Cognic Systems

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CASE STUDIES

Technology Built for
Real Business Problems

Explore how Cognic Systems applies AI, automation, data, custom software, and system integration to solve complex business challenges.

300+Projects Delivered
27+Case Studies
10+Industries
Talk to Cognic →Explore Our Solutions
Financial Analytics
Document Intelligence
AI Agents
Process Automation
Real Estate
Healthcare

Cognic

Business Overview
Total Docs12,842+24%
Anomalies248+12%
Adjustments32+8%
Accuracy95%+5%
Financial Trend Analysis

Identify anomalies. Drive better decisions.
Findings by Category

248Findings
Timing 32%
Non-rec 24%
Owner 16%
Business Intelligence
RPA
Custom Software
Enterprise Integration
300+
Projects Delivered
Enterprise solutions delivered across business functions.
27+
Case Studies
Selected implementations showcasing Cognic’s capabilities.
10+
Industries
AI and automation solutions across diverse business domains.
AI + Automation
Solutions
From AI agents and document intelligence to RPA and custom software.
Cognic Quality of Earnings Analysis
M&A Due Diligence
12,842Transactions
248Anomalies
32Clusters
95%Matched
DateAccountVendorAmountFlagConf
05/01/23Prof ServicesABC Consulting$34,500Spike92%
02/15/23Rent ExpensePrime Realty$120,000Round87%
03/01/23MarketingGlobal Media$55,400Non-Rec95%
Adjusted EBITDA Bridge

Findings by Category

248
Timing 32%
Non-rec 24%
FEATURED CASE STUDY

AI-Powered Quality of Earnings Automation for Financial Due Diligence

Financial ServicesAI AutomationData AnalysisDocument Intelligence

A financial advisory team performed Quality of Earnings analysis for middle-market M&A transactions. Cognic developed an AI-powered analysis platform combining financial anomaly detection, transaction classification, adjustment mapping, and document intelligence.

16+ Anomaly RulesAutomated financial analysis across monthly data
3 QoE PillarsAnalysis → Adjustments → Evidence
Offline AILocal LLM / Customer-controlled VPC
Read Full Case Study →Discuss a Similar Project

Our Work in Action

27+ Case StudiesView All Case Studies →

Every case study shows how Cognic approaches a real business problem, selects the right technology, and delivers a practical solution with the business outcome as the measure of success.

Solution:

Industry:

Showing 8 of 27 Case Studies

Quality of Earnings Analysis
12,842Transactions
248Anomalies
Financial ServicesAI & Automation

AI-Powered Quality of Earnings Automation for Financial Due Diligence

Automated financial anomaly detection, transaction classification, and defensible EBITDA bridge generation for M&A due diligence.

  • 16+ Anomaly Detection Rules
  • 3 QoE Analysis Pillars
  • Offline AI / Local LLM in VPC
Read Case Study →

Patient Intake Voice AI
78%Time Cut
100%HIPAA Sync
HealthcareAI Agents

AI Copilot for Clinical Workflow & Patient Scheduling

Intelligent ambient clinical documentation, automated patient triage, and multi-provider scheduling integration.

  • Automated Patient Scheduling
  • HIPAA-Compliant Audio AI
  • EHR Direct Bi-directional Sync
Read Case Study →

Leasing Automation
85%Fast Track
Real-TimeAppFolio API
Real EstateAI Agents

AppFolio Leasing Automation System

End-to-end tenant application screening, document verification, and automated lease generation in AppFolio.

  • Instant Tenant Screening
  • Automated Lease Drafting
  • Direct AppFolio API & RPA Sync
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Business ServicesDocument AI

AI-Powered Invoice Processing and PO Automation

Multi-page invoice extraction, 3-way PO matching, and automated GL account posting into ERP systems.

  • 99.4% Extraction Accuracy
  • Automated 3-Way PO Matching
  • ERP & Accounting Auto-Post
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Financial ServicesAI & Automation

AI-Powered Bank Reconciliation Automation

High-volume bank statement reconciliation, multi-entity transaction matching, and auto-clearing discrepancy handling.

  • Multi-Bank Feed Normalization
  • Fuzzy Transaction Matcher
  • Automated Journal Entry Drafts
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
RetailAI & Automation

Bank Reconciliation Automation for a Multi-Entity Retail Organization

Automated daily cash-to-register and merchant payout matching across 120+ retail store locations.

  • 120+ Location Reconciliation
  • Merchant Fee Discrepancy Flagging
  • Automated Daily Cash Audits
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Financial ServicesDocument AI

IRS Tax Form 8879 Signature & Filing Automation

Automated client tax authorization dispatch, electronic signature tracking, and verified IRS e-file queue submission.

  • IRS Form 8879 Verification
  • Automated Client e-Sign Follow-up
  • Audit-Ready Encryption Vault
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Real EstateDocument AI

AI-Powered Lease Processing & Commission Invoice Automation

Complex commercial lease clause parsing, tiered broker commission calculation, and accounting ERP invoice generation.

  • Commercial Lease Parsing
  • Broker Commission Logic Engine
  • Automated Accounting Invoicing
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
HealthcareAI Agents

AI-Powered Claims Review Automation in Healthcare

Pre-adjudication medical claims validation, ICD-10 coding cross-checks, and clinical necessity document matching.

  • Pre-Submission Claim Audit
  • ICD-10 & CPT Code Verification
  • 98% First-Pass Acceptance
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
HealthcareAI & Automation

Healthcare Contractor Invoice & EVV Hour Automation

Automated Electronic Visit Verification (EVV) hour audit, clinician rate card validation, and timesheet billing generation.

  • EVV GPS & Telephony Audit
  • Shift-to-Invoice Auto Matching
  • Overtime & Compliance Verification
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
HealthcareAI Agents

AI-Powered Referral Intake & Plan of Care Automation

Unstructured medical referral PDF extraction, clinical eligibility assessment, and automated Plan of Care drafting.

  • Fax & PDF Patient Intake
  • Clinical Criteria Extraction
  • EMR-Ready Plan of Care Output
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
HealthcareDocument AI

Medical Chart Processing System – MediPrompt

Deep medical record parsing, hierarchical condition indexing, and longitudinal patient health summary generation.

  • Multi-Hundred Page Chart Parsing
  • HCC Risk Adjustment Coding
  • HIPAA Compliant Private VPC
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Health & WellnessCustom Software

Scaling a US Non-Emergency Medical Transportation Platform Through AWS Migration

Cloud architecture overhaul, real-time driver dispatch routing, and HIPAA-compliant high-concurrency cloud scaling.

  • AWS Microservices Architecture
  • Real-time Vehicle Dispatch & GPS
  • 99.99% Cloud Service Uptime
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Real EstateDocument AI

Automating Utility Bill Processing for Property Management

Multi-utility bill PDF capture, rate schedule verification, sub-meter tenant allocation, and ERP payment dispatch.

  • Complex Utility Tariff Parsing
  • Sub-Meter Cost Allocation
  • Automated Utility Vendor Billing
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Real EstateAI Agents

Commercial Property Owner Intelligence & Outreach Automation

Public deed record enrichment, beneficial owner unmasking, and AI-personalized broker acquisition campaigns.

  • LLC Beneficial Owner Lookup
  • Automated Property Data Enrichment
  • Hyper-Personalized Outreach AI
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Business ServicesAI Agents

AI Agent for Customer Support Automation

Autonomous tier-1/tier-2 customer service AI agent resolving tickets, initiating refunds, and executing complex API actions.

  • 24/7 Autonomous Resolution
  • Multi-Tool API Function Calling
  • Human-in-the-Loop Escalation
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Business ServicesAI Agents

AI-Powered Outbound Prospecting & Lead Enrichment

Autonomous ICP target discovery, verified decision-maker enrichment, and intent-driven dynamic email sequencing.

  • Waterfall Contact Verification
  • Company Signal AI Monitoring
  • Automated Multi-Channel Sequences
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Business ServicesAI Agents

AI-Powered Event Marketing & Partner Onboarding Automation

Automated sponsor intake, speaker collateral generation, and multi-channel attendee nurturing workflows.

  • Automated Sponsor Asset Ingestion
  • AI Personalized Agenda Drafting
  • Real-time Registration Analytics
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Business ServicesAI Agents

AI-Powered Recruitment Automation

Intelligent candidate resume matching, AI screening interviews, and automated applicant tracking system integration.

  • Semantic Resume Matching
  • AI Screening Questionnaire
  • Automated ATS Pipeline Sync
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
CybersecurityCustom Software

Secure Data & Reporting Platform

Zero-trust executive data portal, role-based encryption schemas, and automated compliance telemetry reporting.

  • SOC 2 Type II Architecture
  • Field-Level Data Masking
  • Automated Executive Board Dashboards
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
InsuranceCustom Software

P&C Insurance (Home Owner) Product Development

Modern digital insurance rating engine, policyholder self-service portal, and automated underwriting guidelines engine.

  • Dynamic Rate Calculation
  • Instant Policy Quoting Engine
  • Core Agency Management Sync
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
InsuranceCustom Software

Modernizing Automobile Insurance Operations with Legacy Application Migration

Legacy mainframe insurance system refactoring, cloud API encapsulation, and unified broker portal rollout.

  • Monolith to Cloud Microservices
  • Zero-Downtime Data Migration
  • Unified Broker Quoting Interface
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Business ServicesRPA

RPA Solution for a Leading European IT Managed Service Provider

Robotic process automation for IT asset provisioning, password resets, ticket triage, and billing reconciliation.

  • Unattended Bot Infrastructure
  • Automated User Provisioning
  • ITSM & Active Directory Sync
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Consumer ProductsCustom Software

Elevating Customer Stories with Node, MongoDB, Flutter and Azure – Tatvam

Voice-of-Customer sentiment analytics engine, cross-channel review mining, and executive mobile reporting dashboards.

  • Multi-Channel Review Scraper
  • Aspect-Based Sentiment AI
  • Cross-Platform Flutter Executive App
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Business ServicesAI Agents

Employee Assistant Chatbot for Support Services

Internal enterprise knowledge chatbot answering HR policies, benefits questions, and IT helpdesk requests.

  • RAG Knowledge Retrieval
  • Slack & Teams Integration
  • Automated HR Helpdesk Routing
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
Business ServicesCustom Software

Streamlining HR Operations with a Secure Mobile App: Telecommunications Provider

Secure enterprise mobile application for employee shift scheduling, leave requests, and payroll self-service.

  • Biometric Authentication
  • Real-Time Shift Exchange
  • Direct ERP Payroll Integration
Read Case Study →

Automated Processing Engine
99.4%Accuracy
AutoERP Sync
EducationCustom Software

Creating an Engaging Fantasy Baseball Game with a Unique Twist

Real-time statistical simulation engine, live game state tracking, and interactive gamified fan engagement mechanics.

  • Sub-Second Live Stat Updates
  • Predictive Algorithm Engine
  • High-Concurrency Mobile Backend
Read Case Study →

300+ Projects. 27+ Featured Case Studies.

Over 300 projects have been delivered across Cognic’s engineering practice. This collection highlights selected implementations where the business challenge, technology approach and outcome provide useful examples of our work.

Different businesses.
A common outcome — real impact.

Real Business Outcomes

AutomationReduced repetitive manual work.

AIFaster analysis & decision support.

IntegrationConnected existing business systems.

DataStructured & actionable information.

SoftwarePurpose-built business applications.

What Are You Trying to Solve?

Automate Repetitive WorkProcess Documents FasterConnect Disconnected SystemsReduce Manual Data EntryImprove Financial OperationsAutomate Healthcare WorkflowsModernize Legacy SystemsBuild AI-Powered Applications

From Business Problem to Production System

A structured engineering process from audit to live deployment.

01 UnderstandIdentify the business problem and operational bottleneck.
02 ArchitectDefine the AI, automation, data and integration architecture.
03 BuildDevelop and integrate the solution around existing systems.
04 DeployMove the workflow into a secure production environment.

AI & Automation Across Industries

Solutions for a wide range of industries.

Financial ServicesHealthcareReal EstateInsuranceRetailBusiness ServicesEducationCybersecurity

Have a Business
Problem to Solve?

Tell us about the process, system, or workflow holding your team back. Cognic will help you evaluate the requirement and define the right technology approach.

Talk to Cognic →Book a 20-Min Architecture Call
300+Projects Delivered
27+Featured Studies
10+Industries