraction pipeline converting unstructured medical records into validated schema payloads.
Impact Metrics
- 99.7% Semantic accuracy
- Under 2s per document
- SOC2 Compliant storage
VisionCore
Designed edge-optimized computer vision pipelines detecting micro-defects in manufacturing assembly lines in real-time.
Impact Metrics
- 99.98% Defect detection rate
- 15ms Processing latency
- Edge hardware deployment
How We Build Systems
From architecture auditing to optimized GPU orchestration, our workflow is transparent and speed-aligned.
Scoping & Discovery
We audit your manual workflows, data pipeline bottlenecks, and model requirements to draft a precise technical spec sheet.
Architecture & Prototype
We design the server structure, choose the optimal base models, define strict security bounds, and build an early sandbox proof.
Fine-Tuning & Scaling
We train models on domain data, configure custom tool calls, build the orchestration layer, and deploy on auto-scaling clusters.
Integration & Handoff
We connect the systems to your frontends, set up production monitoring dashboards, and hand over the codebase.
Why Partner With 7K Vertex
We are senior software architects and ML engineers, not generic wrappers. We write enterprise-ready code.
Production-First Architecture
We do not build flimsy scripts. We write strongly-typed, auto-scaling, production-grade applications that operate autonomously.
Bespoke AI Engineering
We specialize in fine-tuning and running proprietary models locally or on private clouds, ensuring total data sovereignty.
Speed-to-Market Delivery
We use premium components and rapid boilerplate techniques to transition from strategy to live production in weeks, not quarters.
Extreme Performance Optimization
We write light code, use dynamic SSR/CSR separation, and optimize GPU compute to maximize system efficiency.
Ready to Architect Sovereign AI for Your Enterprise?
Get in touch to review manual workflow bottlenecks, run feasibility audits on your internal data, or scope out a pilot model integration.
Start the Conversation
Let us know what you are looking to build. We typically respond with technical scoping notes in 24 hours.