Platform Architecture

Three engines. One runtime.
Zero hallucinations.

Explore the Kognitos platform architecture — a neurosymbolic AI system built for secure, scalable, and deterministic enterprise automation.

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Architecture Overview

Separation of concerns.
By design, not by chance.

Most AI platforms rely on a single LLM for everything — and pray it doesn't hallucinate. Kognitos separates planning from execution so generative AI is never in the hot path of your business logic.

LAYER 1

Builder Agent

The Planner. Uses generative AI to interpret your intent and design the workflow through natural conversation.

"Automate invoice approvals — flag any invoice that differs from PO by more than 2%."
LAYER 2

Symbolic Executor

The Muscle. A Rust-based deterministic engine that cannot hallucinate or improvise. Executes exactly what was designed — fully auditable.

Zero hallucinations — follows symbolic rules, not probabilistic guesses.
LAYER 3

Resolution Agent

The Memory. Encodes every manual fix into a permanent runbook. Resolve an exception once — next time it handles it automatically.

90% auto-resolved — exceptions handled without human intervention after first fix.
English as Code

Your CFO can read the logic.
Your auditor can verify it.

Business rules shouldn't be buried in code nobody can read. With Kognitos, the automation is the documentation — written in plain English, executed deterministically.

Traditional Approach

// Dave left 3 months ago
if (amt > getThreshold(user.dept, ctx.fp)) {
  runApprovalFlow(x, true, null);
}

Invisible to your CFO. Unauditable by Compliance. Owned by whoever wrote it.

English as Code

"If the invoice amount is greater than $10,000, notify the CFO for sign-off. Otherwise, approve automatically and log the decision."

Owned by the business. Verified by auditors. Executed exactly as written.

Patented Technology

Something broke at step 81.
Don't restart. Just rewind.

Traditional bots crash and reset. Kognitos pauses, lets you patch the logic in English, and resumes exactly where it left off. No data loss. No collateral damage.

  1. 1

    Pause

    Freeze execution at the exact failure point. Every variable, every state is preserved in memory.

  2. 2

    Patch

    Adjust the rules in plain English. No redeployment. No staging environment. Just tell it what to do differently.

  3. 3

    Resume

    Pick up from the exact micro-step where it paused — not step 1, not from scratch. The precise point of failure.

  4. 4

    Learn

    The Resolution Agent encodes the fix permanently. Next time, it handles it automatically — no human needed.

Time Machine Runtime

Patented technology that makes every automation rewindable, patchable, and resumable at the micro-step level.

100%
State preserved on failure
0
Restarts required
How It Works

From English description
to deterministic execution.

No drag-and-drop. No flowcharts. Describe the process in plain English and Kognitos builds, tests, and deploys it.

1. Describe

Tell the Builder Agent what you need in plain English. It asks clarifying questions, then designs a complete SOP with execution steps.

2. Review & Approve

Every SOP is human-readable and auditable before it goes live. Your team reviews the logic, approves it, and publishes in one click.

3. Execute & Learn

The Symbolic Executor runs deterministically. When exceptions occur, resolve them once — the platform learns and auto-handles them next time.

Enterprise-Grade Security

Built for compliance.
Trusted by regulated industries.

Every action is logged. Every decision is traceable. Every workflow is auditable. Security isn't an add-on — it's the foundation.

SOC 2

Type II Certified

Continuous security monitoring and controls validation.

HIPAA

Compliant

Safeguards for protected health information in every workflow.

GDPR

Ready

Data residency controls and right-to-erasure built in.

ISO

27001 Aligned

Information security management to international standards.

Visit Trust Center

Kognitos leverages a combination of intuitive generative AI capabilities paired with a logical English interpreter to enable the most advanced automation ever driving efficiency, accuracy, and innovation across the enterprise.

Kognitos features a range of built-in skills that reduces the need for additional point solutions (like IDP or RPA) and empowers businesses to streamline operations, consolidate costs, and reduce technical debt. 

Kognitos effortlessly handles data from any source, processing it intelligently and ensuring it flows to the right destinations, streamlining your entire process from start to finish.

Ready to run on logic, not luck?

See how the Kognitos architecture delivers deterministic AI automation for your business.

Book a Demo