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Cognitive Automation

Intelligent Process Automation

Traditional RPA bots break when they encounter exceptions. We build Intelligent Process Automation (IPA) pipelines that combine the structured reliability of RPA with the cognitive decision-making of AI, allowing you to fully automate complex tasks like claims processing and loan underwriting.

Cognitive RPAException HandlingEnd-to-End AutomationProcess Mining
85%
Straight-Through Processing
Automated 85% of insurance claims from initial email to final payout without human intervention.
300%
Throughput Increase
Allowed a mortgage underwriting team to process 3x the volume with the same headcount.
Expert Led
Arsalan Abbas
IPA Systems Architect
UiPath CertifiedIntelligent Automation
Capabilities

Core Features

Cognitive Decision Making

The AI makes judgement calls on unstructured data—like deciding if an insurance claim photo matches the description—before passing the data to the RPA bot.

Exception Routing

If a workflow hits an edge case, the system gracefully pauses, asks a human for clarification via Slack/Teams, and then resumes the automation.

Legacy System Orchestration

Automating data entry into old AS400 mainframes or desktop applications that lack modern APIs.

Continuous Learning

Every time a human corrects an exception, the underlying ML model updates, ensuring the same exception is handled automatically next time.

Implementation

Our Process

01

Process Mining

Week 1-2

Deploying Celonis or UiPath to map the exact keystrokes and bottlenecks in your current manual workflows.

02

Cognitive Layer Design

Week 3-4

Building the AI models that will handle the unstructured parts of the process (e.g., reading an email and determining the intent).

03

RPA Bot Development

Week 5-6

Writing the 'muscle' of the automation—the scripts that physically click buttons and move data between your ERP and CRM.

04

Human-in-the-Loop Setup

Week 7

Creating the dashboard where human operators can review low-confidence AI decisions before the RPA executes them.

05

Deployment & Scaling

Week 8

Launching the bot in production, monitoring error rates, and scaling the infrastructure to handle enterprise volumes.

Tech Stack

Technologies We Use

UiPath / Automation Anywhere
Core RPA Execution
OpenAI / Claude
Cognitive Decisioning
Python
Custom Middleware
Celonis
Process Mining
Common Questions

FAQ

How is IPA different from standard RPA?

What happens if the UI of our software changes?

Is it secure to have bots accessing our ERP?

Ready to Innovate?

Accelerate Your Business with
Intelligent Process Automation

Book a free strategy call. We'll scope the exact requirements for your use case and walk you through our implementation approach.

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