The Governed AI Platform

Everything between your idea and production.
Already solved.

Hallucination-free execution. Automatic exception handling. Deterministic business logic. Governed integrations.
All built in — so your team focuses on the business, not the infrastructure.

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The Platform in Action

See the platform in action —
governance, testing, exceptions, and deployment built in.

Build via Chat

Explain your business process in plain English. The Builder Agent understands intent, parses dependencies, and generates a production-ready SOP instantly.

  • ✓ 10× Faster to production
  • ✓ Living Documentation
  • ✓ Business-Owned Logic
English as Code
# This IS the code. Not a description of it.
To process a vendor invoice:
  Retrieve the matching purchase order.
  If amounts differ by more than 2%,
    flag for AP review with variance detail.
  Otherwise, approve and post to ERP.
  Log every decision with a timestamp.

Assisted Testing

Deterministic execution is inherently testable. Identical inputs always produce identical outputs — forever. No test framework to build. No flaky tests.

  • ✓ Zero Framework Overhead
  • ✓ Regression-Proof
  • ✓ UAT Built In
Test Output
PASS Invoice #4821 — amount match
PASS Invoice #4822 — 2% threshold
PASS Invoice #4823 — currency conv.
PASS Invoice #4824 — PO split match

# Deterministic = reproducible
4/4 scenarios passed
0 flaky · 0 manual setup

Time Machine

When an automation fails at step 81 of 100, rewind to the exact failure point, patch in English, and resume. Steps 1–80 stay frozen. Patented technology.

  • ✓ Patch & Resume (Patented)
  • ✓ Happy Path Untouched
  • ✓ Zero Reprocessing
Runtime — Failure Recovery
Step 1–80  ✓ completed (frozen)
Step 81    ✗ vendor code mismatch

# Human patches in English:
Map legacy 8-digit vendor codes
to new 10-digit format.

Step 81–100 ✓ resumed & completed

Scale & Deploy

Every automation moves through Draft → UAT → Production with configurable approval gates. No custom CI/CD to build. Rollback is instant.

  • ✓ Draft → UAT → Prod Pipeline
  • ✓ Configurable Approval Gates
  • ✓ Zero CI/CD Overhead
Deployment Pipeline
SOP: Invoice Three-Way Match v2.4

[Draft]     Created by J. Chen
[UAT]      3 test runs — all pass
[Approved] Compliance sign-off ✓
[Live]      Deployed to production

# Rollback to v2.3 → 1 click

Resolution Agent

Every exception fix becomes a permanent organizational asset. The Resolution Agent encodes it into the platform. Next time, handled automatically.

  • ✓ Auto-Generated Runbooks
  • ✓ Expertise Never Leaves
  • ✓ Compounds Over Time
Exception Feed — Auto-Encoded
NEW  CAD FX rate — runbook written
AUTO Duplicate invoice — resolved
AUTO Holiday close — resolved
NEW  Partial PO match — encoded
AUTO Legacy vendor code — resolved

# 847 exceptions resolved
90%+ now auto-resolve
Platform Comparison

Building from scratch vs.
Building on Kognitos

✗  From Scratch
Buried in Code

Rules tangled inside React components, API routes, and DB queries. Change the frontend, break a business rule.

⚡ High maintenance risk
✓  On Kognitos
Isolated in English

Business logic lives in its own layer, written in plain English. Versioned, auditable, UI-independent.

✓ Change anything safely
Overall Complexity Burden
Maintenance
90%
10%
■ From Scratch■ Kognitos
Time to Deploy
85%
15%
■ From Scratch■ Kognitos
Exception Risk
80%
8%
■ From Scratch■ Kognitos
Audit Readiness
20%
100%
■ From Scratch■ Kognitos
3 days
Idea to production
12×
Less to maintain vs RPA
0%
Hallucination rate
90%+
Exceptions auto-resolved
The Architecture

This is why we built the platform
as four distinct layers.

Your business rules live in their own layer. Exceptions, integrations, governance, and infrastructure are handled separately — so nothing tangles, nothing breaks, and everything is auditable.

You focus on this
Your Business Logic — in English You own this
Kognitos Platform — Architecture You Build On
Control Plane
Data Plane
AI Debug Agent
Time Machine Runtime (Record & Replay)
Patented
Deploy Lifecycle
Draft → UAT → Production (Managed Rollouts)
Built in
Exception Playbook
Resolution Agent captures tribal knowledge. Core logic untouched.
Patented
RBAC & Governance
Role-based access on who can run, modify, approve, and audit
Built in
Long-Running Workflows
Multi-step processes that run for hours or days, state managed automatically
Built in
Audit Trail & Business Insights
Every micro-step generates data. Full traceability + automatic analytics.
Built in
Deterministic Testing
Identical inputs = identical outputs. Flake-free, reproducible, always.
Built in
Database & Chat Interface
Production-grade data layer + conversational access to automation outputs
Built in
Runtime Engine
Neurosymbolic Engine
Combines neural intent interpretation with deterministic symbolic execution. Cannot hallucinate. Every variable recorded.
0% Hallucination
100% Traceability
Under the Hood

One platform. Every layer. Production-ready.

From LLM orchestration to deployment options — here's the full stack enterprises run on.

Kognitos platform architecture — Trust Center, Builder Studio, Agent Manager, Knowledge Manager, LLM Providers (Claude, Gemini, OpenAI, BYOM), 200+ integrations with Systems of Records, Systems of Engagement, and Data sources, with SaaS, VPC, and Hybrid Cloud deployment options
Jim McCullen

"Working with Kognitos has helped us to automate extremely complex use cases that existing automation solutions on the market have been unable to handle. With the Kognitos AI solution, our team is empowered to automate and even handle unforeseen edge cases without increasing the demand on IT."

– Jim McCullen, CIO at Century Supply Chain
Scott Mallory

"Kognitos helped us eliminate 3,300 hours of manual work per year. Their team understood the human element of AI, and it has been a fantastic partnership that's helping us grow faster and more efficiently. I absolutely would recommend them."

– Scott Mallory, President & CEO at JBI Interiors
Chris Richner

"What attracted us to Kognitos is a clear jump in the evolution of this technology. I think Kognitos has a head start. If you've heard Jensen Huang, he talks about how code should be English going forward and Kognitos is doing this."

– Chris Richner, CIO at Norco Industries
Christina Jalaly

"The agility and speed to value are game-changing, pacing towards roughly 23x ROI and tangible results."

– Christina Jalaly, Dish
Kanu Gulati

"Kognitos is tackling critical enterprise needs with its patented exception handling and commitment to controllable, hallucination-free AI. They're clearly solving a major market problem and setting a new standard in enterprise automation."

– Kanu Gulati, Partner at Khosla Ventures
Kenneth Upchurch

"Kognitos took our process from a $1.2 million revenue mark to over $5 million in a single month. They have risen to every challenge and have always been successful—something you just can't say about a lot of vendors."

– Kenneth Upchurch, Global Head of AI Automation at Paysafe
Martin Borsky

"Working with Ableneo to implement Kognitos' automation solutions has been transformative for our unstructured document processing tasks. We've seen an impressive 98% success rate, allowing our team to focus on more strategic initiatives."

– Martin Borsky, CFO at EOS Group
Chris Thilburg

"Kognitos was able to unlock use cases that were previously considered to be too difficult. The ROI with this platform is much higher than anything I have ever seen before."

– Chris Thilburg, Founder & CEO at EvolutIA
Panvel Dvornak

"We have been using the Kognitos platform to bring AI transformation to all of our customers across Europe."

– Panvel Dvornak, Head of Consulting at Ableneo
Abhishek Shukla

"What Kognitos is doing with their neuro-symbolic AI is a genuine breakthrough. Enterprises desperately need reliable automation that doesn't hallucinate, and that's precisely why Prosperity7 Ventures invested."

– Abhishek Shukla, Managing Director at Prosperity7 Ventures
Jasjit Singh Kang

"The Kognitos platform leverages enterprise-ready, safe, AI, and will enable us to help our customers reimagine their business processes and achieve operational efficiencies at scale."

– Jasjit Singh Kang, SVP, Digital Operations & Platforms at Wipro
Enterprise Integrations

Connects to everything
your business already runs.

130+ pre-built connectors. Neurosymbolic integration layer — cannot hallucinate, cannot drift.

SAPSAP
SalesforceSalesforce
OracleOracle
WorkdayWorkday
NetSuiteNetSuite
ServiceNowServiceNow
AWSAWS
Google CloudGoogle Cloud
AzureAzure
EpicEpic
DocuSignDocuSign
ConcurConcur
CoupaCoupa
SAP AribaSAP Ariba
HubSpotHubSpot
ZuoraZuora
SnowflakeSnowflake
DatabricksDatabricks
SlackSlack
ZoomZoom
JiraJira
BoxBox
StripeStripe
OktaOkta
SplunkSplunk
TableauTableau
ZendeskZendesk
TwilioTwilio
FivetranFivetran
dbtdbt
QuickBooksQuickBooks
VeevaVeeva
Adobe SignAdobe Sign
MongoDBMongoDB
GitHubGitHub
Power BIPower BI
IntercomIntercom
SegmentSegment
SAPSAP
SalesforceSalesforce
OracleOracle
WorkdayWorkday
NetSuiteNetSuite
ServiceNowServiceNow
AWSAWS
Google CloudGoogle Cloud
AzureAzure
EpicEpic
DocuSignDocuSign
ConcurConcur
CoupaCoupa
SAP AribaSAP Ariba
HubSpotHubSpot
ZuoraZuora
SnowflakeSnowflake
DatabricksDatabricks
SlackSlack
ZoomZoom
JiraJira
BoxBox
StripeStripe
OktaOkta
SplunkSplunk
TableauTableau
ZendeskZendesk
TwilioTwilio
FivetranFivetran
dbtdbt
QuickBooksQuickBooks
VeevaVeeva
Adobe SignAdobe Sign
MongoDBMongoDB
GitHubGitHub
Power BIPower BI
IntercomIntercom
SegmentSegment
Google WorkspaceGoogle Workspace
Microsoft 365Microsoft 365
DropboxDropbox
PayPalPayPal
DatadogDatadog
PagerDutyPagerDuty
BambooHRBambooHR
ADPADP
SendGridSendGrid
KafkaKafka
PostgreSQLPostgreSQL
RedisRedis
JenkinsJenkins
TerraformTerraform
KubernetesKubernetes
DockerDocker
Microsoft DynamicsMicrosoft Dynamics
MarketoMarketo
ShopifyShopify
FreshdeskFreshdesk
AsanaAsana
NotionNotion
SharePointSharePoint
MailchimpMailchimp
ElasticsearchElasticsearch
GitLabGitLab
MuleSoftMuleSoft
InformaticaInformatica
CelonisCelonis
UiPathUiPath
AppianAppian
PegaPega
BoomiBoomi
XeroXero
AirtableAirtable
Monday.comMonday.com
RipplingRippling
Google WorkspaceGoogle Workspace
Microsoft 365Microsoft 365
DropboxDropbox
PayPalPayPal
DatadogDatadog
PagerDutyPagerDuty
BambooHRBambooHR
ADPADP
SendGridSendGrid
KafkaKafka
PostgreSQLPostgreSQL
RedisRedis
JenkinsJenkins
TerraformTerraform
KubernetesKubernetes
DockerDocker
Microsoft DynamicsMicrosoft Dynamics
MarketoMarketo
ShopifyShopify
FreshdeskFreshdesk
AsanaAsana
NotionNotion
SharePointSharePoint
MailchimpMailchimp
ElasticsearchElasticsearch
GitLabGitLab
MuleSoftMuleSoft
InformaticaInformatica
CelonisCelonis
UiPathUiPath
AppianAppian
PegaPega
BoomiBoomi
XeroXero
AirtableAirtable
Monday.comMonday.com
RipplingRippling
View Library
Security & Compliance

Enterprise-grade trust.
Built in, not bolted on.

Every process you automate is governed, auditable, and compliant from day one.

SOC 2 Type II
Independently audited security controls across availability, confidentiality, and processing integrity.
Certified
HIPAA Compliant
Full PHI handling with audit trails, access controls, and data processing agreements.
Compliant
GDPR Ready
Data residency controls, right-to-erasure support, and full processing transparency.
Ready
RBAC & Governance
Role-based access controls on who can run, modify, approve, and audit automations.
Built in

Stop overpaying. Start transforming.

Your next production app takes hours, not months.

Book a Technical Deep-Dive
Frequently Asked Questions

What you need to know about
building on Kognitos.

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.