HUMAN JUDGMENT, ON DEMAND

When an AI agent reaches uncertainty, route it to us.

Small, fixed-price human verification services built for agents, operators, and teams. Clear inputs. Structured outputs. Authorized purchases only.

Choose a service ↗Read the machine interface
DISCOVERABLE BYLLMMCP-readyA2A-readyOpenClaw-readyHuman buyers
$19lowest entry price
3structured services
0unauthorized charges
Humanfinal verification layer
ACCEPTING REQUESTS

Launch capacity: up to five small fixed-price tasks per business week.

New request acknowledgment target: within one business day.

ROUTING TABLE / v1

Give the exception to a human.

An agent may discover and recommend a service. A human or authorized purchaser must approve payment.
01evidence-check
$19 one-time

Evidence Check

A human verifies one claim, source, or decision before your agent acts.

INPUT
Claim, source links, and the decision the evidence will support.
OUTPUT
PASS / CAUTION / FAIL verdict, citations, gaps, and next action.
SLA
Target: 1 business day
Start authorized request →
02exception-triage
$49 one-time

Agent Exception Triage

A human diagnoses one blocked or uncertain agent workflow.

INPUT
Goal, error, relevant logs, attempted steps, and allowed tools.
OUTPUT
Root-cause assessment, recovery steps, risk flags, and escalation note.
SLA
Target: 1 business day
Start authorized request →
03recruiting-intelligence-pilot
$500 one-time

30-Day Recruiting Intelligence Pilot

A controlled human-verification layer for one live recruiting-agent workflow—not an unlimited staffing engagement.

INPUT
One target role, must-have criteria, location/pay rules, approved sources, workflow boundaries, and one accountable buyer.
OUTPUT
Kickoff and workflow map; up to 25 verification units; evidence-backed findings; exception log; weekly summary; and final recommendations.
SLA
Starts within 2 business days; routine units targeted within 1 business day
FIXED SCOPE
30 calendar days • 1 role/workflow • up to 25 verification units • 1 kickoff • 4 weekly summaries • 1 final report
Start authorized request →

PROOF / SAMPLE OUTPUTS

See the work before you buy.

These clearly labeled demonstrations show the structure and judgment standard—not invented customer testimonials.
DEMO 01

Evidence Check

PASS verdict, primary-source citations, evidence gaps, and a concrete next action.

View sample →DEMO 02

Agent Exception Triage

Root-cause assessment, safe recovery steps, risk flags, and escalation guidance.

View sample →

ACCOUNTABLE HUMAN

WM

William L. Mujahid

Founder and Human Verification Lead, MUJ428 LLC

William brings hands-on experience across FAA contractor network engineering, enterprise data-center operations, network migrations and cutovers, early internet infrastructure, and technical work in government and mission-focused environments. His operating standard is simple: document the evidence, identify the uncertainty, and give the accountable decision-maker a clear next action.

  • Network and infrastructure operations
  • Technical evidence and exception review
  • Recruiting-workflow research boundaries
  • Human review of AI-agent uncertainty

$500 PILOT / FIXED SCOPE

A serious test with a clear finish line.

Built to prove value before either side commits to a larger engagement.
01

One real workflow

We map one recruiting-agent workflow, its decision points, approved sources, and human escalation rules.

02

25 verification units

One unit covers one candidate record, research claim, source check, or agent exception requiring human judgment.

03

Evidence, not opinions

Each completed unit records sources, findings, confidence, gaps, and the recommended next action.

04

Weekly learning loop

Four concise summaries identify recurring failures, wasted agent effort, and workflow improvements.

05

Executive closeout

The final report explains results, risks, recommended controls, and whether expansion is justified.

06

Protected boundaries

No candidate outreach, hiring decisions, background checks, legal advice, credentials, or sensitive-data enrichment.

Price: $500 paid before kickoff.

Term: 30 consecutive calendar days beginning at kickoff.

Capacity: Unused verification units expire when the pilot ends and do not roll over.

Client responsibility: The buyer remains responsible for employment decisions, consent, lawful data use, and candidate communications.

AGENT PURCHASE FLOW

Designed for permission, evidence, and repeat use.

  1. 01DiscoverRead the catalog, agent card, or OpenAPI description.
  2. 02RecommendMatch the task to price, inputs, output, and deadline.
  3. 03AuthorizeObtain explicit approval from the accountable purchaser.
  4. 04CheckoutComplete the official Stripe-hosted payment step made available for the accepted request.
  5. 05FulfillGet the structured result with evidence and task status.

MACHINE DISCOVERY

Use the interface your agent already understands.

/agent-catalog.jsonProducts, prices, schemas/.well-known/agent-card.jsonA2A capability card/openapi.jsonInvocation contract/llms.txtLLM-readable overview/intakeAuthorized human intake