AI That Enforces Your Rules
Jaxon enforces rules extracted from existing policies with neurosymbolic guardrails you can trust, explain, and audit.
The Jaxon Platform
Verified Intelligence, Not Artificial
Consistent
Consistent, correct, complete & causal.
Logical
Logical trace of auditable decisions.
Automated
Reproducible & targetable results.
Human
Human-on-the-loop: interact as desired.
Jaxon Checks Every Rule, Every Time.
Jaxon is a platform for verifying and validating high-stakes AI workflows.
Validate unstructured data—documents, reports, emails, and transcripts—against explicit rules derived from internal policies, regulations, or standards.
Instead of asking an LLM to reason over an entire policy, Jaxon splits the task into information extraction and formal reasoning. Language models extract specific, auditable facts from raw text, while a deterministic reasoning engine applies policy logic exactly as written. This hybrid neurosymbolic approach delivers repeatable, explainable, audit-ready outcomes that can be traced back to specific inputs. Jaxon supports techniques such as RAG, LLM-as-a-Judge, and neurosymbolic verification, combining LLM power with the rigor required for compliance and high-stakes decisions.
Policy-Based Verification Process
Applies custom rules and solvers to validate model outputs
Jaxon is a verification and validation platform for AI-driven workflows where correctness matters.
LLMs extract specific, well-scoped facts from raw inputs like documents, emails, and reports, rather than trying to reason over entire regulations end to end. Those facts are then evaluated using formal logic and deterministic solvers, with policies defined as explicit rules—not prompts—so verification is mathematical, not probabilistic.
Because extraction and verification are handled separately, every decision is transparent and auditable. This approach underpins Jaxon’s P.R.O.V.E.™ Trust Workflow, enabling unstructured data to be turned into verified, enforceable outcomes.
The P.R.O.V.E.™ Trust Workflow
Parse
Jaxon starts by parsing unstructured inputs—documents, emails, reports—into structured meaning aligned with policy intent. This step focuses on extracting relevant facts, not making judgments.
Reason
Those extracted facts are transformed into formal, DSAIL-ready logic. Instead of fuzzy, end-to-end prompting, Jaxon breaks reasoning into discrete, understandable components that can be independently evaluated.
Orchestrate
Guardrails are composed and orchestrated into workflows tailored to your use case. Different techniques—RAG, agentic checks, neurosymbolic logic, or human review—can be layered together as needed.
Verify
Formal solvers evaluate the extracted facts against explicit policy rules. This verification step is deterministic: the same inputs always produce the same outcome, with clear proof of why.
Enforce
Trusted results are enforced at runtime—through APIs, workflows, or downstream systems—ensuring only verified outputs reach users or production environments.
Why This Matters
Instead of asking an LLM to guess whether something is compliant, Jaxon proves whether it is.
This makes every decision transparent,
repeatable, and defensible. And by shifting
human reviewers to the final 10% of the
decision-making process, Jaxon eliminates the
tradeoff between speed and rigor that plagues
high-volume, high-risk review pipelines.
Policy Enforcer
Automate compliance with confidence. Jaxon extracts and applies complex policy logic at scale ensuring every output reflects the rules that govern your business.
High Assurance
Born from Department of Defense research, Jaxon was built for mission-critical environments—not retrofitted for them. By combining symbolic logic with AI, it catches hallucinations and enforces correctness. Trustworthy by design, not by patchwork.
Audit Trail
Every output includes a mathematically backed audit trail – one click shows exactly what failed and why
Verified Workflows for Every Organization
Federal
Mission-critical AI validation, born from the DoD
Jaxon delivers high-assurance AI validation for federal missions where correctness, traceability,
and security are non-negotiable.
- Codify and enforce policy across workflows like personnel vetting, tech order generation, and intelligence analysis
- Prevent hallucinations using DSAIL’s formal symbolic reasoning layered over LLM outputs
- Deploy in secure, disconnected, and air-gapped environments
- Meet strict requirements for auditability, explainability, and policy traceability
Used in classified and unclassified deployments across the Department of Defense
State & Local Government
Policy-driven AI for public sector operations
Enable state and local agencies to safely adopt AI while maintaining transparency, compliance,
and public trust.
- Translate statutes, regulations, and agency policies into enforceable AI rules
- Validate AI outputs in benefits eligibility, licensing, inspections, and case management
- Reduce manual review while maintaining defensible audit trails
- Deploy on-prem or in sovereign environments
Enable state and local agencies to safely adopt AI while maintaining transparency, compliance,
and public trust.
Financial Services
AI assurance for high-risk, high-volume decisioning
Jaxon brings rigor, speed, and accountability to financial workflows where errors carry
regulatory and financial consequences.
- Translate evolving regulations (SEC, FINRA, OCC) into live, executable policy rules
- Detect compliance risks and policy violations—no missed edge cases
- Analyze disparate documents for investment grading and risk profiling
- Streamline reviews across risk, audit, and internal controls
- Every output includes a verifiable, auditable trail
Built for Investment Analysts, Underwriters, Chief Compliance Officers, Risk and Data Governance leaders
Insurance
Explainable AI for underwriting, claims, and compliance
Ensure AI-driven insurance decisions are consistent, compliant, and defensible.
- Enforce underwriting and claims policies as executable guardrails
- Validate AI outputs for coverage decisions, fraud detection, and loss modeling
- Reduce manual QA while preserving transparency and appealability
- Support regulatory audits and internal controls with structured logic
Ideal for Underwriting, Claims Ops, Compliance, and Actuarial teams
Pharmaceuticals & Life Sciences
Regulatory-grade AI validation across the product lifecycle
Ensure generative AI meets the highest standards for safety, compliance, and documentation.
- Extract FDA, EMA, and internal SOPs into enforceable AI guardrails
- Validate AI-generated outputs in clinical documentation, R&D analysis, and pharmacovigilance
- Reduce human review volume while maintaining full traceability
- Support QMS, audit readiness, and regulatory submissions with formal logic
Built for Regulatory Affairs, Clinical Operations, and Quality Management teams
Enterprise Applications
A policy enforcement layer for your AI workflows
Jaxon gives enterprises control over how AI behaves—without constraining innovation.
- Plug into any LLM workflow: chatbots, document QA, search, internal tools
- Author and test custom rulesets with DSAIL or bring your own policy logic
- Route requests through agentic, neurosymbolic, or human-in-the-loop guardrails
- Integrate via API, CLI, or local UI, on-prem or cloud
Designed for Forward Deployed Engineering teams building proprietary systems that require oversight, assurance or additional rigor in features
LLM Agnostic
Integrate with GPT, Claude, Gemini, or your
own models.
Configurable by Use Case
Configure guardrails by use case – RAG,
Critique & Revise, DSAIL, etc.
One-Click Audit
See exactly where failures occur with
one-click audits.
Test & Simulate
Test and simulate rule performance
before going live.
Your AI, Wrapped in the DSAIL Platform
Who Is It For? How Does It Integrate?
Jaxon is built for organizations deploying generative AI where correctness, compliance, or auditability matter. If you can’t afford hallucinations—or manual review doesn’t scale—Jaxon is for you.
Jaxon is not another LLM. It’s a layer designed to plug into your existing AI
workflows with minimal lift.
- Cloud or on-prem
- Secure and air-gapped environments
- API-first: call Jaxon via REST or CLI
- Composable: chain guardrails around your preferred LLMs (OpenAI, Claude, Mistral, etc.)
- Fits Into Existing Workflows
Extract Rules
Automate rule extraction from guidelines, regulations, bylaws, internal policies using DSAIL.
Enforce Rules
Use Neurosymbolic Rulesets to verify outputs against your extracted policies.
Evaluate Performance
Measure performance and traceability for rule-level insights.
Decision Execution
Deterministic verification of your rules into action.
