The Digital Factory Floor for Autonomous Workforces

Autonomous AI agents
built for your exact industry.

From 24/7 clinical triage and patient scheduling to financial reconciliation and intelligent sales prospecting, Magictrail deploys specialized AI agents that execute critical operations around the clock—securely, accurately, and autonomously.

View products
Select Vertical Workforce
  • FINHPHARPER
    Harper Harper AI
    Omnichannel financial reconciliation & settlement
  • REVARARCHER
    Archer Archer AI
    Automated CRM research & meeting briefing
  • SOCSCSCOUT
    Scout Scout AI
    Video hook extraction & comment sentiment mining
  • MEDDVDENTVA
    Dentva Dentva AI
    24/7 dental triage & PMS appointment scheduling
Continuous Autonomous RuntimeTrailcore Runtime
Finance OperationsTransactions, Bills, Settlements
FINHPHARPER

Harper — Finance Intel

Harper keeps group money operations grounded in structured records. It ingests transactions, categorizes activity, links spend to shared context, and helps teams move from raw bank data to bills and settlements.

Stage 01

Transaction Categorizer

Classifies incoming bank activity against the account category system.

Stage 02

Transaction Linker

Finds which transactions likely belong to a group bill or shared expense.

Stage 03

Bill Management

Creates and updates split bills with member resolution and group-aware logic.

No prompt engineering required

Connected to the infrastructure and systems your operations rely on

Bank Sync
HubSpot CRM
Dentrix PMS
Salesforce
QuickBooks
YouTube API
LinkedIn Voice
Stripe Connect
Epic EHR
FINHPHARPER

Live Workforce Spotlight

Meet Harper Harper AI
Your 24/7 autonomous workforce.

Harper keeps group money operations grounded in structured records. It ingests transactions, categorizes activity, links spend to shared context, and helps teams move from raw bank data to bills and settlements.

FINHPHARPER

Harper Workflow

Finance Operations

Active 24/7
Autonomous Execution Pipeline
01
Transaction Categorizer

Classifies incoming bank activity against the account category system.

02
Transaction Linker

Finds which transactions likely belong to a group bill or shared expense.

03
Bill Management

Creates and updates split bills with member resolution and group-aware logic.

04
Settlement Management

Generates cross-channel paydown instructions to zero out group balances.

Managed Records:
TransactionsBillsMembersSettlementsAccounts

Why forward-thinking teams choose Magictrail.

We don't build fragile chatbots or generic workflow tools. We build an enterprise digital factory floor where autonomous AI agents handle real operations with perfect accuracy.

Deep institutional memory

Instead of losing context in chat logs, our agents remember patient preferences, client histories, and transaction ledgers—ensuring every action is personalized and informed.

Governed execution & reliability

Every AI action is governed by strict operational protocols. Agents autonomously execute multi-step tasks while ensuring sensitive workflows always remain safe and compliant.

Purpose-built for your industry

From dental practices requiring HIPAA-compliant 24/7 triage to finance teams automating ledger reconciliation, every AI workforce comes pre-trained with domain-specific expertise.

Coordinated 24/7 runtime

Your AI agents collaborate seamlessly across departments, turning siloed tasks and after-hours backlog into a continuous, automated digital factory floor.

Latest workforce releases

Changelog & Updates

Harper 2.1

Cross-channel settlement engine, multi-member split resolution, and receipt OCR reconciliation.

May 2026 · Product View notes →

Archer 1.4

Real-time CRM bidirectional sync, buying signal scoring engine, and automated brief staging.

April 2026 · Product View notes →

Scout 1.2

Long-form video timestamped hook extractor and comment sentiment clustering for FAQ mining.

March 2026 · Product View notes →
Digital Factory Floor

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Deploy AI agents that understand your business, follow your operational rules, and work autonomously alongside your team around the clock.