Infrrd: IDP Software Vendor
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California-based intelligent document processing vendor specializing in agentic AI workflows for mortgage, insurance, and banking document automation.
How Infrrd transforms document workflows
Infrrd, founded in 2015 by CEO Amit Jnagal in San Jose, builds intelligent document processing (IDP) technology that combines deep learning, computer vision, and natural language processing. The company has processed over 100 billion pages across 1,000+ document types in 22+ languages for enterprises in mortgage, insurance, banking, and manufacturing.
In 2025, Gartner named Infrrd a Leader in its Magic Quadrant for Intelligent Document Processing, evaluating 18 vendors with few receiving Leader status. Everest Group also recognized the company as both a Leader and Star Performer in its PEAK Matrix assessment, citing capabilities and market impact.
The company's strategic pivot toward agentic AI became concrete in October 2025 with the launch of Ally, described as "the first agentic AI workforce for mortgage auditing," automating up to 80% of the audit process. This marks Infrrd's evolution from general-purpose IDP toward vertical-specific AI agents, a pattern also visible in platforms like Unstract that target production-grade extraction through open-source LLM tooling.
Infrrd platform capabilities
Infrrd's platform operates through eight sequential stages: document preprocessing (skew correction, noise reduction, clarity enhancement), multi-language classification at both document and page level, SLA-based prioritization, data extraction combining OCR with machine learning, human-in-the-loop (HITL) verification, ERP and CRM integration, an AI assistant called Annie for post-processing tasks, and a feedback loop for continuous model improvement.
The hybrid accuracy model is central to how Infrrd positions the platform. High-confidence extractions bypass human review entirely, achieving what the company calls "no-touch processing." Lower-confidence results route to HITL correction. Infrrd reports 70% average first-pass accuracy with no-touch processing, scaling to 100% accuracy when human review is applied. These figures are self-reported and carry no independent verification, but the 70/100 split reflects a deliberate design choice: the platform targets industries where some human involvement is acceptable rather than fully autonomous workflows.
The Annie AI assistant handles post-extraction tasks including validation, enrichment, and routing through language model reasoning rather than static rules. This differentiates Infrrd from template-based IDP vendors that require explicit workflow configuration for each document type. The platform also automatically erases documents once extraction completes, addressing a common compliance concern in regulated industries.
A no-code interface lets non-technical team members configure workflows without developer support, reducing the implementation overhead that often delays IDP deployments in mid-market organizations.
The Ally Agentic AI layer executes autonomous mortgage QC workflows including income, credit, asset, and appraisal verification without template requirements. The Titan IDP Platform underpins intelligent document processing with deep learning models for complex documents, while ML-OCR provides machine learning-powered optical character recognition across 22+ languages.
Infrrd's 11x ROI claim and 70% first-pass accuracy figures are self-reported via company blog content. No independent benchmark or third-party audit has verified these numbers. Evaluate against your specific document volume, baseline processing cost, and accuracy requirements.
Infrrd use cases across industries
Mortgage document processing
Mortgage lenders use Infrrd's Ally platform to automate processing of loan applications, income verification, bank statements, tax returns, and appraisals. The agentic AI executes complete QC workflows including income calculation, credit analysis, asset verification, title review, and fraud detection, auditing up to 80% of documents automatically while routing exceptions to human processors. Paradatec serves a comparable mortgage document niche with 30+ years focused on top-tier U.S. banks, illustrating how specialized mortgage IDP has become a distinct market category with multiple established players.
Insurance claims processing
Insurance carriers process claim forms, medical reports, invoices, and supporting documentation through Infrrd's platform. The system extracts policyholder details, incident information, and damage assessments, then validates data against business rules without requiring templates for each form type. Vendors such as Cambrion take a comparable zero-shot approach using vision-language models, reflecting how the broader market is converging on template-free extraction for insurance workflows.
Document archiving and compliance
Organizations use Infrrd's platform to transform archiving from a storage problem into a governed, intelligent process with automated classification, AI-based metadata extraction, and compliance workflows. Vendors like Adlib address the same regulated-enterprise archiving challenge through accuracy validation on its Transform platform, reflecting how compliance-driven archiving has become a distinct IDP buying center.
Technical specifications
| Feature | Specification |
|---|---|
| Deployment options | Cloud (SaaS), on-premise, hybrid |
| First-pass accuracy | 70% no-touch (self-reported) |
| With HITL review | 100% (self-reported) |
| Error rate | 0.1% (claimed) |
| Pages processed | 100 billion+ |
| Document types | 1,000+ supported |
| Languages | 22+ |
| Document formats | PDF, TIFF, JPEG, PNG, Word, Excel, email attachments |
| Machine learning | Deep neural networks, computer vision, NLP, agentic AI |
| Integration methods | REST APIs, webhooks, RPA integration |
| Security certifications | SOC 2, GDPR |
| Post-extraction AI | Annie AI assistant for validation, enrichment, routing |
| Workflow stages | 8-stage pipeline from preprocessing to feedback loop |
Resources
- Website
- Ally Agentic AI for mortgage
- Ally launch announcement
- IDP platform overview
Infrrd company information
Infrrd, Inc. is headquartered at 2001 Gateway Place, Suite 745W, San Jose, CA 95110. Founded in 2015 by Amit Jnagal, who serves as CEO. Contact: +1 (844) 446-3773 or we@infrrd.ai.
Analyst recognition includes Gartner Magic Quadrant Leader (2025), Everest Group Leader and Star Performer (PEAK Matrix), and IDC MarketScape recognition. The Gartner placement evaluated 18 vendors; Infrrd's Leader status in 2025 represents its first placement at that tier.