Generated by Rank Math SEO, this is an llms.txt file designed to help LLMs better understand and index this website. # DeepintShield: DeepintShield gives enterprises one self-hosted platform to govern, secure and control every GenAI action - with zero data egress. Independent by design, built for regulated and highstakes AI deployments. ## Sitemaps [XML Sitemap](https://deepintshield.com/sitemap_index.xml): Includes all crawlable and indexable pages. ## Posts - [What is Agentic AI Security? A Practical Guide to PEP/PDP for AI Agents](https://deepintshield.com/what-is-agentic-ai-security/): Content guardrails were built for chatbots. Agents need more: governance of the decisions themselves – enforced inline, fast enough to be invisible, smart enough to use context, and auditable enough to prove what happened. That’s agentic AI security, and as agents move into production across regulated industries, it’s going from a nice-to-have to a board-level requirement. - [The OWASP Agentic ASI Top 10 (2026): A Complete Walkthrough](https://deepintshield.com/owasp-agentic-asi-top-10/): The OWASP Agentic ASI Top 10 (2026) is a framework listing the ten most critical security risks specific to agentic AI systems - including goal hijack, tool misuse, identity abuse, supply-chain compromise, memory poisoning, and rogue agents. - [Twelve Ways to Cut Your LLM Bill by 90%](https://deepintshield.com/cut-llm-bill-twelve-ways/): A semantic cache hit skips a call entirely; a miss still picks up the provider’s prompt-cache discount; a long context gets compressed before it’s sent; a reasoning model runs at the right effort tier instead of always-maximum. This post walks through all twelve, shows how they stack, and tells you which to switch on first. - [AIBOM Explained: AI Bill of Materials and Why Procurement Will Demand It](https://deepintshield.com/aibom-ai-bill-of-materials/): If you already produce a Software Bill of Materials (SBOM) for traditional apps, AIBOM is the direct equivalent for AI agents. This post covers what goes in one, why it matters, and how it turns into a compliance artifact. - [Tool Integrity Engine: Detecting Prompt-Injection Tool Hijacks in Production](https://deepintshield.com/tool-integrity-engine/): Content guardrails inspect text. Allowlists check names. Neither sees the gap between what a tool claims to be and what it’s actually doing – which is exactly where prompt-injection tool hijacks live. The Tool Integrity Engine closes that gap, and it’s what separates real agentic security from a gateway with a permission list bolted on. - [ABAC for AI Agents: Attribute-Based Access Control at Runtime](https://deepintshield.com/abac-for-ai-agents/): The right permissions for an agent depend on context that shifts call by call. The same agent calling the same tool can be perfectly fine in one moment and dangerous the next – depending on what data is involved, what time it is, whether the agent’s behavior looks normal, and whether the tool it’s calling has been tampered with. RBAC has no way to express any of that. ABAC does. - [Shadow Agents: Why You Can’t Secure What You Haven’t Discovered](https://deepintshield.com/shadow-agents/): Shadow agents spread for the same reason shadow IT did: capable people solving problems faster than central governance can keep up. A developer wires up a LangGraph agent to automate a workflow. A data team spins one up to triage tickets. A product manager builds something with an internal agent framework over a weekend. Nobody’s acting maliciously – they’re being productive. But each new agent is making decisions, calling tools, and touching data, often without security ever knowing it exists. - [Hash-Chained Audit Logs: Tamper-Evident Compliance for AI Decisions](https://deepintshield.com/hash-chained-audit-logs/): In an agentic system, each hash-chained record captures the full context of a decision, so the audit trail is real evidence, not just a timestamp: - [Fingerprint Drift: Catching Supply-Chain Attacks on Your AI Tools](https://deepintshield.com/fingerprint-drift-supply-chain/): You approved the tool once. Supply-chain attacks change it afterward. Fingerprint drift is what notices the change you never authorized. - [Semantic Caching for LLMs: How It Actually Works](https://deepintshield.com/semantic-caching-llm/): Semantic caching lives or dies by its cosine-similarity threshold – how close two requests have to be to count as a match. Set it too low and you serve a cached answer to a question that’s only loosely related, which means wrong responses. Set it too high and you miss legitimate matches and lose savings. A common default sits around 0.8, but the right value depends on your domain: factual lookups can handle a higher threshold (the answers are stable), while nuanced or personalized queries need a stricter one. Make the threshold tunable per request via headers, so different endpoints can run different policies. - [Prompt Compression in Production: LLMLingua-2 Explained](https://deepintshield.com/prompt-compression-llmlingua-2/): Natural-language prompts are padded. Articles, filler words, repeated phrasing, and verbose connective tissue all eat tokens without changing what the model understands. A human can read a heavily abbreviated note and still reconstruct the meaning – and large models can too. Prompt compression takes advantage of that: it strips the low-information tokens, keeps the ones carrying the meaning, and sends a denser prompt that costs far less but produces nearly the same output. - [RAG Re-Ranking: Cutting Context Cost with Cross-Encoders](https://deepintshield.com/rag-re-ranking-cross-encoders/): DeepintShield runs RAG re-ranking as part of its cost stack: a cross-encoder scores each retrieved chunk against the question and trims below a relative threshold with a min-keep floor, shrinking context size while preserving answer quality, with a score cache and fail-open behavior for production safety. Because the same retrieved chunks are also checked for trust at the RAG guardrail stage, re-ranking for cost and scoring for safety happen in one go. For teams whose RAG context is bloated with low-relevance chunks, DeepintShield is one way to trim it for cost and clean it for safety in a single pass. - [Reasoning-Effort Throttling: Stop Overpaying for o-series Models](https://deepintshield.com/reasoning-effort-throttling/): DeepintShield does reasoning-effort throttling exactly as described: it detects reasoning-capable models and rewrites the reasoning budget per request based on a task-type label (minimal for classification, high for genuine math and planning), with a workspace default for unlabeled traffic and a drift sampler to confirm quality. Paired with its virtual-key budgets, throttling makes each request appropriately cheap while the caps bound the total. For teams whose reasoning-model bill has jumped severalfold, DeepintShield is one way to restore proportionality without losing quality on the tasks that were over-provisioned. - [Provider Prompt Caching Across OpenAI, Anthropic, and Gemini](https://deepintshield.com/provider-prompt-caching/): Unlike a gateway-side semantic cache (which skips the call entirely), provider prompt caching makes the calls you do send cheaper – it lets the provider reuse the computation for prompt prefixes it has seen before. The two stack. - [Cascade Routing: Cheap-Model-First Without Quality Loss](https://deepintshield.com/cascade-routing-llm/): Most teams pick one model for a workload and send everything to it. Go premium to be safe, and you overpay on the majority of requests a cheaper model would have handled perfectly. Go cheap to save money, and you get poor answers on the minority of hard ones. Neither is right, because the workload is mixed: most requests are easy, a few are hard, and they’re interleaved unpredictably. Cascade routing breaks the deadlock – try cheap, escalate only when needed. ## Pages - [Quick Start](https://deepintshield.com/quick-start/): Skip to guide content - [Cancellation, Refund & Shipping Policy](https://deepintshield.com/refund-and-shipping-policy/): This Cancellation, Refund and Shipping Policy (the “Policy”) applies to every plan and service that The Deep Intelligence (also trading as Deepint AI; “we”, “us”, “our”), registered in India under GSTIN 29CKBPM5980N1ZD, with our principal place of business at Alpine Fiesta, Hoodi Main Road, Saketha Nagar Layout, Hoodi, Bengaluru 560048, Karnataka, India, provides through the DeepintShield platform at https://app.deepintshield.com and the website https://deepintshield.com (together, the “Services”). - [Feature Details](https://deepintshield.com/feature-details/): Every capability, across all four plans. - [Privacy Policy](https://deepintshield.com/privacy-policy/): Legal · v2.0.0 - [Terms and Conditions](https://deepintshield.com/terms-conditions/): Legal · v2.0.0 - [Careers](https://deepintshield.com/careers/): Cyber Security Analyst - [Our Team](https://deepintshield.com/our-team/): Built by Engineers who secure AI for a living. - [Appointment](https://deepintshield.com/appointment/): Book your Demo - [Pricing](https://deepintshield.com/pricing/): Evaluate the full gateway free forever. - [Contact Us](https://deepintshield.com/contact-us/): Send Your Message - [About Us](https://deepintshield.com/about-us/): About Us - [Blog Standard](https://deepintshield.com/blog-standard/) - [Home](https://deepintshield.com/): Most teams bolt together a router, a content scanner, an observability tool, and a cost dashboard and still struggle for what their AI agents actually do. DeepintShield converges all of it into one in-process plane that runs inside your trust boundary, so prompts, completions, and data never leave your environment. ## Templates - [Main Footer Home 07](https://deepintshield.com/pxl-template/main-footer-home-07/): At CyberGuard, we’re committed to delivering professional, high-quality cybersecurity solutions. From proactive threat monitoring to advanced data protection, we help keep your business secure while preserving its reputation and protecting it from evolving digital threats. - [Main Tabs Pricing Dark 2](https://deepintshield.com/pxl-template/main-tabs-pricing-dark-2/): Essential Core protection for small teams and startups. $9.99 /mo Normally $19.99 Get Yearly Plan Auto renews at regular rate Top Features Antivirus & Malware Protection Basic Firewall Rules Email Threat Detection Security Dashboard Access Also Includes 24/7 Tech Support Weekly Scan Reports Free Onboarding Advanced Advanced threat protection for growing businesses. $14.99 /mo Normally $29.99 Get Yearly Plan Auto renews at regular rate Top Features Everything in Essential Real-Time Threat Monitoring AI-Powered Threat Detection Incident Response Toolkit Also Includes 24/7 Emergency Response Weekly Vulnerability Reports Security Awareness Training Recommended ProSecure Full-suite defense for multi-office organizations. $22.99 /mo Normally $39.99 Get Yearly Plan Auto renews at regular rate Top Features Everything in Advanced Automated Incident Response SIEM Integration Support Cloud & Endpoint Protection Also Includes Free Risk Assessment Monthly Security Reports Compliance Monitoring Automated Backups Enterprise Ultimate protection with custom infrastructure support. $39.99 /mo Normally $59.99 Get Yearly Plan Auto renews at regular rate Top Features Everything in ProSecure Dedicated Security Engineer Threat Intelligence Feeds Advanced Compliance Tools Custom Policy Management Also Includes Private Cloud Hosting Priority Incident Response Free Security Audit Dedicated IP & VPN Access Automated Data Backup - [Main Tabs Pricing Dark 1](https://deepintshield.com/pxl-template/main-tabs-pricing-dark-1/): Essential Core protection for small teams and startups. $12.99 /mo Normally $19.99 Get Monthly Plan Auto renews at regular rate Top Features Antivirus & Malware Protection Basic Firewall Rules Email Threat Detection Security Dashboard Access Also Includes 24/7 Tech Support Weekly Scan Reports Free Onboarding Advanced Advanced threat protection for growing businesses. $19.99 /mo Normally $29.99 Get Monthly Plan Auto renews at regular rate Top Features Everything in Essential Real-Time Threat Monitoring AI-Powered Threat Detection Incident Response Toolkit Also Includes 24/7 Emergency Response Weekly Vulnerability Reports Security Awareness Training Recommended ProSecure Full-suite defense for multi-office organizations. $29.99 /mo Normally $39.99 Get Monthly Plan Auto renews at regular rate Top Features Everything in Advanced Automated Incident Response SIEM Integration Support Cloud & Endpoint Protection Also Includes Free Risk Assessment Monthly Security Reports Compliance Monitoring Automated Backups Enterprise Ultimate protection with custom infrastructure support. $49.99 /mo Normally $59.99 Get Monthly Plan Auto renews at regular rate Top Features Everything in ProSecure Dedicated Security Engineer Threat Intelligence Feeds Advanced Compliance Tools Custom Policy Management Also Includes Private Cloud Hosting Priority Incident Response Free Security Audit Dedicated IP & VPN Access Automated Data Backup - [Main Tabs Pricing 3](https://deepintshield.com/pxl-template/main-tabs-pricing-3/): Essential Core protection for small teams and startups. $12.99 /mo Normally $19.99 Get Monthly Plan Auto renews at regular rate Top Features Antivirus & Malware Protection Basic Firewall Rules Email Threat Detection Security Dashboard Access Also Includes 24/7 Tech Support Weekly Scan Reports Free Onboarding Advanced Advanced threat protection for growing businesses. $19.99 /mo Normally $29.99 Get Monthly Plan Auto renews at regular rate Top Features Everything in Essential Real-Time Threat Monitoring AI-Powered Threat Detection Incident Response Toolkit Also Includes 24/7 Emergency Response Weekly Vulnerability Reports Security Awareness Training Recommended ProSecure Full-suite defense for multi-office organizations. $29.99 /mo Normally $39.99 Get Monthly Plan Auto renews at regular rate Top Features Everything in Advanced Automated Incident Response SIEM Integration Support Cloud & Endpoint Protection Also Includes Free Risk Assessment Monthly Security Reports Compliance Monitoring Automated Backups Enterprise Ultimate protection with custom infrastructure support. $49.99 /mo Normally $59.99 Get Monthly Plan Auto renews at regular rate Top Features Everything in ProSecure Dedicated Security Engineer Threat Intelligence Feeds Advanced Compliance Tools Custom Policy Management Also Includes Private Cloud Hosting Priority Incident Response Free Security Audit Dedicated IP & VPN Access Automated Data Backup - [Main Tabs Pricing 4](https://deepintshield.com/pxl-template/main-tabs-pricing-4/): Essential Core protection for small teams and startups. $9.99 /mo Normally $19.99 Get Yearly Plan Auto renews at regular rate Top Features Antivirus & Malware Protection Basic Firewall Rules Email Threat Detection Security Dashboard Access Also Includes 24/7 Tech Support Weekly Scan Reports Free Onboarding Advanced Advanced threat protection for growing businesses. $14.99 /mo Normally $29.99 Get Yearly Plan Auto renews at regular rate Top Features Everything in Essential Real-Time Threat Monitoring AI-Powered Threat Detection Incident Response Toolkit Also Includes 24/7 Emergency Response Weekly Vulnerability Reports Security Awareness Training Recommended ProSecure Full-suite defense for multi-office organizations. $22.99 /mo Normally $39.99 Get Yearly Plan Auto renews at regular rate Top Features Everything in Advanced Automated Incident Response SIEM Integration Support Cloud & Endpoint Protection Also Includes Free Risk Assessment Monthly Security Reports Compliance Monitoring Automated Backups Enterprise Ultimate protection with custom infrastructure support. $39.99 /mo Normally $59.99 Get Yearly Plan Auto renews at regular rate Top Features Everything in ProSecure Dedicated Security Engineer Threat Intelligence Feeds Advanced Compliance Tools Custom Policy Management Also Includes Private Cloud Hosting Priority Incident Response Free Security Audit Dedicated IP & VPN Access Automated Data Backup - [Main Tabs Pricing 2](https://deepintshield.com/pxl-template/main-tabs-pricing-2/): Evaluate the full gateway free forever. - [Main Tabs Pricing 1](https://deepintshield.com/pxl-template/main-tabs-pricing-1/): Evaluate the full gateway free forever. - [Main Slide 02](https://deepintshield.com/pxl-template/main-slide-02/): Multi-Provider AI Gateway - [Main Slide 01](https://deepintshield.com/pxl-template/main-slide-01/): AI CONTROL PLANE · SELF-HOSTED Data Plane - [Main Footer](https://deepintshield.com/pxl-template/main-footer/): At DeepintShield, we provide a self-hosted control plane for AI security and governance. Set policy, stop prompt injection, control LLM cost, and prove compliance for every agent and model call – all inside your own environment, with zero egress. - [Main Header](https://deepintshield.com/pxl-template/main-header/): Home Platform Solutions Agentic AI Security AI Guardrails Cost Optimization AI Compliance Fully Managed Cloud Hybrid Cloud Self Hosted Pricing Pricing Summary Feature Details Resources Blog Docs Company Our Team About Us Contact Us Book a Demo GitHub Start For Free Start For Free Start For Free ## Portfolio - [DeepintShield Cloud – Fully managed · Zero Infrastructure](https://deepintshield.com/portfolio/deepintshield-cloud/): We host everything: control plane and data plane. Sign up, point your app at our endpoint, and your AI is governed immediately. Fastest way to Get Started. - [Hybrid Cloud – Managed control plane · your data plane](https://deepintshield.com/portfolio/hybrid-cloud/): We host the dashboards and config; the data plane runs in your own VPC. Prompts and data never leave your boundary connected by an outbound-only mTLS tunnel. - [Self-Hosted – Your cloud, end to end control plane & data plane](https://deepintshield.com/portfolio/self-hosted/): Run both the control and data plane in your own Azure, GCP, or AWS - one Helm chart, full Terraform. You own upgrades, scaling, and keys - [Runtime Guardrails & PII Redaction](https://deepintshield.com/portfolio/guardrails/): Five-stage runtime guardrails inspect every prompt, output, tool call, and RAG chunk, and redact PII/PHI/secrets inline. Self-hosted, no data egress. - [LLM Cost Optimization (12 layers)](https://deepintshield.com/portfolio/cost-optimization/): Twelve stacked LLM cost layers in one config - caching, compression, cascade routing, reasoning throttling with a drift sampler for safe rollout. - [Agentic AI Security (PEP/PDP)](https://deepintshield.com/portfolio/agentic-security/): Inline PEP/PDP for every AI agent action - ALLOW/DENY/APPROVE/MASK at ~2µs. Tool Integrity Engine, signed AIBOM, mapped to OWASP Agentic ASI Top 10. - [Compliance & Tamper-Evident Audit](https://deepintshield.com/portfolio/compliance/): Hash-chained, tamper-evident AI audit mapped to OWASP, NIST AI RMF, ISO 42001, EU AI Act & MITRE ATLAS. Signed AIBOM. Self-hosted, no egress. ## Services - [Governance, Identity & Compliance](https://deepintshield.com/service/governance/): AI governance multi-tenancy, LLM gateway virtual keys, RBAC for LLM API access, SCIM 2.0 provisioning, SAML/OIDC SSO, OpenFGA ReBAC, NIST AI RMF / ISO 42001 / EU AI Act evidence - [Cost Optimization](https://deepintshield.com/service/cost-optimization/): Twelve stacked layers. Up to 60% saved. No added latency. - [Observability & Audit](https://deepintshield.com/service/observability/): agentic AI observability, LLM gateway tracing, self-hosted Langfuse, OpenTelemetry LLM traces, hash-chained audit trail, tamper-evident AI audit log - [Hallucination Defense & Consistency](https://deepintshield.com/service/hallucination-defense/): Hardening systems and applying secure configurations across all infrastructure. - [MCP Gateway & Tool Control](https://deepintshield.com/service/mcp-gateway/): Protecting critical data with secure backups and rapid recovery plans. - [Agentic Security (PEP/PDP)](https://deepintshield.com/service/agentic-security/): 24/7 monitoring with advanced SIEM systems for real-time detection. - [RAG Security](https://deepintshield.com/service/rag-security/): Managing user identities and access with MFA and detailed role-based control. - [Runtime Guardrails & PII](https://deepintshield.com/service/guardrails/): Encrypting sensitive data at rest and in transit using advanced encryption. - [Multi-Provider AI Gateway](https://deepintshield.com/service/ai-gateway/): Multi-Provider AI Gateway ## Categories - [Agentic AI Security](https://deepintshield.com/category/agentic-ai-security/) - [AI Logs](https://deepintshield.com/category/ai-logs/) - [Cost Optimization](https://deepintshield.com/category/cost-optimization/) ## Tags