AIS
AIS is a Texas-based fintech providing bankruptcy and deceased data intelligence, on-premise data platforms, back-office automation, and specialized talent to US financial institutions across banking, auto finance, mortgage, insurance, and telecommunications verticals.
- Company typePrivate
- Founded1990
- HeadquartersHouston, United States
- Headcount1,001–5,000
- GTM typeB2B
- OfferingSoftware
What AIS does
AIS (AIS InfoSource, LLC) is a Texas-based, privately held fintech founded in 1990 that provides bankruptcy and deceased data intelligence, back-office automation, and specialized talent solutions to financial institutions across banking, auto finance, mortgage, insurance, and telecommunications verticals. The company's core technology platform is its proprietary SmartMatch matching engine—calibrated over 20+ years—which applies weighted scoring across name, address, and SSN fields to match bankruptcy filings and deceased records against client portfolios, reducing manual review rates by up to 90%. Its flagship product, Data One (launched 2019), is a cloud-ready, on-premise system deployed behind client firewalls that syncs proprietary bankruptcy data (extending back to 1948) and deceased records (sourced from 8,000+ funeral homes and probate courts) on a daily basis, allowing financial institutions to monitor portfolios without exposing customer PII to external systems. Supporting modules include Bankruptcy Notification, Bankruptcy Docket Event Tracking, AIS Online (a PACER alternative), and Deceased Notification, with delivery via Data One, Store & Forward, Batch Processing, web portal, and API/XML web services.
AIS monetizes through four primary revenue streams: data services (subscription and per-transaction access to proprietary bankruptcy and deceased databases), financial services solutions (back-office servicing for bankruptcy, probate, and loan portfolios), technology solutions (RPA, AI-enabled workflow automation, and custom development), and specialized talent solutions (staff augmentation delivered primarily through its wholly-owned India subsidiary, AIS Business Solutions Pvt Ltd, with offices in Vadodara and Gurugram). The company operates a sales-led, enterprise GTM motion with US-based Account Executives closing deals and India-based Business Development Representatives running high-volume outbound prospecting (50-70 daily activities) targeting VP and C-level decision makers at US financial institutions. Pricing is quote-based and not publicly disclosed, reflecting the customized, enterprise nature of engagements. AIS maintains compliance with GDPR, CCPA, GLBA, and HITECH frameworks, consistent with its handling of regulated financial and personal data. Recent strategic positioning includes a 2022 reframing toward AI-enabled automation and a February 2026 partnership with Huawei to deploy AI-powered calling solutions in Thailand, indicating selective international and AI product expansion.
AIS firmographics
Firmographics- Name
- AIS
- Legal name
- AIS InfoSource, LLC
- Website
- https://aisinfo.com
- Company type
- Private
- Founded year
- 1990
- Operating status
- Operating
- Headcount range
- 1,001–5,000 employees
- Short description
- AIS is a Texas-based fintech providing bankruptcy and deceased data intelligence, on-premise data platforms, back-office automation, and specialized talent to US financial institutions across banking, auto finance, mortgage, insurance, and telecommunications verticals.
- Ownership category
- akta.pro rank
AIS industry classification
Industry- Product category
- Financial Data Services
- NAICS
- Credit Bureaus (561450), Activities Related to Credit Intermediation (5223), Credit Intermediation and Related Activities (522)
- SIC
- Services-Consumer Credit Reporting, Collection Agencies (7320), Services-Computer Processing & Data Preparation (7374), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Collections, Recovery & Debt Management Platforms (FSAGAHAI)
- akta.pro secondary industries
- AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)
Keywords
Where AIS is headquartered
LocationHeadquarters
- HQ city
- Houston
- HQ country
- United States
- HQ region
- North America
Offices4 records
Markets served
AIS business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- Data Services (Bankruptcy and Deceased Data): Proprietary databases providing bankruptcy and deceased data solutions to financial institutions. Data One, Store & Forward, Batch Processing, API/XML delivery options. Revenue derived from data access fees and per-transaction pricing.
- Financial Services Solutions: Back-office processing services including bankruptcy servicing, loan servicing, probate servicing, and specialty data services for banks, auto finance, mortgage, and insurance companies.
- Technology Solutions: Automation solutions including RPA, AI-enabled applications, workflow automation, and custom technology development. Bundled with professional services or sold separately.
- Specialized Talent Solutions: Staff augmentation providing trained professionals for financial services operations, compliance, and back-office functions.
Go-to-market motion2 records
Distribution channels3 records
Marketing channels10 records
AIS product offering
Product offeringCore offering
AIS delivers bankruptcy and deceased data intelligence, back-office automation, and specialized talent solutions to financial institutions. Its platform monitors customer portfolios against proprietary bankruptcy and deceased databases, automates servicing workflows, and provides trained staff for compliance, loan servicing, and probate operations. Core deliverables include data subscriptions, workflow automation, and professional services delivered to banks, auto finance companies, mortgage servicers, insurance providers, and telecom operators.
Product overview
AIS (American InfoSource) is a Texas-based fintech providing a platform of data and servicing products for the financial services industry, centered on bankruptcy and deceased data intelligence. The core product is Data One — a cloud-ready, on-premise system that sits behind a client's firewall to deliver bankruptcy and deceased data without exposing customer PII. Supporting modules include Bankruptcy Notification (automated daily alerts for bankruptcy filings and case events), Bankruptcy Docket Event Tracking (automated docket scanning with keyword logic and customizable work queues), AIS Online (real-time web search for bankruptcy cases and deceased records as a PACER alternative), and Deceased Notification (daily deceased portfolio monitoring with 4X more records than the SSA Death Master File). Delivery methods span Data One (firewall-resident), Store & Forward (daily batch), Batch Processing (on-demand), AIS Online (web portal), and API/XML (web services). All data matching is powered by the proprietary SmartMatch engine, which applies weighted scoring across name, address, and SSN fields to achieve a 90% reduction in manual review rate.
Differentiator
Problem solved
Functional benefit
Products and services
- Data One A cloud-ready, on-premise system that allows clients to access bankruptcy and deceased data without sending customer data outside their IT environment. Proprietary databases sync daily behind a client's firewall, enabling portfolio monitoring with SmartMatch logic for record matching and custom business rules.
- Bankruptcy Notification Automated daily monitoring of client portfolios for bankruptcy filings via a direct connection to the Federal Bankruptcy Court system. Delivers electronic notifications for petition, termination, attorney, discharge, transfer, 341 meeting, dismissal, re-open, trustee, and close events using SmartMatch for record matching.
- Bankruptcy Docket Event Tracking Automates bankruptcy docket review using keyword logic to scan docket entries and place critical matters into customized work queues. Captures every docket entry on every case daily, with over 100 event categories customizable by client. Reduces manual review by up to 30% compared to other docket monitoring products.
- AIS Online Web-based application for real-time bankruptcy case searches and deceased record verification. Provides access to case summaries, creditor matrices, claims registers, docket histories, and court documents. Offers 20% average cost savings through inter-company document sharing, serving as a PACER alternative.
- Deceased Notification Daily portfolio monitoring for deceased records using SmartMatch technology to match decedent information to client accounts. Data supplemented from 8,000+ funeral homes and probate courts with unique SSNs appended. Offers 4X more records than SSA's Death Master File and 10X reported matches versus other providers.
- AIS Store & Forward Data delivery model where clients transmit portfolio files to be housed at AIS, processed daily, and returned with bankruptcy and deceased notifications. Automated electronic notifications are delivered for any matching account on a predefined, consistent daily schedule.
- Batch Processing On-demand file scrubbing service for time-sensitive projects such as regulatory audits or pre/post-sale analysis. Client data is not retained; files are uploaded and returned with requested bankruptcy and deceased information in flexible formats with fast, secure delivery.
Quantifiable outcome
- 30% cost savings compared to other bankruptcy data products
- +6 more outcomes
Companies that use AIS
Customer profileNamed customers1 record
Segments6 records
Ideal customer profiles5 records
AIS technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
AI capability6 records
Feature5 records
AIS partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- HuaweicoreAIS is deploying Huawei's AI Calling solution for visualized calling and real-time translation functions. This partnership enables AIS Thailand to offer AI-powered call services including intelligent call answering, live translation, and post-call summaries. AIS is part of Huawei's unified Single Voice Core solution integrating 2G to 5G networks for AI-enhanced call services.
Scale indicators10 records
Recent moves5 records
Expansion highlights5 records
AIS competitors and assessment
Company assessmentBroad incumbents
- Experian: Experian is a global credit bureau that supplies consumer credit information, bankruptcy monitoring, and deceased data (e.g., through its Death Index offerings) to lenders and financial institutions. Its scale and product breadth position it as a broad incumbent competing with AIS's niche data propositions.
- Equifax: Equifax is a major US credit bureau and data analytics provider with consumer credit reporting, bankruptcy, and deceased data capabilities. It competes with AIS primarily at large financial institutions where broad credit data and analytics bundles dominate procurement.
- TransUnion: TransUnion is one of the three major US credit bureaus and provides consumer credit reporting, bankruptcy monitoring, and deceased data via its TrueRisk and TLO platforms. It competes with AIS in bankruptcy and deceased data but as part of a much broader credit analytics and identity portfolio.
- Wolters Kluwer Compliance Solutions: Wolters Kluwer's Compliance Solutions business (including Bankers Systems and ARC) provides regulatory compliance, bankruptcy tracking, and lien monitoring solutions to banks, mortgage servicers, and credit unions. It competes with AIS in the compliance/portfolio monitoring layer for financial institutions.
Direct peers
- MicroBilt: MicroBilt provides consumer credit reports, bankruptcy searches, and deceased data to small and mid-market lenders. It is one of the closest direct peers to AIS in the SMB and mid-market bankruptcy/deceased data segment, with comparable product offerings and pricing-tier positioning.
- LexisNexis Risk Solutions: LexisNexis Risk Solutions is the largest direct competitor to AIS, offering bankruptcy, deceased, public records, and identity data to financial institutions, insurers, and government agencies. Both companies monetize proprietary data assets for compliance and portfolio monitoring, making them the closest peer on product, customer, and go-to-market dimensions.
- DataVerify: DataVerify provides fraud, risk, and verification data — including deceased indicator data and bankruptcy screening — to mortgage lenders and financial institutions. It competes with AIS in mortgage servicing and origination data, with overlapping go-to-market in the mortgage vertical.
Emerging players
- ID Analytics (LexisNexis): ID Analytics, now part of LexisNexis Risk Solutions, provides identity and credit risk analytics including bankruptcy and fraud detection. It overlaps with AIS in identity-risk scoring and consumer event monitoring for financial institutions.
- PACER (Public Access to Court Electronic Records): PACER is the federal judiciary's official platform for accessing US bankruptcy court records. AIS positions AIS Online as a cost-saving PACER alternative with workflow enhancements; they are adjacent rather than direct competitors but share the same underlying data source.
Others
- Computer Sciences Corporation (CSC / DXC Technology): DXC Technology (formerly CSC) provides BPO and back-office processing services to banks and mortgage servicers, including bankruptcy servicing workflows. It is comparable to AIS on the services/professional services dimension rather than on data assets, representing an ecosystem peer.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
AIS social profiles
Digital presenceAIS compliance and trust
Trust signalCompliance4 records
AIS financial estimates
Financial estimateRevenue estimate
Valuation estimate
AIS leadership team
Management profileNumber of profiles
AIS subsidiaries and ownership
Company hierarchySubsidiaries1 record
AIS funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
AIS M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about AIS
What does AIS do?
AIS delivers bankruptcy and deceased data intelligence, back-office automation, and specialized talent solutions to financial institutions. Its platform monitors customer portfolios against proprietary bankruptcy and deceased databases, automates servicing workflows, and provides trained staff for compliance, loan servicing, and probate operations. Core deliverables include data subscriptions, workflow automation, and professional services delivered to banks, auto finance companies, mortgage servicers, insurance providers, and telecom operators.
Is AIS a public or private company?
AIS is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was AIS founded?
AIS was founded in 1990. It employs 1,001 to 5,000 people.
Where is AIS based?
AIS is headquartered in Houston, United States, in the North America region.
How does AIS make money?
Four revenue lines are on record. Data Services (Bankruptcy and Deceased Data) is the primary driver. The others are financial Services Solutions, technology Solutions and specialized Talent Solutions.
Who are AIS's main competitors?
Broad incumbents on record are Experian, Equifax, TransUnion and Wolters Kluwer Compliance Solutions. Direct peers are MicroBilt, LexisNexis Risk Solutions and DataVerify. Emerging players are ID Analytics (LexisNexis) and PACER (Public Access to Court Electronic Records). Computer Sciences Corporation (CSC / DXC Technology) is listed as an others.
Does AIS have an API?
Yes. AIS API/XML allows different software systems to exchange bankruptcy data via Web services. The XML Interface uses industry-standard Web Services Security (WS-*) specifications for end-to-end message-level security. Simple Object Access Protocol (SOAP) enables programs on different operating systems (e.g., Windows and Linux) to communicate using XML. Web services can be seamlessly incorporated into daily processes. Real-time access to both bankruptcy and deceased data is provided via Web services. Developer documentation is at aisinfo.com/financial-services-solutions/specialty-data-services/data-delivery.
What industry is AIS in?
AIS's product category is Financial Data Services. Its primary akta.pro industry code is FSAGAHAI, Collections, Recovery & Debt Management Platforms, with a secondary code of HDAEANAF, AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety). Its NAICS code is 561450 and its SIC code is 7320.