Private LLM Deployment & GenAI Integration
Private LLM deployment, custom LLM fine-tuning, structured generation, multimodal AI & guardrails.
Embed state-of-the-art Private LLM Deployments, custom open-weights models, and multimodal AI capabilities directly into your enterprise software. SoftSolex designs LLM gateways, fallback rules, prompt template libraries, structured JSON validators, and spend optimization controls.
How This Solution Works in Operations
A four-stage deterministic engineering process designed for reliability and zero security risk.
Use-Case & Model Selection
Select optimal models (OpenAI, Claude, Gemini, or open-source Llama) based on speed and cost.
Prompt Library & Gateway Engineering
Build prompt templates, fallback routing, and PII masking mechanisms.
Structured Output Validation
Enforce rigid JSON/Zod schemas to ensure API compatibility.
Cost & Latency Optimization
Deploy response caching, prompt compression, and token spend alerts.
What We Deliver to Your Enterprise
Every engagement includes clean maintainable code, architecture documentation, automated tests, and operational handover.
AI Content & Catalog Generation SaaS
Creating 10,000+ localized product descriptions manually cost over $80,000 annually.
Built a structured GenAI pipeline with automated SEO prompt templates, quality guardrails, and batch queues.
Generated 10,000 high-converting descriptions in 48 hours at a 94% cost reduction.
Frequently Asked Technical Questions
Which LLMs do you support?
We integrate with all major providers including OpenAI (GPT-4o), Anthropic (Claude 3.5), Google Gemini, and open-source models hosted on private AWS/vLLM servers.
How do you handle rate limits and API downtime?
Our LLM Gateway features automatic fallback routing, exponential backoff retries, and local caching.
Can we run models completely on-premises?
Yes, we deploy self-hosted open-source models (Llama 3, Mistral) on private GPU instances or local data centers.
Have a System to Build or Improve?
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