From probabilistic guardrails to deterministic governance

AI governance that doesn't guess. It guarantees.

Deterministic Reasoning for Financial Services

Audit-ready transparency

Unlike probabilistic guardrails, our policy graph creates traceable decision paths, essential for regulatory audits and compliance reviews.

Enterprise-wide consistency

Scale with confidence. Deterministic AI outputs across banking, lending, wealth management, and enterprise finance.

Built for regulation

Leverage our policy engine in complex, highly regulated AI deployments to drive deterministic outputs with precision.

Impact

Top 5 G-SIB navigates complex policy environments with CTGT

A global systemically important bank utilizes CTGT's Policy Engine to deploy smaller, open-source models at frontier-level performance, achieving results comparable to proprietary systems at significantly lower cost and latency.

30%

Boost in policy adherence

20-40%

Reduced total cost of ownership

97%

Policy updates applied in minutes, not months

How it Helps

AI you can trust, governed at the source

Upload policies

Upload SOPs, compliance manuals, SEC regulations, and internal guidelines. CTGT's Policy Engine automatically translates documents into enforceable policy graphs, understanding hierarchy, dependencies, and regulatory context.

Graph-based reasoning

Every AI output is evaluated against your policy graph in real-time. Unlike probabilistic models that "guess," CTGT traces deterministic decision paths through your rules, ensuring every response is compliant, traceable, and audit-ready.

Automated enforcement & remediation

Non-compliant content is automatically flagged or rewritten before it reaches stakeholders. Updates to regulations? Push changes instantly across all AI systems. No retraining. No manual intervention. Just continuous compliance.

ENTERPRISE USE CASE

Deploy with confidence and safety

Client communications

Embrace a proactive stance on compliance. Ensure all AI-generated emails, summaries, and correspondence comply with rapidly changing rules, guidelines, and regulations, protecting your organization's reputation.

Client facing chatbots

Deploy AI assistants with confidence knowing they won't provide investment advice, speculation, or non-compliant responses. Your chatbots stay on script without randomness.

Research & analyst reports

Guarantee numerical accuracy against source documents, prevent quote exaggeration, and ensure proper attribution in AI-generated research and reports.

Internal co-pilots

Empower teams with AI assistants that respect internal policies, brand guidelines, and confidentiality requirements across Outlook, Teams, and custom applications. 

Guardrails V/s CTGT

Why leading financial institutions choose CTGT

Capability

Detection method

Real time remediation

Policy ingestion

Audit trail

Regulatory compliance

Deployment model

AWS / Azure Guardrails

Probabilistic classification; prone to false positives

Block or detect only with no content correction

Manual rule configuration; limited preset categories

Basic logging; limited explainability

Generic categories; no industry specific handling

Vendor cloud only

CTGT Policy Engine

Deterministic graph based reasoning with traceable logic

Automatically rewrites non-compliant output while
preserving intent

Upload documents (SOPs, regulations); automatically translates into enforceable rules

Examination ready trail linking each action to specific policy clause

Built for SEC Reg BI, FINRA 2111, HIPAA, and custom regulations

Full on-prem, VPC, or SaaS data never leaves your environment

TRUST & SECURITY