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Pricing and engagements

From strategy to runtime protection.

Starseer operates in three modes: the platform for continuous scanning, detection, and enforcement, advisory to sharpen your AI security strategy, and services for custom design and optimization. Most engagements start with the platform and expand from there.

Platform

Scan, detect, and enforce

Model vulnerability scanning, runtime detection and response, and gateway policy enforcement. Subscription tiers scoped to your environment.

Advisory

Risk and strategy advisory

A dedicated advisor working alongside your security and AI leadership on risk posture, strategy, and operational practice. Retained basis.

Services

Design and build

Model selection, LLM and RAG architecture, and optimization. Scoped project engagements for specialized needs.

Platform tiers

Continuous protection across the full lifecycle.

Three tiers scoped to how your team operates, spanning model vulnerability scanning before deployment, detection and response at runtime, and policy enforcement at the gateway. All tiers are custom-quoted based on environment scope.

Try and deploy

Essentials

A low-touch way to put runtime protection in front of a live endpoint, using a lightweight Canary model.

Detection and response

Jailbreak detection (Canary)

Lightweight model deployment

API integration

Free developer trial

Core support

Model vulnerability scan

Vulnerability scanning

Security-verified AIBOM generation

Model provenance verification

Automated report output

Recommended

Full detection library

Advanced

Everything in Essentials, plus the full behavioral detection library and gateway enforcement.

All Essentials capabilities

Detection library

Destructive action detection

Data exfiltration patterns

Tool abuse and prompt injection

OWASP ASI coverage

Threat feed subscription

Gateway

Prompt classification

Model routing

Baseline policy enforcement

Right-sized spend

Custom rules and policy

Enterprise

Everything in Advanced, plus custom detections and enforcement policy written for your threat model.

All Advanced capabilities

Custom detection

Custom detections

Rule testing and validation

Organization-specific detections

Gateway policy

Custom policy enforcement

Advanced routing rules

Supply chain

Tamper and backdoor detection

Supply chain attestation

Compliance evidence

Support

Priority support

Add-on · analyst-assisted

Model Forensics

Our team runs the analysis, comparing behavior against known-good baselines and delivering findings with remediation guidance. For incident response or pre-deployment assurance.

Includes

Behavior comparison analysis

Known-good baseline diffing

Detailed findings report

Remediation guidance

Incident response report

Single-token backdoor scanning

Add-on · research

Labs

Deep interpretability work, model optimization, and custom research, run by the team that builds the platform. Pairs with any tier.

Includes

Fine-tuning optimization

Root cause analysis

Custom model tuning

Interpretability research

Dedicated advisory

All tiers are custom-quoted based on environment scope. Add-ons pair with any tier.

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Advisory

Risk and strategy advisory.

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.

Talk to an advisor

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 and services

Every services engagement starts with an assessment.

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.

01 · 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.

02 · Assess

Analyze models and exposures

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

03 · 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.

04 · 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. 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 and reliability optimization for AI systems already in production. Reduces token spend, improves latency, tightens accuracy, and resolves drift, hallucination, and reliability issues without weakening security posture.

AI, LLM, and 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.

Scope, timeline, and fees are set during an initial discovery session.

Talk to services

Start where your exposure is.

Four minutes with the diagnostic tells you which tier fits. A demo shows you the platform against your own workload.