Unlock Efficiency.
Protect Your Data.

We engineer and govern AI workflows that prioritize secure information handling and compliance. Our methodology mitigates risk while building automated workflows that elevate professional quality standards beyond human-only benchmarks.

The AI Resilience Cycle

A continuous feedback loop designed to mature your defensive posture over time.

01

Assess

Mapping Shadow AI usage and identifying data leakage points. We uncover strategic use cases where AI elevates operational performance.

02

Develop

Architecting isolated pipelines and custom implementation roadmaps. We design the technical plans that keep data internal.

03

Author & GRC

Establishing AI Security Committees and drafting Acceptable Use Policies for all tiers. Evaluating third party tools for rogue harvesting.

04

Train

Staff briefings on hallucination detection and rigorous technical auditing of AI outputs to raise quality standards.

05

Advise & Repeat

Ongoing monitoring of model releases and threat landscapes. We return to Step 01 to refine use cases and continuously implement new capabilities.

Sector Specific Mitigation

Tailored strategies for data intensive professional environments.

Legal Practice

Ensuring attorney client privilege while deploying AI discovery and document verification tools.

  • • Privilege preserving prompt engineering.
  • • Isolated vector database architecture.
  • • Automated discovery scrubbing.
  • • NYSBA Ethical AI compliance mapping.
  • • Client confidentiality boundary audits.
  • • PII masking in discovery drafts.
  • • AI generated document verification.
  • • Internal "Expert Engine" for research.
  • • Shadow AI monitoring for paralegals.
  • • Technical supervision documentation.

Finance & Accounting

Mitigating financial data exposure and automating complex record analysis within GLBA bounds.

  • • GLBA and FTC Safeguards compliance.
  • • IRS Pub 1345 security alignment.
  • • Historical record analysis isolation.
  • • Tax season efficiency automation.
  • • Client PII encryption in transit.
  • • Secure ETL for financial datasets.
  • • Automated audit trail generation.
  • • Fraud pattern detection mapping.
  • • Multi factor prompt authentication.
  • • Financial advisory risk scoring.

Strategic Consulting

Protecting proprietary frameworks and competitive intelligence through RAG boundary enforcement.

  • • Proprietary framework protection.
  • • Competitive intelligence shielding.
  • • Senior insight retention loops.
  • • Automated report drafting cycles.
  • • Data residency for global clients.
  • • IP boundary enforcement in RAG.
  • • Junior staff knowledge acceleration.
  • • Custom internal model fine tuning.
  • • Strategic decision support reviews.
  • • Client facing AI transparency logs.

Enterprise & Operations

Scaling AI deployments across general operations while containing rogue data harvesting.

  • • Shadow AI footprint containment.
  • • Departmental usage policy drafts.
  • • Vendor AI capability risk reviews.
  • • Internal efficiency workflow builds.
  • • Cross functional GRC frameworking.
  • • Prompt engineering training for HR.
  • • Executive AI decision support.
  • • Procurement AI security standards.
  • • Operational data flow mapping.
  • • Continuous AI threat monitoring.

Public Sector & Muni

Securing citizen data and public infrastructure from accidental exposure through unregulated AI usage.

  • • CJIS compliance mapping for AI tools.
  • • Public record redaction automation.
  • • Citizen data privacy boundary enforcement.
  • • Vendor risk assessments for smart city tech.
  • • Law enforcement AI use case drafting.
  • • Private infrastructure knowledge bases.
  • • Automated FOIA response workflows.
  • • Elected official AI awareness training.
  • • Public trust transparency documentation.
  • • Emergency services AI failure mitigation.

Distribution & Retail

Optimizing logistics and inventory forecasting while defending proprietary supply chain data architectures.

  • • Vendor pricing data isolation.
  • • PCI-DSS aligned AI workflows.
  • • Demand forecasting data security.
  • • Logistics pathing algorithm audits.
  • • Customer behavior PII scrubbing.
  • • Warehouse automation risk checks.
  • • Supplier contract analysis isolation.
  • • E-commerce fraud detection limits.
  • • Fleet management data protection.
  • • Private inventory RAG deployments.

Education & Academic

Guiding academic institutions through the ethical integration of AI while strictly enforcing FERPA protections.

  • • FERPA compliant student data handling.
  • • Institutional Acceptable Use Policies.
  • • AI assisted grading risk mitigation.
  • • Private LLMs for research data.
  • • Faculty syllabus AI integration guidance.
  • • Plagiarism vs. Hallucination training.
  • • Student PII masking in analysis.
  • • Grant proposal data isolation.
  • • Admissions algorithm bias auditing.
  • • Campus IT Shadow AI containment.

The Trebuchet Security Advantage

Instead of viewing regulatory compliance and privacy mandates as barriers to innovation, we view strategic AI defense as a mechanism to:

Unlock Efficiency

Safely deploy internal AI tools that elevate professional output and automate workflows without ever exposing client data to public models.

Establish Boundaries

Engineer strict, isolated perimeters around your proprietary intelligence, satisfying stringent frameworks like GLBA, HIPAA, and CJIS.

Prevent Leakage

Stop the invisible loss of intellectual property and avoid reputational damage caused by rampant, unregulated "Shadow AI" usage by staff.

Discover how Trebuchet Security can secure your high-stakes operational data. Request a Briefing Today.

Engagement Structures

Tiered professional services designed for long term intelligence resilience.

Resilience Pulse

$299

A high impact entry point. 2 hour executive scan of current AI usage with a three point mitigation roadmap.

View Full Deliverables
  • • Pre-engagement executive alignment call and discovery meeting.
  • • High-level mapping of current AI footprint.
  • • Identification of top 3 immediate data leakage vectors.
  • • 3 targeted AI use cases to safely augment and improve workflows.
  • • High-impact mitigation roadmap presentation.
Select Pulse

Phase 01 Assessment

$1,500

Deep discovery, Shadow AI mapping, and comprehensive GRC gap analysis. Final deliverable: Strategic AI Risk Map.

View Full Deliverables
  • • Comprehensive Shadow AI discovery sweep across endpoints.
  • • NIST AI RMF & industry framework gap analysis.
  • • Custom AI Acceptable Use Policy drafting & staff training.
  • • Risk scoring of current 3rd party AI vendors.
  • • Strategic AI Risk Map and Executive Briefing delivery.
Start Assessment

Phase 02 Build

Project Quote

Custom engineering of private AI pipelines, automation builds, and API based security hardening based on Assessment results.

View Full Deliverables
  • • Architecture and deployment of Private RAG workflows.
  • • API security hardening and sanitization layers.
  • • Custom prompt library engineering for staff.
  • • Secure vector database setup for IP isolation.
  • • Handover training for secure operational deployment.
Request Quote

Advisory Retainer

Starts at $295/mo
Month-to-Month: $495/mo
1-Year Term: $395/mo
2-Year Term: $295/mo

Billed monthly. Monthly Security Committee chairing, strategic oversight, and technical impact reviews for new model releases.

View Full Deliverables
  • • Ongoing third party vendor and AI capability reviews.
  • • Periodic GRC reviews and framework alignment.
  • • Embedded workflow development with internal teams.
  • • Quarterly strategic alignment meetings.
  • • End of year/cycle review for Security and AI posture.
  • • Bi-annual staff training on AI usage, abuses, and security awareness.
  • • Continuous staff training and coaching integrated into workflows.
View Retainer

Ad-Hoc Block Hours

$150/hr

A flexible, catch-all engagement for custom consulting, emergency remediation, or general AI workflow assistance.

View Full Deliverables
  • • Sold in pre-paid 10-hour blocks.
  • • Use for any custom AI engineering or advisory need.
  • • Emergency AI model rollback and prompt injection remediation.
  • • On-demand staff training or workflow troubleshooting.
  • • Rollover hours available for 12 months.
Request Hours

Frequently Asked Questions

Clarifying our strategic approach to secure AI adoption.

What does Trebuchet Security actually do?

We are a strategic advisory firm specializing in AI risk management. We help data-intensive organizations (like law firms, CPAs, and consultancies) safely integrate AI into their operations without exposing confidential client data or violating compliance frameworks.

Are you an IT Managed Service Provider (MSP) or a software vendor?

Neither. We are a vendor-agnostic Strategic Advisory firm. We don't sell software or replace your existing IT team. Instead, we assess your operational risk, design secure AI architecture, and build the strategic governance policies required to keep your data internal.

We have a strict "No AI" policy. Why do we need an assessment?

Because "Shadow AI" is pervasive. Employees frequently bypass corporate controls to use consumer-grade AI tools (like public ChatGPT) for efficiency, inadvertently exposing proprietary data. We identify these invisible risk vectors and help you build a secure, governed environment that staff can use safely without resorting to workarounds.

How do you handle strict regulatory frameworks?

We build following the NIST Cybersecurity Framework (CSF) and NIST AI Risk Management Framework (AI RMF). We can cater to working with your specific compliance requirements (such as GLBA, HIPAA, CJIS, or NYSBA ethical guidelines) by designing isolated AI workflows and Private Retrieval-Augmented Generation (RAG) architectures that ensure your client data never leaves your internal perimeter.

What does a typical engagement look like?

We recommend starting with the Resilience Pulse or Phase 01 Assessment to rapidly map your current risk landscape. From there, we can engineer custom secure pipelines (Phase 02) or act as your ongoing outsourced AI Security Committee via our Monthly Advisory Retainer.

Secure Engagement

Fill out the briefing request below, or reach out directly: