Kognitos

What Kognitos does

Kognitos automates business operations with the first neurosymbolic AI platform engineered for robust governance and tool consolidation. It uniquely turns tribal and system knowledge into documented, AI-refined automations using English as code, creating a dynamic system of record for enhanced productivity and decision-making. Its unified platform supports hundreds of use cases, free from the risks of brittle bots or black-box AI. With a patented Process Refinement Engine, Kognitos delivers faster ROI, lower costs, and empowered teams. The platform is built on a neurosymbolic AI architecture that combines the language understanding of neural networks with the deterministic reasoning of symbolic logic, ensuring hallucination-free and auditable automation. It integrates with over 200 enterprise systems and offers features like a Builder Agent for natural language automation design, a Symbolic Executor for deterministic execution, and a Resolution Agent for automated exception handling and learning.

Products

• Kognitos PlatformA neurosymbolic Agentic AI platform for enterprise automation that uses English-as-Code for building, running, and maintaining automations with full governance and zero hallucinations.
• Builder AgentUses generative AI to interpret user intent and design workflows through natural conversation, turning plain English instructions into structured, executable SOPs.
• Symbolic ExecutorA Rust-based deterministic engine that executes designed workflows exactly as written, ensuring zero hallucinations and full auditability.
• Resolution AgentHandles exceptions by pausing execution, highlighting problems, allowing human guidance in plain English, and learning from resolutions to auto-resolve future occurrences.
• Knowledge ManagerCaptures resolution patterns into reusable, automated responses, building institutional knowledge and continuously improving the system.
• Trust CenterProvides enterprise governance with role-based access controls, full audit trails, real-time ROI tracking, and secure API management for all automations.
• Close CockpitA live application for finance automation that provides a single screen view of month-end close progress, including tasks, status, and JE pipeline, powered by named agents.
• AP DashboardA live application for accounts payable automation that shows in-flight, exceptions, duplicates, scheduled, paid, and due invoices, handled by named agents.
• Provider Claims ProcessorAutomates the provider billing workflow from charge capture through claim submission and payment posting, tracking claim status and identifying underpayments.
• Payer Claims AnalysisProvides payer-side claims analytics and review, analyzing claims patterns, validating medical necessity, identifying fraud indicators, and generating compliance reports.
• 340B Discount Eligibility CheckAutomates HRSA 340B program eligibility verification using the 6-factor test, ensuring compliant 340B pricing and reducing audit risk.
• Patient Referral ProcessingAutomates the referral intake workflow, capturing details, validating insurance, matching patients to specialists, and routing with clinical context.

Key capabilities

• Neurosymbolic AI platform
• English-as-Code automation
• Deterministic execution
• Hallucination-free
• Full governance and auditability
• Patented Process Refinement Engine
• 200+ pre-built connectors
• Browser automation for web-based workflows
• Role-Based Access Control (RBAC)
• Real-time ROI tracking
• Secure API management
• Resolution Playbook for exception handling
• Time Machine Runtime for rewinding, patching, and resuming automations
• SOC 2 Type II Certified
• HIPAA Compliant
• GDPR Ready
• ISO 27001 Aligned
• AWS-Native Architecture

Use cases

• Invoice Approval
• Month-End Close
• Reconciliation (Bank to GL, Intercompany, Sub-ledger)
• Expense Audit
• Prior Authorization (Healthcare)
• Claim Denial Management (Healthcare)
• Patient Billing & Follow-Up (Healthcare)
• BoL & Carrier Booking (Supply Chain)
• Inventory Reorder (Supply Chain)
• Customs & Compliance (Supply Chain)
• Contract Review & Redline (Legal)
• Contract Renewal Tracker (Legal)
• Litigation Hold (Legal)
• BAA Lifecycle and Compliance Management (Healthcare, Legal)
• Carrier Selection and Booking Execution (Logistics)
• Cash Application (Finance)
• Contract Compliance and Milestone Management (Procurement)
• Corporate Income Tax Return Data Collection and Preparation (Finance)
• Data Point Aggregation for SEC Filings (Finance)
• Demand Forecasting and Planning (Supply Chain)
• Freight Claim Evidence Package Automation (Logistics, Legal)
• KYC/CDD (Know Your Customer/Customer Due Diligence) (Compliance, Banking)
• Packing Slip Data Reconciliation (Supply Chain)
• P&L Data Aggregation and Consolidation (Finance)
• Pre-Payment Duplicate Detection (Finance)
• Proof of Delivery Data Extraction and Reconciliation (Supply Chain)
• Reconciliation of Tax Balance Sheet Accounts (Finance)
• SOX Evidence Collection and Review (IT, Compliance)
• Spend Data Classification and Opportunity Sourcing (Procurement)
• Procure-to-Pay Automation (Finance, Procurement)
• Order-to-Cash Automation (Finance)
• Financial Close Acceleration
• Budget Overrun Detection (Finance)
• Vendor Master Maintenance (Finance)
• GL Coding (Finance)
• Invoice Posting (Finance)
• Payment Runs (Finance)
• Accruals and Journal Entry Posting (Finance)
• Loan Onboarding (Banking)
• Claims Processing (Insurance)
• Regulatory Reporting (Banking, Insurance)
• Sanction Screening (Banking)
• Hire-to-Retire Automation (HR, IT)
• Autonomous Reporting (Finance)
• Patient Call Records Analysis

AI approach

Kognitos uses a patented neurosymbolic AI platform that combines neural networks for understanding natural language and symbolic logic for deterministic reasoning. The neural layer interprets intent and extracts data from documents, while a Rust-based symbolic executor runs the logic exactly as written, ensuring zero hallucinations and auditable reliability. This approach, called "English-as-Code," allows business users to define automations in plain English.

Tech named: neurosymbolic AI, English-as-Code, Process Refinement Engine, Builder Agent, Resolution Agent, Symbolic Executor, Generative AI, Large Language Models (LLMs), Intelligent Document Processing (IDP), Optical Character Recognition (OCR), Natural Language Processing (NLP), Rust-based deterministic engine, Amazon Bedrock, Amazon Textract, AWS Lambda, Amazon EKS

Industries served

• Finance & Accounting
• Procurement
• Supply Chain & Logistics
• IT
• Healthcare
• Legal & Compliance
• Banking & Financial Services
• Insurance
• Manufacturing
• Telecommunications
• Consumer Goods
• Transportation

What it says sets it apart

• Neurosymbolic AI for hallucination-free automation
• English-as-Code for business users to build and maintain automations
• Deterministic execution with auditable logs
• Patented Process Refinement Engine for continuous learning and adaptation
• Unified platform for tool consolidation
• Faster ROI and lower costs compared to traditional RPA
• Built-in governance and compliance (SOC 2, HIPAA, GDPR, ISO 27001)
• Direct integration with 200+ enterprise systems without middleware
• Ability to handle exceptions conversationally and learn from them
• Browser automation for legacy web apps without APIs
• Time Machine Runtime for rewinding, patching, and resuming automations at a micro-step level
• AWS-native architecture for speed, scale, and data sovereignty

Funding rounds we track

From the AI funding tracker — rounds as reported by the linked publications.