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AI-Native Data Operations

MiddleMan uses AI to turn data operations into a fast, controlled workflow.

Capture input records, auto-interpret mapping issues, prioritize risky records, and route accepted traffic with AI-assisted decision support across your feed pipeline.

A must-have tool for data managers and analysts to reduce manual QA, launch faster, and keep a full audit trail without sacrificing compliance or delivery quality.

Start with a 14-day free trial. No credit card required.

AI-Assisted File ETL Multi-Provider AI Support Audit-Logged Operations
AI Intake Intelligence

Auto-detect malformed inputs, suggest mapping corrections, and normalize records before delivery logic runs.

Verification Decision Layer

Blend provider checks with AI scoring to flag suspicious records and prioritize high-confidence sends.

Delivery Optimization

Deliver accepted records to output connections using configured API method/type settings, and monitor outcomes through delivery logs.

Choose the right tier for your team

From solo analysis to enterprise-scale pipelines, MiddleMan has four tiers built for every stage of data operations.

14-Day Trial
Free
No credit card required

Restricted platform access for 14 days so your team can validate fit before committing.

  • 2 clients
  • 1 campaigns
  • 10,000 input / 14 days
  • 10,000 output / 14 days
Starter Tier
$49/mo
Best for small teams

Essential ingest, verification, and routing tools for focused campaign volumes.

  • 5 clients
  • 10 campaigns
  • 100,000 input / 30 days
  • 250,000 output / 30 days
Professional Tier
$499/mo
For scaling operations

Expanded limits, richer analytics, and collaboration support for multi-client pipelines.

  • 50 clients
  • 500 campaigns
  • 1,000,000 input / 30 days
  • 5,000,000 output / 30 days
Enterprise Tier
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Right-fit package

Custom throughput, advanced controls, and dedicated support for compliance-critical teams.

  • 500 clients
  • 5,000 campaigns
  • 250,000 input / 30 days
  • 250,000 output / 30 days

A Robust Tool Suite Powers Reliable AI

MiddleMan reliability comes from operational tools working alongside AI, not from prompts alone.

Structured File Intelligence

Describe, sample, convert, merge, chunk, and extract from CSV/XLS/XLSX/TXT/PDF/JSON uploads so your team can move from raw files to usable records quickly.

Controlled Data Operations

Create maps and data sets, import records with feed mappings, and update client API settings through guarded workflows that require explicit confirmation for high-impact changes.

Visibility and Governance

Use reporting snapshots, system-state controls, and assistant audit history to understand outcomes, monitor risk, and keep AI-assisted workflows transparent and accountable.

What teams use MiddleMan AI for

  • Centralized data management with AI-driven issue triage and suggested corrections
  • Client and campaign-level ping/post orchestration with confidence-informed routing
  • Operational visibility across feed, ping, verification, DNC, and delivery logs

Getting started in five steps

A quick blueprint to go from first upload to reliable delivery workflows.

Connect a Data Source

Upload CSV/XLSX files or stream records into MiddleMan to start normalizing and routing data in one workspace.

Map and Validate Fields

Use AI-assisted field mapping and rule checks to catch malformed values before they impact delivery.

Set Verification and Suppression Rules

Apply ping checks, suppression lists, and confidence thresholds so high-risk records are filtered automatically.

Route and Monitor Campaign Flow

Send approved records to the right destination and monitor outcomes across feed, ping, verification, and delivery logs.

Optimize with Team Feedback

Review audit trails and performance signals, then tune mappings and routing to improve throughput and quality over time.

Frequently asked questions

Answers to common implementation, limits, and onboarding questions.

What does MiddleMan actually do?
MiddleMan centralizes ingestion, mapping, verification, suppression, and routing so teams can manage the full data pipeline in one platform.
How long is the trial and what is included?
The trial lasts 14 days and includes restricted platform access so teams can validate workflow fit before selecting a paid tier.
Are volume limits daily or monthly?
Trial volume limits apply to the full 14-day trial period. Paid tier input/output limits are measured across each 30-day cycle.
Can we use our own validation logic?
Yes. You can combine built-in checks with your own mapping and routing rules to align with internal compliance and quality standards.
Does MiddleMan keep an audit trail?
Yes. Actions across ingestion, verification, suppression, and delivery are logged so teams can review decisions and troubleshoot quickly.
Is this built for solo operators or teams?
Both. Smaller teams can run core workflows quickly, while larger teams can scale with higher limits, broader visibility, and role-based controls.
Can we start small and upgrade later?
Absolutely. Most teams begin on trial or starter, then upgrade as client count, campaign volume, and operational complexity increase.
What support is available for onboarding?
MiddleMan provides guided setup patterns and an in-app assistant so teams can get from file upload to routed delivery with less manual overhead.
Start your 14-day free trial today

No credit card required. See why MiddleMan is a must-have tool for data managers and analysts.

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Ask us anything about MiddleMan. We are here to help with product questions, onboarding, and finding the right fit for your team.

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