Financial Services / Debt Collection

    Debt collection software with Regulation F built into every contact

    A missed opt-out, an eighth call in a week or a validation notice sent late can cost a collector more than a broken promise to pay. Agnotic Technologies builds debt collection software for agencies, debt buyers and first-party collections teams that checks each contact against the rules before it happens and keeps the record that proves it.

    Call limits
    Checked before each dial
    Validation
    Notices from placement data
    Remittance
    Reconciled per creditor

    Trusted by global innovators

    Benchmark
    Chibasco
    Fundency
    Lantimer
    Lauren
    Lera
    One Minute
    Pento Pix
    TAP
    Xtrium
    Healthevolve
    Benchmark
    Chibasco
    Fundency
    Lantimer
    Lauren
    Lera
    One Minute
    Pento Pix
    TAP
    Xtrium
    Healthevolve
    Benchmark
    Chibasco
    Fundency
    Lantimer
    Lauren
    Lera
    One Minute
    Pento Pix
    TAP
    Xtrium
    Healthevolve
    Benchmark
    Chibasco
    Fundency
    Lantimer
    Lauren
    Lera
    One Minute
    Pento Pix
    TAP
    Xtrium
    Healthevolve
    Industry Overview

    What is debt collection software?

    Debt collection software is the system a collection agency, debt buyer or first-party team uses to board placed accounts, send validation notices, schedule and limit contacts, handle disputes and payment plans, and remit what it collects to creditors. Agnotic Technologies builds it with Regulation F rules enforced in code and logged for every attempt.

    Who it is for

    Who do we build collection software for?

    The rules overlap, but the money flows and the contracts differ. We start from yours.

    Third-party collection agencies

    Agencies collecting for many creditors under different contracts and fee schedules.

    • Placements and recalls per creditor
    • Commission and remittance per contract
    • Client portals for status and reports

    Debt buyers

    Owners of purchased portfolios who collect directly or through agency and law firm networks.

    • Portfolio boarding with chain of title
    • Account documents for disputes
    • Placement to outside agencies and recall

    First-party collections teams

    Creditors collecting their own accounts who choose to run the same contact controls.

    • Early-stage contact strategies
    • Hand-off to agencies at a set stage
    • One contact log across teams

    Collection platform startups

    Teams building a new collection product for agencies or creditors.

    • Rules engine as a core service
    • Channel providers swappable
    • Audit records from the first release
    Industry Challenges

    Where do collection operations break?

    The failure points that turn into complaints, disputes and audit findings.

    • The dialer counts calls per phone number, not per person and per debt, so the frequency limit is crossed when a consumer has two numbers.

    • Validation notices are built from a placement file that was later corrected, and nobody kept the version that was sent.

    • An email opt-out reaches the marketing tool but not the collection platform, and the next message goes out anyway.

    • The time zone comes from the area code, not the consumer's address, so calls land before 8 a.m. local time.

    • Time-barred accounts are boarded without a limitations date, and a standard letter mentions legal action.

    • Payments are posted, but remittance to the creditor is a spreadsheet, and trust balances do not reconcile at month end.

    Sizing

    What sizes a collection automation build?

    A collection automation build is sized by the contact channels in scope, the dialer and messaging providers, the creditor placement and recall files, the states whose rules go beyond Regulation F, payment plans and remittance, and the accounts and contact history to migrate. Agnotic Technologies works through each driver with your operations and compliance leads before quoting.

    Collection automation sizing drivers with the question to answer before scoping and what each changes in the build
    DriverQuestion to answer before scopingWhat it changes in the build
    Contact channelsWhich channels go live first: calls, text, email, letters or a consumer portal?Each channel needs its own provider connection, opt-out handling and contact log entries in the rules engine.
    Dialer and messaging providersWill the current dialer and text or email providers stay, and can they ask a rules service before each attempt?A dialer with no pre-dial hook means building a list control layer in front of it instead of a live check.
    Creditor placement and recall filesHow many creditors send files, in how many layouts, and how are recalls and balance updates sent?Every layout needs mapping, validation and a stored snapshot, and recalls must stop contact the same day.
    States with rules beyond Regulation FWhich states do your consumers live in, and which extra contact, licensing or disclosure rules has counsel listed?Each state rule becomes a rules engine condition and a test case, so the state list often sets the engine size.
    Payment plans and remittanceWhich plan types are allowed, and how does each creditor contract split collections, fees and commission?More contract types mean more remittance rules, trust ledger entries and month-end reconciliation reports.
    Accounts and history to migrateHow many open accounts move over, and must their past calls, notices, disputes and payments come with them?Migrating history keeps contact counters and validation records intact but adds mapping and reconciliation work.
    Our Approach

    How should a collector approach the build?

    Three design decisions we make with your compliance and operations leads.

    Put the rules engine in front of every channel

    Calls, texts, emails and letters all ask the same rules service for permission, and the answer is logged with the counters it used.

    Track each account's state, not just its balance

    Validation period, dispute status, limitations date, consent and channel preferences are fields on the account that every workflow reads.

    Let AI suggest, and let rules decide

    Models can rank accounts and draft messages, but nothing is sent until the rules engine approves it for that person, channel and time.

    Capabilities

    What do we build into debt collection software?

    Modules for how to build debt collection software that agents and compliance teams trust.

    Placement intake and boarding

    Creditor files validated, mapped and boarded with the data snapshot kept for each account.

    Validation notice generator

    Notices built from boarded data and sent by mail or electronically, with the version stored.

    Contact rules engine

    Frequency, time, place and channel rules checked before every attempt, per person and per debt.

    Channel preferences and opt-outs

    Opt-out handling in every email and text, plus consumer preferences applied across channels.

    Disputes and verification

    Dispute intake from any channel, collection holds and verification packets from account documents.

    Payment plans and portal

    Self-service plans, one-time payments and reminders in a consumer portal.

    Creditor remittance

    Collections split by contract, commission calculated and remittance reports reconciled to trust accounts.

    AI prioritization and drafting

    Account ranking and message drafts that pass the rules engine before any contact.

    Engineering Stack

    Systems and standards behind collection software

    Chosen to fit your dialer, channels and creditor connections. We build on your cloud account.

    Core

    Account and placement modelRules engine serviceContact attempt logRetention clock per account

    Channels

    Dialer and softphone integrationEmail and text providersLetter vendorsConsumer portal

    Money

    Payment processor with tokenized cardsTrust account ledgerRemittance and commission engine

    Security

    SSO and role-based accessField masking for agentsEncryption in transit and at restCall recording storage controls
    Rule to control

    Which Regulation F rule does each control enforce?

    The table we fill with your compliance team before the rules engine is built. Every control writes a log entry an examiner can read.

    Regulation F requirements with the system control that enforces each and the log that proves it
    RequirementRuleSystem controlLog that proves it
    Validation notice12 CFR 1006.34Notice built from boarded data, sent in the initial communication or within five days of itNotice version, data snapshot, send date and channel
    Call frequency12 CFR 1006.14(b)Dial blocked past seven calls in seven days per person and debt, or for seven days after a conversationEach attempt, outcome and the counter value at dial time
    Inconvenient times12 CFR 1006.6(b)(1)Local time from the consumer's location; no contact before 8 a.m. or after 9 p.m. unless known otherwiseTime zone source and the check result
    Electronic opt-out12 CFR 1006.6(e)Opt-out method in every email and text; the address is suppressed when the consumer opts outOpt-out time, channel and address suppressed
    Time-barred debt12 CFR 1006.26(b)Limitations date per account; legal action and threats blocked in templates and workflowDate source and template check results
    Record retention12 CFR 1006.100Records kept from first activity to three years after the last; call recordings three yearsRetention clock per account and recording
    Measured Impact

    What should a collection operation measure?

    Measures we build with your operations and compliance leads.

    Blocked
    Contacts stopped by rules

    Attempts the rules engine refused, by rule and by channel.

    Disputes
    Open and aging

    Disputes by stage, with accounts on hold until verified.

    Plans
    Payment plans kept

    Plans active, missed and completed, by placement.

    Remittance
    Reconciled per creditor

    Collections, commission and remittance matched to the trust ledger.

    Use Cases

    Where do collectors start?

    First releases we scope, each one with the rules engine in place from day one.

    01

    Rules engine over an existing dialer

    Frequency and time checks added in front of the dialer you already run.

    02

    Digital channels

    Email and text with opt-outs and preferences, logged with calls.

    03

    Consumer payment portal

    Self-service payments and plans with validation information on hand.

    04

    Creditor remittance

    Commission and remittance moved out of spreadsheets into a reconciled ledger.

    05

    Portfolio boarding for debt buyers

    Purchased accounts boarded with documents and limitations dates.

    06

    Debt collection for startups

    A new collection platform built around the rules service from the start.

    Integrations

    Which systems does collection software connect to?

    The systems a collection platform reads from or writes to, agreed during scoping.

    Placements and recalls

    Creditor placement files and APIs

    Calls

    Dialer and contact center

    Digital contact

    Email and text providers

    Mailed notices

    Letter vendors

    Payments

    Payment processor

    Remittance

    Trust bank accounts

    Account documents

    Document storage

    Compliance-First Development Services Backed by Global Standards

    We build secure, scalable products designed for privacy, interoperability, and regulatory readiness from day one across every sector we serve.

    SOC2 logo

    Service Organization Control 2

    Verified controls for security, availability, and confidentiality of enterprise data systems.

    ISO 27001 logo

    Information Security Management

    Adhering to the international gold standard for managing information security risks.

    PCI DSS logo

    Payment Card Industry (PCI DSS)

    Securing payment transactions and protecting cardholder data with industry-best practices.

    Our Edge

    Why Global Leaders Choose Us

    We combine deep technical expertise with industry-specific knowledge to deliver solutions that aren't just functional, but transformational.

    Enterprise-Grade Security

    We implement rigorous security protocols and compliance standards (HIPAA, GDPR, SOC2) across all industrial solutions to protect sensitive data.

    High-Performance Scaling

    Our architectures are built to handle massive data loads and user bases, keeping performance steady whether you're serving ten or ten million.

    Accelerated Time-to-Market

    Using our suite of internal tools and proven frameworks, we cut setup work so your first release reaches users sooner.

    Embedded AI Integration

    Beyond simple wrappers, we build deep-learning integrations and predictive analytics directly into the core of your industry-specific workflows.

    Engagement Model

    How does a debt collection software engagement work?

    One channel or one creditor group goes live first. Its contents and schedule are agreed in writing after the scoping call.

    01

    Scoping call

    We review your placements, channels, dialer and the rules your counsel has set.

    02

    Rule mapping

    Your compliance team fills the rule-to-control table with us, including state rules your counsel adds.

    03

    Fixed-scope first release

    Boarding, the rules engine and one channel, with contact logs and validation notices in place.

    04

    Test with real scenarios

    Edge cases such as two phone numbers, a mid-week conversation and a late opt-out are tested before go-live.

    05

    Scale and support

    More channels, creditors and remittance rules under change control.

    Facts and sources

    Which Regulation F rules shape the build?

    Short facts we turn into rules engine checks, each linked to its primary source.

    • A debt collector is presumed to comply with the call frequency rule if it calls a person about a particular debt no more than seven times within seven consecutive days, and not within seven consecutive days after having a telephone conversation with that person about the debt.

      Source: 12 CFR 1006.14(b)(2) (eCFR)
    • A debt collector must provide the validation information either in the initial communication, within five days of that initial communication, or orally in the initial communication.

      Source: 12 CFR 1006.34(a)(1) (eCFR)
    • Every electronic communication a debt collector sends to a specific email address, text number or other electronic address must include a clear and conspicuous statement of a reasonable and simple way to opt out of further electronic communications to that address.

      Source: 12 CFR 1006.6(e) (eCFR)
    • Unless the debt collector knows otherwise, a time before 8:00 a.m. or after 9:00 p.m. local time at the consumer's location is treated as inconvenient for communicating about a debt.

      Source: 12 CFR 1006.6(b)(1)(i) (eCFR)
    • A debt collector must keep records that evidence compliance with the FDCPA and Regulation F from the start of collection activity on a debt until three years after its last collection activity, and keep each recorded call for three years after the date of the call.

      Source: 12 CFR 1006.100 (eCFR)

    Voice of success

    We don't just build products; we forge lasting partnerships. See how we've helped industry leaders transform their vision into technical reality.

    Benchmark

    “I can clearly see how Agnotic has a unique way of handling end-to-end development. They are always active on quick chat and provide support quickly.”

    Aaron Phelan

    Aaron Phelan

    Founder, Benchmark

    Latimer

    “Agnotic combines deep technical expertise with strong domain knowledge. They understand the business context, anticipate challenges, and make collaboration smooth and effective.”

    John Pasmore

    John Pasmore

    Founder, Latimer

    My Lauren

    “Agnotic is the best technical team we evaluated. Their engineering excellence made our work dramatically easier and allowed us to stay focused on what matters most for maternal care outcomes. They took full ownership of the technical execution, and we are always happy to continue working together.”

    Kim Smith

    Kim Smith

    Founder, My Lauren

    Related pages

    Related lending and contact services

    This page covers third-party and first-party collections. These pages cover the systems around it.

    Voice AI agents

    Voice agents for calls, which in collections run behind the same rules engine.

    More in Financial Services

    More Financial Services Solutions

    Explore other production-grade engineering platforms we deliver across financial services.

    Frequently Asked Questions

    Regulation F applies to debt collectors as the FDCPA defines them, which usually means third parties collecting debts owed to someone else. Many creditors still run the same controls, and state laws can apply. Your counsel decides which rules apply; we make each rule a setting the software enforces.