Every agent is written in plain English. Read the logic, adjust the rules, deploy with confidence.

Finance & Accounting

The Month-End Close,
Accelerated.

97% Time saved at DISH Network
Deterministic Agent Blueprint

Invoice 3-Way Match

Overview

Matches invoices to POs and receipts across ERPs. Handles variances automatically based on your English thresholds.

English as CodeReconfigurable
1. Match invoice to PO by vendor ID and PO number.
2. If variance exceeds 2%, route to AP Manager.
3. Otherwise, approve and post to SAP.
SAP Oracle NetSuite
Deterministic Agent Blueprint

Month-End Close

Overview

Orchestrates journal entries, sub-ledger reconciliations, and close tasks across your ERP systems.

English as CodeReconfigurable
1. On last business day, pull all sub-ledger balances.
2. Reconcile each sub-ledger against the general ledger.
3. If variance exceeds $500, escalate to Controller.
Workday SAP BlackLine
Deterministic Agent Blueprint

Expense Audit

Overview

Scans every expense report for policy violations. Flags anything out of bounds for manager review.

English as CodeReconfigurable
1. Check each line item against company expense policy.
2. Flag if meal exceeds $75 or receipt is missing.
3. Route flagged items to manager for approval.
Concur Expensify Workday
Healthcare RCM

Reclaim time for care.
Automate the rest.

90% Exceptions auto-resolved
Deterministic Agent Blueprint

Prior Authorization

Overview

Submits prior auth requests, tracks payer portal responses, and follows up until resolved.

English as CodeReconfigurable
1. Submit prior authorization to payer portal.
2. Check portal for response every 24 hours.
3. If denied, extract reason and route to appeals team.
Epic Availity Cerner
Deterministic Agent Blueprint

Claim Denial Management

Overview

Categorizes denied claims by reason code and takes the correct recovery action automatically.

English as CodeReconfigurable
1. Identify denial code from remittance feed.
2. For CO-4 or CO-97, prepare appeal with medical records.
3. For CO-45, write off as contractual adjustment.
Epic Change Healthcare
Deterministic Agent Blueprint

Patient Billing & Follow-Up

Overview

Manages the full patient billing lifecycle from statement generation through collections escalation.

English as CodeReconfigurable
1. Send patient statement 7 days after visit.
2. If unpaid after 30 days, send a payment reminder.
3. After 90 days, escalate to collections.
Epic Athena Waystar
Supply Chain & Logistics

Stop letting paperwork
hold up cargo.

50K+ BoLs processed per month
Deterministic Agent Blueprint

BoL & Carrier Booking

Overview

Generates bills of lading, selects the best carrier, and confirms bookings automatically.

English as CodeReconfigurable
1. When shipment is ready, generate BoL from order data.
2. Select lowest-cost carrier meeting the 2-day SLA.
3. If preferred carrier unavailable, notify ops and use backup.
SAP FedEx UPS
Deterministic Agent Blueprint

Inventory Reorder

Overview

Monitors stock levels daily and generates purchase orders before inventory runs out.

English as CodeReconfigurable
1. Check each SKU against 14-day demand coverage.
2. If below threshold, create PO to preferred supplier.
3. Route PO for procurement approval.
SAP Oracle NetSuite
Deterministic Agent Blueprint

Customs & Compliance

Overview

Validates all customs documentation before departure. Holds shipments with discrepancies.

English as CodeReconfigurable
1. Verify commercial invoice matches the bill of lading.
2. Confirm HS codes are present for every line item.
3. If anything is missing, hold shipment and alert customs broker.
SAP GTS Descartes
Banking & Financial Services

In a trust-driven industry,
errors cost you most.

0% Hallucination rate
Deterministic Agent Blueprint

Loan & Mortgage Processing

Overview

Collects documents, verifies credit, and routes to the right underwriting path automatically.

English as CodeReconfigurable
1. Gather income docs, credit report, and property appraisal.
2. If DTI below 43% and credit above 720, auto-approve.
3. Otherwise, route to senior underwriter for manual review.
Encompass Salesforce Equifax
Deterministic Agent Blueprint

KYC & Fraud Orchestration

Overview

Runs identity verification, sanctions screening, and PEP checks for every new applicant.

English as CodeReconfigurable
1. Verify applicant identity against government databases.
2. Screen against OFAC sanctions and PEP lists.
3. If match found, hold account and alert Compliance within 1 hour.
Salesforce Refinitiv Jumio
Deterministic Agent Blueprint

Trade Reconciliation

Overview

Matches every trade confirmation to its settlement record and routes breaks to the right desk.

English as CodeReconfigurable
1. Match each trade to settlement within T+2 window.
2. If amount differs by more than $0.01, flag as a break.
3. Categorize the break and route to the appropriate desk.
Bloomberg Broadridge DTCC
True Business Ownership

Your policy changed this morning?
Update the logic in seconds.

Stop waiting on 3-month IT developer cycles. Change your business rules by editing the English directly.

// Invoice Approval Rule
If invoice amount is greater than $10,000
Then route to Finance Manager for sign-off.
Otherwise, approve and post to SAP ERP.
Try the Builder Agent

No code required. Fully governed audit trail included.

Don't see your use case?

Our Builder Agent can create a custom agent for your specific English instructions in days.

Talk to an Architect
Frequently Asked Questions

What you need to know about
agentic AI automation.

What is agentic AI?

Agentic AI refers to artificial intelligence systems that can autonomously plan, execute, and adapt multi-step workflows on behalf of users. Unlike traditional chatbots that only answer questions, agentic AI takes action — orchestrating tasks across enterprise systems, handling exceptions, and completing end-to-end business processes. Kognitos is a leading agentic AI platform purpose-built for mission-critical business automation.

How is neurosymbolic AI different from LLMs?

Large Language Models (LLMs) generate probabilistic outputs and can hallucinate — producing confident but incorrect answers. Neurosymbolic AI combines the natural-language understanding of LLMs with a deterministic symbolic execution engine that enforces rules exactly as written. Kognitos's patented neurosymbolic architecture guarantees 0% hallucination by separating intent interpretation from rule execution, making it safe for finance, healthcare, and other regulated workflows.

What is hallucination-free AI automation?

Hallucination-free AI automation means every automated step executes exactly as the business rule specifies — no fabricated data, no skipped steps, no improvised logic. Kognitos achieves this through its Symbolic Executor, a deterministic engine that cannot deviate from the rules defined in plain English. Every decision is auditable and explainable.

How does Kognitos compare to traditional RPA?

Traditional RPA tools like UiPath and Automation Anywhere rely on brittle, screen-scraping bots that break when UIs change. Kognitos replaces this with API-level agentic AI that understands business intent in English, auto-resolves exceptions via its Resolution Agent, and costs 12x less to maintain. Unlike RPA, Kognitos doesn't require developers to build or maintain automations.

What is English as Code?

English as Code is Kognitos's patented approach where plain English business rules are the executable code — not comments, not prompts, but the actual program logic. Business users write policies like "If the invoice amount exceeds $10,000, route to the CFO for approval" and the Symbolic Executor runs them deterministically. This means your CFO can read, audit, and modify the automation directly.

Can business users build AI automations without coding?

Yes. Kognitos's Builder Agent lets business users describe their process in natural English through a conversational interface. The agent designs the workflow, generates the English-as-Code automation, and publishes it — no developers, no Python, no drag-and-drop flowcharts required. Teams typically go from idea to production in days, not months.