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— Pricing & Engagements

From strategy to
runtime protection.

Starseer operates across three modes: platform products for continuous detection and protection, advisory to get the most from your deployment and sharpen your AI security strategy, and services for custom design and optimization. Most engagements start with the platform and expand from there.

Platform

AI Model Validation & Runtime Assurance

Model validation, AI-DE, and AI-EDR support. Subscription products for continuous AI security coverage.

Advisory

Risk & Strategy Advisory

Maximize your platform investment. Expert guidance on AI risk posture, security strategy, and operational best practices on a retained basis.

Services

Design & Build Services

Custom model selection, LLM/RAG architectures, and optimization. Delivered as scoped project engagements for specialized needs.

— Platform Tiers

Continuous protection
across the full lifecycle.

Four tiers, scoped to how your team operates. Every tier includes the full platform. All tiers are custom-quoted based on environment scope.

Try & Deploy

Essentials

Canary model for jailbreak detection. Single detection class, smallest model footprint. Low-touch trial to get started with AI runtime protection.

Jailbreak detection (Canary)

Lightweight model deployment

API integration

Free developer trial

Core support

Model validation scanning

Security-verified AIBOM generation

Single-token backdoor scanning

Model provenance verification

Automated report output

Recommended

Full Detection Library

Advanced

Everything in Essentials plus curated behavioral detections across OWASP ASI categories. Continuous updates via the Starseer threat feed.

All Essentials capabilities

Destructive action detection

Data exfiltration patterns

Tool abuse / prompt injection

OWASP ASI coverage

Threat feed subscription

Custom Rules & Policies

Enterprise

Everything in Advanced plus the ability to author, test, and deploy custom detection rules matched to your organization's specific threat model.

All Advanced capabilities

Custom detections

Custom policy enforcement

Rule testing / validation

Organization-specific detections

Priority support

Strategic Engagements

Labs

Deep interpretability, model optimization, and custom research. Fine-tuning optimization, root cause analysis, and model customization as a service.

Fine-tuning optimization

Root cause analysis

Custom model tuning

Interpretability research

Dedicated advisory

Analyst-Assisted

Model Forensics

Starseer team runs the analysis. Behavior comparisons against known-good baselines. Detailed findings with remediation guidance. For IR or pre-deployment assurance. Available as an add-on to any tier.

Add-on includes

Behavior comparison analysis

Known-good baseline diffing

Detailed findings report

Remediation guidance

Incident response report

— Advisory

Risk & Strategy Advisory

Maximize your platform investment. A dedicated Starseer advisor works alongside your security and AI leadership on a retained basis, providing expert guidance on AI risk posture, security strategy, and operational best practices as your program matures.

Get your free advisory

Platform deployment strategy and optimization guidance

AI risk posture assessment and security strategy development

Detection coverage tuning and operational best practices

Monthly strategic briefing with your CISO or AI security lead

Incident advisory and post-incident review

Priority access to Starseer research and threat briefings

Policy, governance, and compliance guidance

— Assessment & Services

Every services engagement
starts with an assessment.

Every service engagement is assessment-led. Before any design, build, or optimization work begins, we run the same four-phase methodology to map your environment, surface risks, and define priorities. Engagements are scoped per project or on a monthly retainer — pricing is provided during initial discovery.

1

Discover

Map your AI environment

Inventory all models, agents, pipelines, and data flows. Establish scope and identify the full AI attack surface before any analysis begins.

2

Assess

Analyze models and exposures

Apply interpretability analysis and adversarial testing to surface backdoors, hidden capabilities, and behavioral risks. Map findings to MITRE ATLAS.

3

Prioritize

Rank risks and close gaps

Score findings by business impact and exploitability. Identify detection coverage gaps and sequence remediation by risk level and operational feasibility.

4

Deliver

Strategy, roadmap, and evidence

Deliver a security strategy report, prioritized remediation roadmap, and compliance-ready evidence package aligned to NIST AI RMF and ISO 42001.


Service Engagements

Assessment-led, scoped to defined deliverables

Each service begins with the assessment methodology above. Ongoing optimization retainers are available after initial delivery.

AI Model Selection

Evaluating which foundation models, fine-tuned variants, or specialized architectures fit your use case — accounting for capability, security posture, cost, compliance requirements, and deployment constraints. Prevents costly model lock-in.

AI System Optimization

Performance, cost, and reliability optimization for AI systems already in production. Reduces token costs, improves latency, tightens accuracy, and resolves drift, hallucination, and reliability issues — without compromising security posture.

AI / LLM / RAG Design

Architecture design for LLM-powered applications, retrieval-augmented generation pipelines, and agentic systems. Covers prompt architecture, retrieval design, guardrail strategy, data flow security, and deployment topology.

— Get Started

Ready to elevate
your business?

Start with advisory and grow into the platform. Most teams see value within the first engagement.