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Early concept — this service is evolving as we validate it with founders
Lanera Guardian — AI Assurance

Launch with confidence.

Guardian Assurance Reviews help founders launch AI products that customers, investors, and enterprise buyers can trust — for teams building on Claude, Lovable, Base44, Cursor, Replit, Bolt, and similar platforms. The platform may be secure. That doesn't mean what you built on it is ready for customers.

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Helping founders build products people trust.

AI has made it possible for anyone to build software — without years of engineering or security experience behind them. We're not a cybersecurity consultancy, and we don't sell penetration tests or compliance audits. Guardian is building a new category: AI Assurance — centered on confidence and responsible AI, not fear.

The AI platforms are becoming increasingly trustworthy.
The real question founders are asking is whether their application is trustworthy.

That's the space Guardian exists to own.

The Guardian Assurance Framework™

Seven pillars. One question behind each: can this be trusted?

Every Guardian Assurance Review evaluates an AI application across seven pillars — broader than security, because readiness for real customers is broader than security.

01
TrustCan customers trust this application?
Authentication, authorization, identity, privacy, encryption, secrets management, and data protection.
02
ResilienceWill this survive real-world usage?
Monitoring, logging, disaster recovery, backups, availability, and incident response.
03
ArchitectureCan this scale?
Infrastructure, APIs, databases, scalability, technical debt, and maintainability.
04
IntelligenceIs the AI itself trustworthy?
Prompt injection resistance, tool permissions, agent behavior, hallucination mitigation, human oversight, and AI governance.
05
StewardshipCan the business afford to scale?
Cloud costs, AI inference costs, resource utilization, operational efficiency, and cost optimization.
06
ReadinessIs the company ready for enterprise customers?
Documentation, operational maturity, compliance readiness, vendor questionnaires, and internal process.
07
HumanityTechnology should respect people.
Accessibility, ethical design, transparency, user experience, and customer communication.

This framework is informed by industry-leading standards — including OWASP ASVS, the OWASP Top 10, the OWASP Top 10 for LLM Applications, the AWS Well-Architected Framework, the NIST AI Risk Management Framework, AIUC-1 principles, MITRE ATT&CK, and CIS Benchmarks — combined into a single methodology built specifically for modern AI applications.

The Guardian Score

Every review produces a score, not a pass/fail report.

Illustrative example — not an actual client result.

Guardian Assurance Score 91/100
Trust★★★★★
Resilience★★★★☆
Architecture★★★★★
Intelligence★★★★☆
Stewardship★★★★★
Readiness★★★★☆
Humanity★★★★★
Protected Watch Strengthen Critical
Methodology

Every Guardian Review pairs proprietary technology with expert human judgment.

We don't just provide manual consulting. Our architects and advisors are supported by proprietary internal capabilities — we call them Guardians — that let a review go deeper, faster, and more comprehensively than a manual pass alone. Clients hire Lanera Guardian's expertise. The Guardians are simply part of how we deliver it.

Sentinel
Security, authentication, and authorization — including attack-scenario validation.
Architect
Application architecture, scalability, and technical debt.
Steward
Cloud infrastructure, cost optimization, and operational resilience.
Oracle
AI implementation, prompt safety, and agent behavior.
Watchman
Monitoring, logging, and recovery readiness.

The Guardians surface what our architects and advisors then validate, interpret, and act on. Our experts are empowered by proprietary Guardian technology — never replaced by it.

Not an MSP. Not a generic cybersecurity vendor.

A quiet, trusted partner — not a fear-based vendor.

Guardian is a premium advisory practice, not an IT services company. We help founders know whether their AI application is truly ready for customers — with the same calm confidence you'd expect from a trusted advisor, not a hoodie-and-neon security firm.

Guardian Principles

What we believe.

Technology should protect people.
Trust is earned.
AI should remain accountable to humans.
Security should create confidence — not fear.
Architecture should enable growth — not limit it.
Every customer deserves responsible software.
We exist to protect what founders are building.

Confidence before customers.

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