프라이빗 AI 모델 및 보안
Slacode는 오픈소스 대형 언어 모델(LLM)을 기업 전용 프라이빗 클라우드나 독립 온프레미스 인프라에 구축하여 기업 핵심 데이터의 완전한 주권을 보장합니다. 개인 식별 정보(PII) 자동 마스킹, 프롬프트 인젝션 방화벽, 엄격한 감사를 적용하여 외부 유출 없이 API 비용을 최대 70% 절감합니다.
Common business situations where we build this
Every day problems companies face, how we engineer the solution, and the measurable business outcome.
Private On-Premise LLM for Regulated Data
Healthcare, financial, and legal organizations cannot send confidential client records to third-party public AI APIs due to regulatory restrictions.
We deploy an open-source model (such as Llama 3 or Mistral) inside an isolated private virtual cloud or on-premise hardware cluster where no data ever leaves the company perimeter.
Complete regulatory compliance and data sovereignty with modern generative AI capabilities.
Enterprise AI Security, DLP & Jailbreak Defense
Customer-facing AI bots risk leaking sensitive user data, falling victim to prompt injection attacks, or providing misleading, unverified advice.
A comprehensive security layer redacts PII before prompts reach the model, screens against adversarial jailbreak attempts, enforces factual grounding, and records immutable audit logs.
Safe enterprise AI deployments with SOC 2 compliance readiness and zero brand reputation risk.
Token Cost Optimization & Semantic Caching
High-volume AI apps experience skyrocketing monthly API bills because identical or simple questions are sent to expensive frontier models repeatedly.
We install a semantic caching engine that serves instant answers for frequently asked questions and routes simpler requests to efficient, low-cost models automatically.
Cuts monthly AI operating expenses by 40% to 70% while improving response speed for end users.
Automated Executive Briefings & Report Generation
Operations leaders spend hours pulling metrics from multiple dashboards to create weekly stakeholder summaries and client reports.
A background pipeline pulls live database metrics, analyzes trends, drafts executive commentary, and outputs polished, publication-ready PDF briefings on schedule.
Saves dozens of hours in manual reporting every week with consistent, reliable management reports.
Private & Self-Hosted AI Models
- Deploy state-of-the-art open models (Llama 3, Mistral, Qwen) in your AWS, GCP, or private servers
- 100% data sovereignty with zero customer data shared with public AI providers
- Custom fine-tuning on your proprietary datasets, terminology, and workflows
- Dedicated GPU infrastructure sized for predictable performance and fixed costs
AI Security, DLP & Prompt Guardrails
- Real-time PII masking and DLP sanitization to block sensitive data leaks
- Prompt injection and jailbreak shields to prevent unauthorized model manipulation
- Factual grounding checks that eliminate hallucinations by verifying source references
- API and tool sandboxing with strict permission boundaries and SOC 2 audit logs
Token Cost Optimization & In-App AI
- Semantic caching to instantly answer repeated queries with zero token usage
- Intelligent model routing that directs simple tasks to fast, lightweight models
- Cut monthly AI API bills by 40% to 70% without sacrificing output quality
- Embedded custom AI copilots and assistants directly inside existing web and mobile apps
How We Deploy and Secure Your Private AI Infrastructure
An end-to-end deployment pipeline designed for strict data sovereignty, low inference latency, and bulletproof runtime protection.
Private Cloud & Model Provisioning
Deploys open-source foundation models inside your isolated VPC or dedicated on-premise GPU cluster.
Dedicated private model endpoint with zero external data sharing
DLP Sanitization & PII Redaction
Scans every prompt in real time to detect and redact credit card numbers, passwords, and sensitive personal details.
Sanitized prompt stream meeting strict privacy regulations
Prompt Injection & Safety Firewall
Evaluates inputs and outputs against security classifiers to stop jailbreaks, malicious payloads, and hallucinations.
Guarded inference layer with real-time attack blocking
Semantic Caching & Cost Routing
Stores semantic responses for frequent queries and routes simple tasks to efficient lightweight models.
Sub-second response speeds with up to 70% lower compute costs
자주 묻는 질문
프로젝트 시작 전 클라이언트들이 가장 궁금해하는 핵심 질문에 솔직하게 답합니다.
다른 엔지니어링 서비스 보기
귀사의 비즈니스 확장을 도울 다른 전문 기술 분야도 함께 확인해 보세요.
Autonomous AI Agents
Automate repetitive daily tasks, qualify inbound leads, and sync data across your business apps.
Voice AI & Calling
Answer customer calls on the first ring, schedule appointments, and place automated sales calls.
Enterprise Search (RAG)
Search company documents, manuals, and databases with instant, verified plain-English answers.
Document AI & OCR
Turn messy PDFs, scanned receipts, and paper forms into clean structured business data.
Frontend Development
Fast, responsive web applications and portals built with Next.js and React.
Backend Development
Secure APIs, reliable databases, and scalable cloud infrastructure built to handle high traffic.
Custom Software
Software designed around how your business actually runs.
Tech Consultation
Honest technical guidance before you spend money on building the wrong thing.