The Trust Layer for
Enterprise AI Agents.
Make agent behavior deterministic, enforceable, and provably aligned with your SOPs
Unpredictable
AI models are creative, not consistent. They invent facts, misunderstand rules, or drift over time. In a pilot, this is a glitch. In production, it is a liability that blocks deployment.
Accountable
Compliance is binary. You cannot be 99% compliant with HIPAA or SOC 2. To scale, you need a system that enforces your rules with 100% certainty, providing the absolute proof legal teams demand.
The Layer Missing from AI Stacks
Evals & Observability
Measure performance and monitor behavior
Agent Development & Models
Build the agent, choose the model
Trust Infrastructure
Enforce SOP adherence at runtime. Deterministic, auditable, provable.
Enterprise Data
Ground truth and context
“Is the agent performing well?”
“Can we prove it's compliant?”
Both questions must be answered for production deployment in regulated environments. We complement eval plaforms, completing the stack.
The Governance Layer For
Healthcare AI
CogniSwitch builds verification infrastructure for engineering teams shipping autonomous agents in regulated environments.
We don't build models. We build the verification layer around them. Whether you are automating prior authorization, patient intake, or claims processing, the deterministic rails keep your agent within the strict boundaries of clinical and legal safety.
Named by Gartner as a promising startup in Neuro-Symbolic AI.
Report: “Assess the Potential of Emerging Technologies for Healthcare Payers”
The Infrastructure of Trust.
You're building autonomous agents. You need to know where we sit in your stack. Our APIs and neuro-symbolic wrappers make your agent's behavior deterministic.
- ↓Integrates via standard API wrappers.
- ↓Neuro-symbolic compilation for sub-50ms latency.
- ↓Agnostic to your underlying LLM choice.
The Proof of Compliance
You're accountable for what the agent does in production. You think in risk and deployment confidence. Immutable audit trails prove SOP adherence for every interaction.
- ↓Mathematical certainty.
- ↓Immutable audit logs for every agent decision.
- ↓Unblocks Legal and InfoSec reviews in weeks, not months.
The Trust Pipeline
CogniSwitch extends a deterministic envelope, helping you control every stage of the agent lifecycle.
Clarity
Knowledge Curation
Resolve data quality issues before your agent ever reads them.
Align
Policy Gap Analysis
Surface gaps between external policies and your internal SOPs automatically.
Rails
Deterministic Enforcement
Block hallucinations and enforce SOPs in real-time.
Audit
Independent Proof
Generate the immutable evidence your compliance team demands.
Beyond Evals and Guardrails
Filtering bad words is not the same as enforcing good decisions.
Content Guardrails
Toxicity filters, prompt shields, keyword blocking. Catches bad words, not bad reasoning.
Trust Infrastructure
Deterministic SOP enforcement at both input and output boundaries. Governs decisions, not just words.
Eval Platforms
Quality scoring and benchmark suites. Measures how well the model performed, after the fact.
Manual Audit
Human review and spot-checks. Deep but doesn't scale and can't enforce in real-time.
Most AI safety operates at the content level or after the fact. No other approach enforces at the knowledge layer, in real-time. That's the gap we fill.
Governance Isn't an Afterthought. It's the Architecture.
You are building powerful engines (LLMs) without steering wheels. Enterprise AI fails not because of a lack of intelligence, but a lack of control.
You cannot scale what you cannot trust. You cannot trust what you cannot govern. We provide the infrastructure to make stochastic models safe for business.
The era of hoping your agent does the right thing is over. The era of proving it has begun.
Intelligence without governance is just expensive chaos. We give you both.