Engineering intelligent systems for the real world.
Deploy private AI models, autonomous agents, and enterprise software on your own infrastructure — protected by continuous compliance intelligence and sub-millisecond gateway policy enforcement.
Frameworks we continuously map to & enforce
Design. Deploy. Operate.
We design serious AI systems.
We architect AI systems around your data, constraints and threat model — not around a demo. Retrieval, agents, evaluation and infrastructure engineered to hold up in production.
We deploy into real environments.
We integrate intelligence into the systems, documents and operational workflows your business already runs on, with human oversight where it matters.
We can run AI privately.
On-premise, private cloud, hybrid or edge. Your data stays on infrastructure you control.
From Annual Scrambles to Continuous Audit Readiness
The Blue Iceberg connects directly to your operational ecosystem to build a living semantic map of your business, auto-mapping regulations and collecting audit-grade evidence 24/7.
Living Business Model & Architecture Map
Learns how your business operates across products, data pipelines, cloud infra, and vendors. Automatically tracks data flows, microservice connections, and employee access in real time.
Native Ecosystem Connectors
Automatic Framework Mapping
Instantly identifies which regulations apply (SOC 2, ISO 27001, GDPR, HIPAA, PCI DSS, DPDP) and translates complex legal mandates into clear, actionable engineering controls.
Zero-Screenshot Evidence Engine
Pulls cryptographically verifiable evidence directly from cloud providers, identity systems, and repos. No manual screenshots, no stale spreadsheets, and no lost evidence binders.
Code & IaC Continuous Verification
Inspects source code, Terraform, Kubernetes configs, and CI/CD pipelines before deployment to ensure encryption, retention, and access policies are strictly enforced before production merge.
A Policy-Enforcement Firewall in Front of Every AI Model
Deploy a sub-millisecond compliance proxy in front of hosted APIs (OpenAI, Anthropic, Bedrock), internal copilots, and self-hosted open-source models to prevent data leaks and enforce strict governance in real time.
Zero-Latency Regulated Data Redaction
Inspects inbound prompts and outbound completions in real time. Automatically blocks or redacts PII, PHI, payment details, internal secrets, and proprietary IP before reaching any model.
Prompt sanitized: [CUSTOMER_SSN] & [CARD_NUM] masked via regex/NER policy.
Anthropic Claude 3.5 Sonnet request routed with compliance metadata.
Completion screened: Zero regulated medical identifiers detected.
Granular Per-Team & Regional Policy Control
Enforce custom model policies based on team role, data classification tier, or geographic jurisdiction. Ensure EU customer data stays routed exclusively to EU-hosted model endpoints.
Audit-Ready Findings, Traceable to Every Line & Model Call
Eliminate once-a-year audit fire drills with tamper-evident cryptographic logs, automated auditor packages, and continuous posture drift alerts.
Immutable AI Interaction Logging
Every AI request and response is recorded with cryptographic timestamps, user identity, policy decisions, and redaction diffs for complete auditor scrutiny.
Evidence-Backed Audit Reports
Generate audit packets with one click. Findings link directly to live cloud resources, Git commits, IaC configs, and policy traces — not empty checklists.
Continuous Reassessment & Drift Alerts
Instantly alerts your security team when new regulatory standards emerge, infrastructure drifts out of compliance, or unusual AI prompt patterns occur.
[ Capabilities ]
One partner across the AI
engineering lifecycle.
[ Private AI — flagship ]
Your data. Your infrastructure. Your intelligence.
Many enterprises can't send confidential contracts, engineering documents or operational data to public AI services. Blue Iceberg builds private AI systems — including on-premise and air-gapped deployments — so your models run where your data lives.
Deploy in Minutes. Governed for Life.
Connect your infrastructure and AI pipelines in four simple steps to establish continuous compliance and real-time LLM guardrails.
Zero-Touch Integration Across Your Stack
Connect your cloud providers, repositories, identity providers, HR systems, and AI endpoints via ready-made integrations. The Blue Iceberg immediately builds your organization's living compliance topology with zero friction.
Connect Your Systems
Plug in cloud accounts, code repositories, identity providers, and your AI model endpoints with read-only scoped API tokens.
Map Obligations & Deploy Gateway
The Blue Iceberg automatically identifies your applicable regulatory frameworks and places the zero-latency proxy in front of AI callers.
Continuous Monitoring & Screening
Collect immutable compliance evidence 24/7 while intercepting, redacting, and logging all prompts and completions in real time.
Prioritized Remediation & Audit Ready
Export audit-ready evidence packets on demand and resolve any posture drift before auditors or regulators even notice.
Every legal document your company needs. Generated, organized, always current.
Blue Iceberg assesses your business profile, stage, and jurisdiction to identify mandatory legal and compliance documents, generates tailored drafts, and centralizes every policy and agreement in a live-updated vault.
Centralized Document Vault
All legal and compliance documents — contracts, privacy notices, DPAs, vendor agreements, and employee policies — generated and organized in one place. Automatically kept up to date as regulations change.
Document Needs Assessment
Answer a few simple questions about your company stage, data flows, and customer jurisdictions. Blue Iceberg identifies the exact compliance and legal documents you are required to have — and flags what is currently missing before an audit.
* Blue Iceberg provides automated document generation, organizational workflows, and regulatory gap-identification tooling. It is not a law firm and does not provide legal advice; documents should be reviewed by qualified legal counsel where appropriate.
Trusted by Security & Compliance Leaders
See how CISOs, VP Engineers, and compliance directors use The Blue Iceberg to eliminate manual audit cycles and safeguard enterprise AI adoption.
“The Blue Iceberg replaced our 6-month manual audit preparation cycle with live evidence feeds. We closed our SOC 2 Type II in 2 weeks with zero findings.”
Elena Rostova
VP of Information Security at SaaS Scale
[ Industries ]
Built for document-heavy, high-stakes operations.
[ How we work ]
Research → Engineering → Transformation.
Research generates technical capability. Engineering turns it into production systems. Transformation integrates it into how your business actually operates.
- 01
Assess
Data, workflows and readiness
- 02
Architect
System design and threat model
- 03
Build
Models, agents and integration
- 04
Deploy
Into your environment
- 05
Operate
Evaluate, monitor, improve
[ Selected work ]
Selected work.
Anonymized where attribution is pending. We do not disclose client architecture or internal system designs under strict bilateral NDAs.
Confidentiality Notice:Client Architecture & AI Implementation Confidentiality: Under strict bilateral non-disclosure agreements (NDAs) and enterprise security protocols, Blue Iceberg does not disclose client names, proprietary infrastructure topologies, fine-tuning weights, or internal system configurations. Case studies illustrate high-level technical methodologies, deployment topologies, and generalized architectural patterns only.
View High-Level Process Details →[ Transparent & Modular Investment ]
Modular Architecture. Predictable Investment.
Select the exact operational scope you need: Core AI Infrastructure Engineering, Continuous Compliance & AI Gateway, or our Flagship Unified Bundle.
Strategic Foundation
Infra Sandbox + SOC 2 Readiness
A synchronized 30-day engagement to deploy your first private model sandbox while establishing continuous compliance baseline.
Included Deliverables:
- Private Model Sandbox Deployed on Client Infrastructure
- Baseline Compliance Gap Matrix & Framework Readiness
- Pre-Configured AI Gateway with Core Guardrails & Redaction
- Automated Initial Evidence Collection Scripting
- Comprehensive Architecture Blueprint & Board-Ready Roadmap
- Direct Shared Slack/Teams Channel with Senior Architects
Enterprise Core
Production Infra + Real-Time GRC
Production private AI infrastructure + full multi-framework continuous compliance + 0.8ms inline AI policy firewall.
Included Deliverables:
- Production Private AI Compute Cluster (GPU / Edge / On-Prem)
- Departmental Autonomous Agent Swarms & ERP Integrations
- 0.8ms Inline AI Gateway (Zero-Leak Policy & PII Scrubbing)
- Complete Multi-Framework Posture (SOC 2, ISO, HIPAA, GDPR)
- Automated Legal Document Vault & Cryptographic Ledger
- Bilateral NDA Sovereign Enclave with Zero Data Egress
- Bi-Weekly Sprint Releases & Dedicated Engineering Pod
Sovereign Transformation
Institutional Scale Partnership
Complete end-to-end proprietary infrastructure, air-gapped sovereign execution, custom hardware orchestration, and full legal GRC automation.
Included Deliverables:
- Complete Enterprise AI Overhaul with Custom Fine-Tuning
- Air-Gapped Sovereign Hardware & Edge Cluster Rollout
- Custom Regulatory Framework Engine & Global AI Act Mapping
- Dedicated On-Site Systems Architects & Legal Auditor Defense
- Full Automated Legal Vault & Contract Drafting Pipeline
- Unlimited AI Gateway Proxies & Custom Hardware Acceleration
- 24/7/365 Dedicated Systems & Security Response Team
Need a Custom Infrastructure Enclave or Dedicated Auditor Defense?
All engagements include strict bilateral NDA confidentiality, non-disclosure of proprietary weights, and direct access to senior DeepMind-calibre systems engineers.
[ Blue Iceberg Labs ]
Applied research, not innovation theatre.
Blue Iceberg Labs is our applied research practice — private AI, small language models, agent infrastructure, evaluation and safety. Research feeds directly into what we deploy.
Technology ecosystem
We work across the modern AI and cloud stack, and select tools per engagement rather than by default.
[ FAQs ]
Everything you need to know.
Comprehensive answers regarding Private AI, Continuous Compliance Intelligence, the AI Gateway, and Legal Document Management.
[ Zero-Friction Enterprise Governance ]
Stop preparing for audits. Stay ready for them.
Join the private waitlist to see continuous compliance intelligence, real-time AI governance, and private enterprise systems united in The Blue Iceberg.