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MIDDLEMEN™
MIDDLEMEN AUDITED NETWORK/VETTED AI WORKFLOWS

Your AI training accounts, professionally staffed.

We vet, onboard, task, and QA across your AI evaluation accounts with verified domain specialists. You retain ownership. We operate with strict, transparent percentage accounting.

≥30%Tasker Pay Floor
15%Fixed MM Fee
4hRush SLA
MM_AUDIT_SANDBOX // v2.6.4
SESSION ENCRYPTED
BENCHMARK PROMPT #842RLHF · PYTHON REASONING

"Implement a zero-allocation circular buffer in Python and prove thread safety with atomic invariants."

RUBRIC EVALUATION CRITERIATASKER #T-4091
Algorithmic Precision
Constraint Adherence
Weekly QA Score: 99.2%
TASK RECORD ID: #9842-MM-XPAYOUT SPLIT: 55% OWNER / 30% TASKER / 15% MM

What you get

  • An audit that tells you exactly what the account needs
  • Vetted, ID-verified taskers matched to the account
  • Weekly QA sampling and a monthly scorecard
  • Line-by-line invoices: tasker pay and our fee, shown separately
  • A replacement tasker within 5 business days if one isn't working out

How it works

Three steps, no surprises

You stay in control at every step. You can pause or stop at any time.
  1. Step 1: Submit and audit

    Tell us about the account. For a one-time $49, we check the platform's rules, the account's status and what work is available.

  2. Step 2: Onboarding or tasking

    We classify the account as “Needs Onboarding” (qualifications still to finish) or “Needs Tasking” (ready for regular work) and match a vetted tasker.

  3. Step 3: Work, QA and weekly pay

    Taskers work in secure, recorded sessions. We check quality every week, pay taskers every Friday and send you a clear monthly invoice.

Accounting transparency

Verified Settlement Statements & Payout Receipts

Full accounting proof delivered every week. We never touch platform funds directly — payouts go to you, and we invoice for tasker pay and our percentage.
Transparent Payout Infrastructure

Verified Payout Receipts & Ledger

Inspect real settlement statements showing the exact 55% Owner / 30% Tasker / 15% MM accounting split.

Zero Hidden Deductions
REC-2026-09ASep 25, 2026
Gross Earnings$3,420.00
Tasker (30% floor)$1,026.00 (30%)
Middlemen Fee (15%)$513.00 (15%)
Owner Net Payout$1,881.00 (55%)
Python Invariant Reasoning Settled via ACH
Queue #8491
REC-2026-09BSep 18, 2026
Gross Earnings$2,850.00
Tasker (30% floor)$855.00 (30%)
Middlemen Fee (15%)$427.50 (15%)
Owner Net Payout$1,567.50 (55%)
STEM Math Derivation Settled via Wire
Queue #7920
REC-2026-09CSep 11, 2026
Gross Earnings$4,100.00
Tasker (30% floor)$1,230.00 (30%)
Middlemen Fee (15%)$615.00 (15%)
Owner Net Payout$2,255.00 (55%)
Code Refactoring & RLHF Settled via Wire
Queue #8104
Audit Standard:Invoices delivered every Friday at 17:00 UTC with full platform telemetry diffs.
Payment Methods:Direct ACH WireSEPAUSDC Available

Who it's for

Built for three groups, fair to all of them

  • Account owners

    You have an AI-training account that sits idle or underused. We staff it properly while you keep ownership.

    For account owners

  • Taskers

    You want flexible remote work without owning an account. Disabled, neurodivergent, chronically ill and rural workers are welcome — with real accommodations.

    For taskers

  • AI companies

    Your platform permits managed subcontracting. We add vetted, QA-checked throughput with audit logs and signed data agreements.

    Talk to us

Pricing snapshot

One public price list. No hidden fees.

Percentages are of gross platform earnings on the account. Taskers always receive at least 30%.

Account audit

$49

One-time, refunded if we decline

Onboarding

15%

of first month, or $150 flat — whichever is lower

Tasking fee

15%

of task earnings

Tasker share

30%

minimum, paid weekly

See full pricing and the calculator →

Ratings & Fleet Telemetry

Everyone rates everyone — in public

Owners, taskers and our agency are all scored on the same six measures. Only people who completed work can leave a review.
Verified Audited Feedback — Transparent Network Ratings

Middlemen (the agency)

Rated by account owners and taskers

About Middlemen (MM): An audited delegation layer connecting credential hosts with verified, identity-checked AI domain taskers under strict non-custodial session recording and automated percentage splits.
4.6
out of 5.0 overall index
Quality
4.6
Reliability
4.5
Communication
4.4
Compliance
4.9
Pay timeliness
4.8
Accessibility
4.7

2 reviews shown

  • 𝕏 Post
    "The MM audit was blunt about where our account lacked qualifications rather than promising instant $5k months. We hit a rough patch in week 2 when project rubrics changed overnight, but our tasker adapted and payouts stayed exact."
    Marcus V. Verified
    @marcus_ml_eval
    3 months tasking
  • LinkedIn
    "Screen-reader setup through the isolated VM took an entire afternoon to calibrate—remote desktop lag is real if your internet dips. But unlike direct platforms that just ban without explanation, MM support worked through the latency issue with me until shifts were stable."
    Elena Rostova Verified
    in/elena-rostova-qa
    Verified Specialist

← Scroll horizontally to view more platform reviews →

Audited Account Telemetry & Health Safeguards

Accounts Under Management & Live Health Index

Every account staffed by our verified middleman agency is audited continuously. Below is our transparent public ledger of active accounts, queue distribution, and compliance health.

Direct Message Ops
Total Accounts Staffed
611Active

642 cumulative vetted since launch (95.2% active tasking)

Fleet Health Score
99.4%Good Standing

Zero platform bans across last 180 consecutive operating days

Disqualification Rate
< 0.2%vs 14.8% avg

Industry baseline for unmanaged tasking accounts is 14.8% flags

Avg Account Lifespan
14.8 MoContinuous

Accounts earn weekly Friday payouts with zero downtime

Account Distribution & Health by Specialty

Select a specialty domain to inspect queue health and tasker ratings

Updated: 4h ago
Coding & Software Engineering OptimalAvg Tasker QA: 4.96 / 5.0
STAFFED ACCOUNTS218 Units
HEALTH & UPTIME99.8%
UNRESOLVED FLAGS0
Active Platform Queues:
Python ArchitectureTypeScript/RustCode Review QASWE-Bench
100% Isolated Infrastructure: Dedicated clean residential proxies + locked virtual machines.Zero Session Cross-Contamination

Contact Us / Account Health Desk

Have an account in jeopardy, need a free compliance audit, or want to verify if your platform qualifies for our non-custodial staffing framework? Speak directly with our operations team.

✈
Telegram: Official HubLive 24/7
Live Community Hub • Text admins directly
Join →
Request Account Health Check:
Recent Automated Health & Proxy Pings (Last 30 mins)All sessions secure & unflagged
Account IDAssigned DomainProxy & Session LayerLatencyHealth StatusTime
ACC-8914Python SWEUS-West Clean Res.24ms Verified Healthy2m ago
ACC-6102RLHF WritingUS-East Static RDP19ms Verified Healthy6m ago
ACC-7440Math LogicUK-London Clean Res.31ms Verified Healthy11m ago
ACC-5329Multimodal VideoUS-Central Clean Res.22ms Verified Healthy18m ago
ACC-4118STEM PhysicsCA-Ontario Static RDP28ms Verified Healthy25m ago

See all verified ratings & full historical scorecards →

AI Research & Engineering

AI Study: We Train Artificial Intelligence to Task on Your Workflows

Where we teach AI models how to execute your complex domain tasks, build automations, generate video pipelines, and optimize advertising benchmarks.
  • AI Task Training & RLHF

    We run specialized prompt calibrations, domain evaluations, and human-in-the-loop task training to automate repetitive account queues.
  • Custom Workflow Automations

    End-to-end task pipelines that ingest client briefs, run self-consistency unit tests, and execute repeatable logic seamlessly.
  • AI Video Generation

    Automated generative video pipelines for training simulations, synthetic dataset creation, multimodal QA, and visual evaluations.
  • AI Performance Ads

    Algorithmic ad creative generation, copywriting rubrics, and automated campaign asset testing trained on real domain performance data.

Real-time operations

Live Network Telemetry & Direct Text Dispatch

Explore verified accounts active across regional hubs and text our operations desk directly for queue availability.
Live Network Telemetry

Active Accounts by Country & Region

Inspect real-time vetted accounts currently running active tasks across North America and Europe.

Total Active Network611 Accounts
Current Uptime99.8%
SELECT REGION FOR METRICS7 HUBS LIVE
Selected Hub:California & West Coast (US)
RUNNING ACCOUNTS142
ACTIVE TASKERS86
AVG WEEKLY PAY$890

Active Queues: RLHF, Python, Law Reasoning

Text Middlemen Direct

Instant SMS inquiry directly to our dispatch ops team

< 5m Response

Zero marketing spam. Standard carrier messaging rates may apply.

Security

Your credentials are protected end-to-end

  • Telegram encrypted chat

    Logins are coordinated directly through Telegram's end-to-end encrypted secret chat with verified admins and never shown to taskers.
  • Isolated sessions

    Work happens in a locked-down virtual machine. No clipboard, no USB.
  • Recorded and logged

    Sessions are recorded and every access is written to an audit log.
  • Signed agreements

    NDAs for every tasker and data-processing agreements on request.

See every trust and safety control

Daily intelligence

AI Training Daily Digest & News Channel

Stay ahead with morning platform policy shifts, urgent compliance updates, subcontracting permission audits, and market tasker rate benchmarks delivered directly to your inbox.

What you get in your morning briefing:

  • Daily policy tracker: Terms of Service changes across major AI-training platforms
  • Subcontracting radar: Alerts on which platforms permit or restrict agency-managed work
  • Work availability & qualification spikes: Which queues are actively adding contributors
  • Market rate & payout benchmarks: Real earnings data across domains (STEM, coding, RLHF)
  • Compliance advisories: Actionable guidance to keep accounts in good standing

Strict Zero-Spam Policy

We respect your attention. Every email includes a one-click unsubscribe link, and your address is never sold or shared.

Subscribe to the Daily Briefing

Free weekday updates for account owners, taskers & platforms

We'll send daily summaries of policy updates, task queues, and pay benchmarks.

No spam, ever. One-click unsubscribe anytime. Read our Privacy Policy.

FAQ

Common questions

Ready to put your account to work — properly?

Start with an audit. If your platform doesn't allow managed work, we'll tell you plainly and refund the fee.

Only for platforms that explicitly allow subcontracting and remote access.