πŸ“ Guntur, Andhra Pradesh, IndiaΒ·hello@irdworld.comΒ·Mon–Sat, 9AM–6PM IST
Services

AI-Powered Automation

Intelligent workflows that reduce manual effort, eliminate bottlenecks, and improve operational accuracy across enterprise processes in Insurance, Healthcare, Finance, and Logistics β€” built for regulated environments where AI decisions must be auditable.

What We Deliver

Production AI β€” Not Demos

We build AI systems that run in production under real load, handle edge cases, and produce results your compliance team can stand behind. Not notebooks. Not prototypes.

Document Processing & Extraction

Multi-format ingestion (PDF, DOCX, scanned images) with OCR pre-processing, structured data extraction, and confidence scoring. Built for insurance policy documents, medical records, and financial statements.

Claims & Approval Workflow Automation

Configurable rule-based routing engines that replace manual approval chains. SLA management, escalation triggers, exception queues, and full audit trails.

LLM Integration for Enterprise Pipelines

Production-grade large language model integration β€” not notebooks. Semantic search, document Q&A, classification, and summarisation with source citation and confidence thresholding.

Predictive Analytics & Risk Scoring

ML-assisted risk scoring pipelines for underwriting, fraud detection, and credit assessment. Designed for auditability and regulatory explainability.

OCR & NLP Integration

End-to-end pipelines from raw scanned documents to structured, queryable data. Handles handwriting, stamps, varied layouts, and multi-language documents.

AI Audit Trails & Compliance Logging

Every AI decision logged with input, output, confidence, model version, and timestamp. Built for regulated industries where AI decisions must be explainable and auditable.

Technology Stack
PythonFastAPILangChainOpenAI APIPineconePostgreSQLSpring AIJavaSpring BootKafkaDockerAWS / Azure
Industries

Automation for Regulated Industries

Automation in regulated industries requires more than accuracy β€” it requires explainability, audit trails, and the ability to flag uncertainty for human review. Every system we build reflects this.

Insurance

Claims triage automation, policy document extraction, underwriting risk scoring, straight-through processing

Healthcare

Medical record extraction, clinical workflow automation, prior authorisation processing, discharge summary parsing

Finance

AML transaction screening, KYC document validation, credit risk scoring, regulatory report generation

Logistics

Shipping document processing, customs form extraction, invoice matching, delivery exception routing

Relevant Work

See It in Practice

IRD DocSearchAI Β· Insurance / Healthcare

AI document intelligence platform β€” semantic search across large document corpora with natural language queries, source-cited answers, confidence scoring, and full query audit log.

View case study β†’
IRD FlowEngineAutomation Β· Finance

Configurable workflow automation engine on Spring Boot with rule-based routing, AI-assisted triage, SLA enforcement, and immutable audit logging across every process step.

View case study β†’
View all work β†’

Automating a Process in Insurance, Healthcare, or Finance?

Tell us what is manual today and what the outcome should look like. We respond with a technical assessment of what is automatable, what isn't, and how we'd approach it.

Start a Technical Discussion β†’

48-hour response. Technical assessment, not a sales deck.