# TensorVault — Pricing & Engagement Models

TensorVault provides fixed-scope and sprint-based engineering engagements for teams taking AI prototypes into regulated production (fintech, healthtech, and enterprise B2B SaaS).

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## 1. Outside AI Architecture Review
- **Model:** Fixed-scope engineering audit
- **Timeline:** 3 to 5 business days
- **Scope:** Codebase vulnerability audit, auth hierarchy & tenant isolation check, LLM prompt defense review, database concurrency audit, infosec readiness scorecard.
- **Deliverable:** Executive summary, prioritized vulnerability remediation matrix, and implementation blueprint.
- **Booking:** https://tensorvault.com/contact.html?service=architecture

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## 2. MVP to Production Hardening Sprints
- **Model:** 2 to 4 week dedicated engineering sprints
- **Timeline:** 2 to 4 weeks
- **Scope:** Direct-to-repository code implementation (Row-Level Security, RBAC, input sanitization, API rate limiting, automated CI/CD test suites, infosec evidence binder).
- **Deliverable:** Merged pull requests directly in your GitHub/GitLab repository.
- **Booking:** https://tensorvault.com/contact.html?service=mvp

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## 3. Data Lakehouse & Model Governance Engineering
- **Model:** Custom enterprise scope
- **Timeline:** Milestone-based
- **Scope:** Open table format data architectures (Apache Iceberg, Delta Lake), model risk management (OSFI E-23, OCC SR 11-7), drift monitoring, adversarial red-teaming.
- **Deliverable:** Production data pipelines and turnkey regulatory evidence packages.
- **Booking:** https://tensorvault.com/contact.html?service=governance

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## 4. Free Assessment: TensorVault ReadyScore
- **Price:** $0 (Free, no email required)
- **Timeline:** 3 minutes
- **Scope:** 10-question compliance readiness diagnostic for SOC 2, PHIPA, and OSFI E-23.
- **Access:** https://tensorvault.com/readyscore.html