INITIALIZING · SOLVION AI
DoD & Federal Ready
SAM.gov Registered
Patent Pending · 2026
Cogswell Award × 2
STIG · CIS · NIST · CMMC
U.S. Air Force Veteran-Led

Your AI generatesLAMP Makes It Deployment-Ready

LAMP is Solvion AI's autonomous content generation platform that transforms structured requirements into verified, production-ready outputs. Every output is generated, validated, automatically repaired, and learned from, creating a continuous cycle of improvement. The result is trusted, deployment-ready outcomes delivered without human intervention between input and verified result.

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LAMP INGEST 01 Structured GENERATE 02 No templates VALIDATE 03 Auto QA REPAIR 04 Self-fixing LEARN 05 Permanent CLASSIFY 06 Accuracy LAMP
The LAMP Engine

Stop Fixing AI Output.
Start Deploying It.

Standard LLMs generate output and stop. LAMP generates, validates, repairs, and remembers — in a closed autonomous loop. That is not a feature upgrade. That is a fundamentally different class of system.

01
Hallucination Control
Prior failure patterns injected at generation time. LAMP structurally prevents repeating known mistakes — getting measurably more accurate with every run, on your specific data.
02
Built-In Verification
Auto-derived test suites run before delivery. Incorrect output fails its own tests and never reaches the customer. No separate QA step. No manual review loop.
03
Autonomous Repair
Failures traced to the exact stage that caused them. Only that stage reruns. Most failures resolve instantly — only the failed stage reruns, at a fraction of the cost of full regeneration.
04
Permanent Learning
Every repair stored and reused. Organizational knowledge transferred across teams and projects. No retraining. Gets measurably better with every run.

Who Is LAMP For?

Organizations where AI-generated content must be verified before it can be trusted or deployed.

Federal Agencies
DoD, civilian agencies, and federal organizations where AI output must meet strict compliance and accuracy standards before deployment.
CMMC FedRAMP ATO
Defense Contractors
Prime and sub-contractors managing security documentation, compliance hardening, and system authorization packages at scale.
STIG NIST IL4/IL5
Legal Teams
In-house counsel and law firms generating contracts, NDAs, and compliance filings that must be jurisdiction-accurate and audit-ready.
NDAs MSAs 50-State
System Integrators
Organizations building and deploying technology solutions for government and enterprise who need verified infrastructure documentation at speed.
IaC DevSecOps Cloud
Regulated Enterprises
Healthcare, finance, and commercial organizations operating under strict regulatory frameworks where AI output accuracy is not optional.
HIPAA SOX GDPR
The Common Thread
Your team is manually reviewing AI output before it reaches production.
LAMP eliminates that cycle.

Works With What You Already Have

LAMP plugs directly into your existing standards, infrastructure, and toolchain. Bring your benchmarks. Keep your stack. Start getting verified output on day one.

Compliance Standards
STIG XML CIS JSON NIST 800-53 NIST 800-171 CMMC FedRAMP FISMA
Validated hardening scripts, audit evidence, and remediation procedures
Scripting & Code
Bash Python PowerShell JSON YAML XML
Executable scripts with embedded self-validation and test harnesses
Operating Environments
RHEL / Ubuntu Windows Server AWS GovCloud Azure Gov GCP
Platform-aware scripts with OS-specific compatibility verification
CI/CD Pipeline Generation
GitHub Actions GitLab CI Terraform Docker Kubernetes
Pipeline definitions and IaC templates generated from structured DevOps requirements
Regulatory Frameworks
FedRAMP FISMA SOX HIPAA GDPR CMMC
Framework-native outputs with full traceability to source control requirements
Document & Data Types
User Specs API Schemas OpenAPI 3.1 SSPs POAM Runbooks
Any structured document or data schema ingested and transformed without pre-processing
Four things LAMP does that standard AI generation does not
01
Reads any structured requirement
No connectors. No reformatting. No templates.
LAMP accepts compliance frameworks, contract schemas, architecture specifications, regulatory guidelines, and API definitions in any format — and begins generating immediately. When requirements change, LAMP adapts on the next run. Nothing breaks. No one updates a template.
02
Verifies every output before delivery
Content that fails its own tests never reaches a customer.
The same requirement that drives generation automatically drives verification. Every output is tested against the criteria it was built to satisfy — structural completeness, behavioral correctness, and edge cases drawn from prior failures. Unverified output is not delivered.
03
Repairs failures without human involvement
Diagnoses, corrects, and re-verifies. Zero manual triage.
When output fails verification, LAMP identifies the source of the failure and corrects it — autonomously. The average failure is resolved in under one second at zero additional cost. Only failures that exhaust automated resolution are escalated to human review.
04
Improves continuously from every run
Every repair makes the next generation more accurate.
Repair outcomes are retained and applied to future generations. Patterns that caused failures are structurally avoided in subsequent runs. The system gets measurably more accurate over time — without retraining, without manual updates, without external intervention.
The Result

Standard AI generation produces output that requires expert review. LAMP produces output that has already been reviewed — by the system that generated it. The gap between "AI generated this" and "this is ready to deploy" is closed before it reaches a human.

Competitive Differentiation

Why LAMP Wins

LAMP eliminates entire categories of manual work that other platforms cannot automate. The difference is not speed — it is whether a human is in the loop at all.

Capability Manual Process Template-Based Generator ✓ LAMP Platform
Multi-source requirement ingestion Custom connector per source, manual reformatting Limited to predefined input schemas Any source, normalized automatically
Schema change handling Manual update of all dependent artifacts Template update required, regression needed Propagates automatically, zero maintenance
Test generation Manual authoring, typically incomplete Static test templates, fixed coverage Auto-derived, scales to complexity
Failure remediation Human triage, manual fix, retest cycle Error reported — human must resolve Autonomous diagnosis and repair
Continuous improvement Knowledge stays with individuals Requires manual template updates Learns from every run automatically
Cross-content learning Siloed by domain Not applicable Code fixes improve doc generation
Cost per control remediated Hours of engineer time per control Higher cost per control (AI-only) Dramatic cost reduction per control

"The system that generates your compliance scripts also generates the documentation, the test plan, and the remediation report — all from the same requirement, all validated, all autonomous."

Competitive Advantage

LAMP vs. Standard LLM

Standard LLMs generate. LAMP generates, validates, repairs, and remembers — autonomously, in a closed loop. That is not a feature. It is a fundamentally different class of system.

01
Hallucination Control
Standard LLM
Every call starts fresh. No knowledge of prior failures. The same mistakes repeat session after session.
LAMP
Prior failure patterns applied at generation time. Structurally prevents repeating known mistakes — more accurate every run.
02
Global Optimization
Standard LLM
Chained pipelines make locally-greedy decisions at each step. Result is sequential, suboptimal output.
LAMP
All available context assembled in a single optimized generation pass. Output is globally optimized, not step-by-step approximated.
03
Built-In Verification
Standard LLM
No verification step. Errors discovered during implementation, audit, or deployment — at full cost.
LAMP
Auto-derived test suites run before delivery. Incorrect output fails its own tests and never reaches the customer.
04
Autonomous Repair
Standard LLM
Wrong output requires a human to identify, diagnose, re-prompt, and regenerate — often at full cost.
LAMP
Only the failing stage reruns. Failures resolve instantly at a dramatic cost reduction — no human intervention required.
05
Permanent Learning
Standard LLM
Learning requires model retraining — expensive, slow, impossible with your specific operational experience.
LAMP
Every repair analyzed, stored, and used to improve future generations. No retraining required. Gets better every run.
06
Transferable Knowledge
Standard LLM
Expertise lives in prompt libraries — siloed, non-transferable, lost when people leave.
LAMP
Organizational knowledge retained, reused, and transferred across teams. Every lesson improves the next engagement.
07
Universal Source Ingestion
Standard LLM
You must manually convert STIG XML, CIS benchmarks, or NIST data into prompts. Every source requires custom work.
LAMP
Ingestion layer normalizes any source automatically. 94% automatic type classification. No connector code, no reformatting.
08
Zero-Template Architecture
Standard LLM
Template-based pipelines break when schemas change. Maintaining templates is a permanent engineering burden.
LAMP
Reads any schema at execution time with no prior field knowledge required. Schema changes? Adapt on next run.
There's a gap between what AI generates and what's ready to deploy. LAMP closes it — combining autonomous generation, built-in validation, self-repair, and continuous learning in one pipeline.
Live Products — LAMP in production today
Federal Compliance & Security Hardening
Cimplify
The compliance platform powered by LAMP

Automates the complete ATO lifecycle for organizations operating under DISA STIG, CIS Benchmarks, NIST 800-53/171, and CMMC. Generates deployment-ready hardening scripts, executes remediation with automatic rollback, and produces ATO evidence packages from actual execution telemetry — not manually assembled documentation.

Cimplify owns the complete compliance loop: benchmark upload → AI script generation → staging → deployment → scan → remediation approval → execution → automatic rollback → ATO evidence package. Every other tool owns one or two steps. Cimplify owns all of them.

Legal Contract Generation & Analysis
LAMP Legal
The contract platform powered by LAMP

Generates NDAs, employment agreements, and master service agreements from structured requirements. Jurisdiction-aware across all 50 states. Trained on SEC EDGAR filings and federal case law. Validates every clause before delivery and repairs deficiencies autonomously — simulation-verified, zero-fabrication performance record.

Where LAMP applies

LAMP's value proposition is identical across every domain: any structured requirement in, verified production-ready output out. Two domains are proven today. The platform is applicable wherever AI is already generating structured, high-consequence content that requires expert review before it can be trusted.

Proven · Live
Security compliance
Federal · Defense · Critical infrastructure
Takes in
STIG XML CIS JSON NIST controls
Delivers
Hardening scripts ATO evidence SSPs
Proven · Live
Legal contracts
Enterprise · Legal teams · In-house counsel
Takes in
Party schema Jurisdiction Deal terms
Delivers
NDAs Employment agreements MSAs
High Fit
Infrastructure as code
Cloud · DevOps · Platform engineering
Takes in
Architecture spec Security policy Cloud schema
Delivers
Terraform / HCL CloudFormation Ansible
High Fit
Federal acquisition
Contracting · Procurement · Defense
Takes in
FAR / DFARS Requirements Acquisition plan
Delivers
SOW / PWS RFP package Contract clauses
High Fit
Healthcare regulatory
FDA · Medical devices · Clinical trials
Takes in
Device spec 21 CFR Clinical protocol
Delivers
510k sections Trial protocol SOPs
High Fit
Privacy & data governance
Enterprise · Legal · Compliance
Takes in
Data inventory GDPR / CCPA Jurisdiction
Delivers
Privacy policy DPIA DPA / BAA
Expansion Ready
Financial regulatory
Banking · Capital markets · Insurance
Takes in
Financial schema Basel / SOX FINRA rules
Delivers
Compliance reports AML procedures SOX controls
Expansion Ready
Policy & procedure
ISO · SOC 2 · Enterprise governance
Takes in
Control framework Org schema ISO / SOC 2
Delivers
Policy docs Procedures Work instructions
Expansion Ready
Cybersecurity GRC
Enterprise · MSSP · Risk advisory
Takes in
Risk register NIST CSF Asset inventory
Delivers
Risk reports POA&M Control mappings

Why LAMP — not manual review, not AI alone

vs. manual process
Manual today

SMEs rewrite AI output. Each review cycle costs engineer hours. Errors reach production. Knowledge stays with individuals and disappears when they leave.

With LAMP

Output is verified before it leaves the system. Failures resolved autonomously — no human intervention required. Every repair makes the next generation better. Knowledge accumulates in the platform.

vs. AI generation alone
AI alone

Generates plausible output with no verification step. Same mistakes repeat across sessions. Errors discovered during deployment, audit, or litigation. Higher cost per unit plus full human review cost.

With LAMP

Generates and immediately verifies. Failures repaired before delivery. Mistakes learned and prevented. Dramatically lower cost per unit. No post-delivery review cycle required.

vs. template-based tools
Template tools

Break when schemas change. Require manual updates. Domain-siloed — one template library per use case. Static coverage that never improves. Engineer maintenance burden is permanent.

With LAMP

Schema changes propagate automatically on next run. Single platform across all domains. Coverage expands from every operational run. Zero template maintenance — ever.

Domain Coverage

20+ Domains. One Unified Platform.

The same autonomous pipeline applied across every content domain your organization needs — security, compliance, healthcare, finance, legal, DevOps, and beyond.

Security Hardening & Compliance
STIG, CIS, and custom benchmark remediation at scale.
STIG CIS NIST CMMC
Healthcare & Clinical Operations
HIPAA-compliant documentation, HL7/FHIR transformations, care pathway protocols.
HIPAA FHIR HL7
Financial Regulatory Compliance
SOX controls, Basel III/IV risk specs, regulatory filings, audit workpapers.
SOX Basel III SEC
DevSecOps & Cloud Infrastructure
CI/CD pipelines, IaC templates, container security specs, and cloud compliance controls.
Terraform K8s GitHub Actions
Legal & Contract Management
NDAs, SLAs, vendor contracts, and licensing agreements with jurisdiction-specific clause libraries.
NDA GDPR CCPA
Risk, Audit & Internal Controls
Risk registers, control evidence, gap analyses, and attestation packages.
COSO COBIT ISO 31000
Data Engineering & ETL Pipelines
ETL code, schema migration scripts, data quality validators, and lineage documentation.
dbt Spark Snowflake
API Documentation & Developer Portals
OpenAPI specs, SDK references, integration guides, and changelogs — synchronized as APIs evolve.
OpenAPI 3.1 AsyncAPI GraphQL
HR Policy & Workforce Compliance
Employee handbooks, role-specific policies, compensation frameworks, and onboarding guides.
EEOC FLSA GDPR Art.88
Operations, Runbooks & SRE
Site reliability runbooks, incident escalation trees, DR procedures, and SLO documentation.
ITIL v4 SRE ISO 20000
Supply Chain & Vendor Management
Vendor assessments, procurement specs, third-party risk questionnaires, and ESG compliance reports.
ISO 28000 SCOR EDI X12
+10
More Domains
Education, Marketing, IoT, AI/ML, and more — built on LAMP.
About Solvion AI

Solvion AI was built for one reason: the world needed AI that could be trusted. Not AI that generates and hopes. AI that generates, validates, repairs, and learns — autonomously, in a closed loop, without human intervention.

That is LAMP. That is the standard we set. That is what we deliver.

Our Mission

Our mission is to solve what other AI platforms can't.

Every AI deployment today shares the same critical failure point — outputs that pass surface validation, collapse under audit, and route back to engineering teams for manual remediation. The industry calls this "the last mile problem." We call it a known issue with a known fix.

LAMP doesn't terminate at generation. It executes a closed-loop pipeline — autonomous generation, deterministic validation, self-directed repair, and continuous learning — without human intervention, without reprocessing costs, without routing failures back to your team. Where other platforms end the pipeline, we close it. That is not a feature set. That is our core architecture.

Live Products — LAMP in production today

One Platform. Many Applications.

Every application is powered by the LAMP engine — autonomous generation, built-in validation, and self-repair included. New applications launch continuously across government, defense, and commercial sectors.

Live
Cimplify
Autonomous compliance and security hardening for DoD and federal organizations. Benchmark upload to ATO evidence package — every step owned in one product.
STIGCISNISTCMMCDoD
Coming Soon
Code Generator
Write, test, and validate production-ready code from any specification or requirement. No manual authoring. No templates. Every output verified before delivery.
PythonBashPowerShellJavaScript
Coming Soon
Script Generator
Verified hardening, automation, and configuration scripts generated directly from benchmarks and specifications — with embedded self-validation and test harnesses.
BashYAMLJSONXML
Coming Soon
Content Generator
Technical documentation, operational reports, system guides, and structured content — autonomous, validated, and synchronized from a single source requirement.
DocsReportsManualsOpenAPI
Coming Soon
Legal Sector
Contracts, NDAs, compliance filings, and regulatory documents — generated and validated against jurisdiction-specific requirements. Audit-ready from day one.
NDAGDPRSOXCCPA
+
More applications launching continuously.

Built on LAMP — every domain, every sector.
Leadership

The Team Behind Solvion AI

Randy Nguyen
21 YRS EXP
Randy Nguyen
Co-Founder · President & CEO
Randy Nguyen is the Co-Founder, President, and CEO of Solvion AI. He brings over 21 years of experience in government contracting, business formation, and executive leadership — building and delivering technology solutions inside the most demanding government and enterprise environments in the country. As CEO, he leads corporate strategy, operations, and go-to-market execution — driving growth, securing strategic partnerships, and positioning Solvion AI for enterprise-scale deployment across government, defense, and commercial sectors.
Gov Contracting Strategy GTM
LinkedIn
Michael Strachan
24 YRS USAF
Michael Strachan
Co-Founder · COO & CFO
Michael Strachan is Co-Founder, COO, and CFO of Solvion AI. A United States Air Force veteran with over 24 years of service, he brings deep expertise in mission-critical operations, enterprise program management, and building high-performing teams inside complex government and defense environments. At Solvion AI, he drives operational discipline, financial strategy, and organizational execution — ensuring the company scales without losing the precision and accountability that define its platform.
U.S. Air Force Operations Finance
LinkedIn
Joseph Jessop
25 YRS EXP
Joseph Jessop
Co-Founder · Chief Strategy Officer
Joseph Jessop is Co-Founder and Chief Strategy Officer of Solvion AI. Recognized by the U.S. Department of Defense as a subject matter expert in personnel security, he brings over 25 years of experience in government contracting, strategic program leadership, and national security operations. A two-time recipient of the James S. Cogswell Award, Joe previously served as Facility Security Officer for one of the largest Personnel Security and Access Authorization facilities in the National Industrial Security Program — overseeing clearance operations at scale. As CSO, he leads strategic partnerships, government engagement, and market expansion — positioning Solvion AI for deployment in high-trust, mission-critical environments.
DoD SME Security Cogswell ×2
LinkedIn
Thomas La
25 YRS EXP
Dr. Thomas La
Director of Strategic Partnerships & Global Business Development
Dr. Thomas La is a U.S.-trained electrical engineer and accomplished business leader with more than 25 years of experience across aerospace, healthcare, technology, consulting, and international business development. He combines technical expertise with business strategy to build strategic relationships, identify new opportunities, and support growth across U.S. and international markets. As Director of Strategic Partnerships & Global Business Development at Solvion AI, Dr. La focuses on expanding strategic partnerships, developing customer opportunities, and leveraging his global network to strengthen Solvion AI’s market presence and advance its AI and technology solutions.
DoD SME Security Cogswell ×2
LinkedIn
Company

Built by Engineers.
For Mission-Critical Work.

Solvion AI is a U.S.-based small business specializing in autonomous content generation for defense, federal, and commercial organizations. Our platform turns structured requirements directly into verified, production-ready output — without templates, without manual authoring, and without a human in the review loop for every artifact.

We are SAM.gov registered, patent-pending, and available as both prime contractor and subcontractor across federal and commercial engagements.

SAM.gov Active
Patent Pending · 2026
Small Business · NAICS 541511
Prime & Subcontractor
Cogswell Award × 2 · DoD SME
U.S. Air Force Veteran-Led
Registration & Identifiers
UEI NumberRRBDZY22WCD5
CAGE Code1ZPS3
SAM.gov Status● Active & Registered
Business SizeSmall Business
Patent StatusPending · 2026
NAICS Primary541511
Contract RolesPrime / Subcontractor
Website · www.solvionai.com
Phone · 888-900-5971
Email · info@solvionai.com
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