The Revenue Operating System

Your Fact Finder.
Kill the Fiction.

Five structural tests that make fiction harder to survive inside your revenue org. Evidence over narrative. Facts over feelings. Starts Monday.

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The Evidence

The numbers don't need narrating.

80%+
close rate when the Economic Buyer is actively engaged
<50%
close rate when reps never meet the Economic Buyer
90%
on-time close when reps actively engage the EB
~67%
average B2B forecast accuracy — the other 33% is fiction
"If legacy frameworks closed the gap on their own, more than 60% of sellers would be hitting OTE consistently. RevOps teams would forecast within 10%. But they don't."
Sources: iSEEit / MEDDIC · Oliv.ai · RepVue · BLS

MIQL Foundations Orientation

Five checkpoints. One certificate. See how your pipeline holds up.

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Step 1 · The Five Movements

Interact with MIQL.

Click each letter. Each movement applies across roles — we call out where the edge is sharpest.

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Step 2 · Infield Audit

Run the 2 > 1 > 0 assessment.

Pick your role. Score one live deal. 2 means verified evidence. 1 means partial. 0 means you're running on narrative.

SDR/BDR
AE/SE
Leader
CSM
RevOps
AE/SE · Q1
Has the buyer articulated a specific, measurable business outcome in their own words?
2
1
0
AE/SE · Q2
Does your plan have buyer-side owners on key milestones — or is it your close date with their name on it?
2
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AE/SE · Q3
Did your insight earn you access — or did an RFP invite land you in line with eleven other vendors?
2
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AE/SE · Q4
Can the buyer quantify the cost of inaction with a specific dollar figure?
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AE/SE · Q5
Have you matched your leadership altitude to theirs based on this deal's size and stakes?
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00/10
MIQL Score
Forecast Category
Select Role

Step 3 · Immediate Hard Savings

Get your time back.

Most deal reviews are high-priced storytime — what we call the Salaried Seance. See what it's actually costing you.

Weekly hours in deal reviews 0
Core contributors (reps / SEs) 0
Strategic leaders (Directors / VPs / CROs) 0
$0
Annual Revenue Capacity Recaptured
0
Prospecting hours returned
0
Leadership weeks returned
0
Hours recaptured / week

Step 4 · Operating Lenses

MIQL speaks across the revenue org.

Your role shapes how you use MIQL. Pick your lens.

SDR
AE/SE
Leader
CSM
RevOps

SDR & BDR

The Signal Gatekeepers

Stop booking meetings — start verifying outcomes. Reciprocity checks, outcome hypotheses, and the Monday question: is there a real project underneath this conversation, or are we just filling a calendar?

Easy Workflow Adoption

Step 5 · Monday-Ready Quick Starts

Field Guides for the Messy Middle.

High-impact execution moves pulled straight from the manuscript. Theory is comfortable. Deployment is where the value lives.

MI-FG-001
SDR & BDR
The Signal Gatekeepers
Stop booking meetings — start verifying outcomes. Outcome hypotheses, reciprocity checks, and the Monday question.
View Guide →
MI-FG-002
AE & SE
The Deal Architects
Trade narrative for deal architecture. Success-criteria co-authoring and weekly calibration rituals.
View Guide →
MI-FG-003
Manager & Coach
The Resource Governors
Evidence-led audits. Velocity rules, one-question 1-on-1s, and resource guardrails.
View Guide →
MI-FG-004
CSM & Renewals
The Second Sellers
Value telemetry, sponsor-silence alerts, 180-day pre-audits, and extraction-cost framing.
View Guide →
MI-FG-005
RevOps
Truth Fidelity
Binary truth fields. Evidence-led score rollups. Forecast that survives the boardroom.
View Guide →
MI-FG-006
Leadership & CRO
Align Across Tables
Title-to-title alignment. Leadership engagement as the accelerant for complex deals.
View Guide →
MI-FG-ALL
All Field Guides
Complete Collection
All six role-based quick starts. Share with your team.
Download All ↓

Why Teams Choose MIQL

Results that speak for themselves.

58%
Close Rate Achieved
Senior Revenue Leader, Enterprise SaaS
54%
CSAT Improvement
VP Customer Success, National Retailer
+38%
ARR Growth Across Commit
RevOps Director, Framework Application
The Book

MIQLThe Revenue Operating System

Forecasting Made Simple. Facts Over Feelings.

Core inspection manual and six role-based field guides. Each one gives you a Monday-ready quick start — specific to your seat, designed to make fiction structurally harder to survive.

Core Framework6 Role Guides2>1>0 AuditMonday-ReadyNuclear Questions
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Facts over feelings.

Founder briefings. SKO/RKO events. Implementation for teams done with fiction and ready to install the standard.

Book a Founder Briefing Restart the Experience

Founder-Led Briefing

A smarter conversation with the guy who refuses to make this boring.

Michael Walker
Michael Walker
Founder, MIQL
"It's not about being right or wrong. It's about being real, right now."

MIQL was built to help leadership rooms stop mistaking motion for proof. If a briefing would help your team pressure-test where that shift should start, this is the cleanest way to begin.

Drafts a request to events@miql.com · LinkedIn

✓

MIQL Ambassador Credential

You completed the orientation. Now help your team see it too.

FrameworkAuditTime BackLensesGuides

Tap each letter to unlock your ambassador credential

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MIQL
Framework Audit Time Back Lenses Field Guides Book Login

Bulk Orders

Bringing MIQL to Your Team

Bulk orders start at 50 copies with field guide access included.

MI-FG-001
SDR & BDR
The Signal Gatekeepers
Your Role in MIQL
You are the first filter. Before a meeting ever lands on a calendar, you determine whether there is a real business outcome behind the request.
Outcome Hypothesis
Before every outreach, write a one-sentence hypothesis: what business outcome does this prospect need to achieve?
The Monday Question
Of the meetings I booked last week, how many had a buyer-articulated outcome? If less than half, your pipeline is narrative.
Reciprocity Check
If the prospect gives you time, you owe them insight. If you lead with a template, you have not earned the conversation.
Qualification Signals
Listen for specificity. Vague pain is not a signal. Your job is to surface the fact or disqualify early.
AI-Powered Prospecting
Use LLMs to research prospects before outreach: paste their earnings call transcript and ask for the top 3 strategic priorities. Draft personalized insight hooks from industry data. After calls, feed notes into AI to extract the buyer-stated outcome and flag MIQL qualification gaps. Prompt template: "Based on this company profile, what business outcome would justify a conversation about [your solution]? Give me a one-sentence outcome hypothesis."
Monday-Ready Action
Pre-call checklist: (1) Outcome hypothesis written, (2) Insight prepared, (3) Next step the prospect owns.

This is a preview. The full guide includes AI workflow integration, advanced frameworks, and detailed implementation steps.

Download Complete Guide (PDF) ↓
MI-FG-002
AE & SE
The Deal Architects
Your Role in MIQL
Your job is to co-author a business case with the buyer built on evidence, not narrative.
Success-Criteria Co-Authoring
If the buyer did not help author the success criteria, it is your fiction, not their fact.
Mutually Agreed Plan
A real MAP has buyer-side owners on every milestone. If only your name appears, it is a seller plan in disguise.
The 2>1>0 Self-Audit
Score your top three deals. Verified evidence (2), partial (1), none (0). Below 6 is not commit. It is hope.
Midpoint Calibration
Halfway through: has the buyer re-confirmed the outcome since discovery? If not, revalidate or reclassify.
AI Deal Intelligence
After every buyer meeting, use this prompt: "Based on these meeting notes, score this deal on the 5 MIQL pillars (O-M-I-Q-L) using 2-1-0 scoring. Flag any pillar where evidence is missing or assumptions are being made." Use AI to draft follow-up emails referencing the buyer-stated outcome. Build a prompt library for each deal stage: discovery summary, MAP proposal, business case draft, executive briefing prep.
Monday-Ready Action
Audit top 3 deals: (1) Outcome buyer-articulated? (2) MAP has buyer owners? (3) Cost of inaction quantified?

This is a preview. The full guide includes AI workflow integration, advanced frameworks, and detailed implementation steps.

Download Complete Guide (PDF) ↓
MI-FG-003
Manager & Coach
The Resource Governors
Your Role in MIQL
You govern resources. MIQL gives you the inspection framework to determine whether investment is backed by evidence or narrative.
Evidence-Led Deal Reviews
Stop asking how reps feel. Start asking what they can prove. The 2>1>0 audit replaces gut-feel with structural inspection.
The One-Question 1:1
Ask: what changed in your top deal since we last spoke? Nothing changed = stalled. Narrative = fiction. Evidence = real.
Velocity Rules
Deals above size threshold require leadership. Past age threshold require re-qualification. No MAP by day 30 = downgraded.
Resource Guardrails
Require minimum MIQL score before committing SE time or executive sponsorship. Protect your most expensive assets.
AI-Powered Coaching
Analyze team pipeline with LLMs: paste deal summaries and ask for patterns in deals that stall vs. close. Coaching prompt: "Based on this rep deal portfolio, which deals show the weakest evidence and what specific coaching would improve them?" Feed in call recording transcripts to identify coaching moments around evidence-gathering. Generate personalized coaching plans based on each rep MIQL scoring patterns over time.
Monday-Ready Action
Pipeline review using MIQL scores only. No stories. Each deal: 60 seconds, score, evidence, one action.

This is a preview. The full guide includes AI workflow integration, advanced frameworks, and detailed implementation steps.

Download Complete Guide (PDF) ↓
MI-FG-004
CSM & Renewals
The Second Sellers
Your Role in MIQL
Usage metrics are vanity unless they connect to the business outcome the buyer originally purchased for.
Value Telemetry
Build value telemetry connecting product usage to outcomes. If you cannot draw that line, the renewal is at risk.
Sponsor-Silence Alerts
30-day silence trigger. If the sponsor has not engaged, escalate. Silence is not stability. Silence is disengagement.
The 180-Day Pre-Audit
Six months before renewal: outcome achieved? Value quantified? Mutual plan? If any is no, start recovery now.
Extraction-Cost Framing
Quantify switching cost: migration, retraining, productivity loss, integration rebuild. Make it visible and factual.
AI Account Intelligence
Analyze account health with LLMs: paste QBR notes, support tickets, and usage trends. Ask for early warning signals and expansion opportunities. Build AI-generated value reports translating usage data into business outcome language. Before QBRs, prompt: "Given this usage data and original business case, generate 3 talking points connecting product usage to the buyer stated outcome. Flag any gaps between promised and delivered value."
Monday-Ready Action
Top renewals: (1) Sponsor engaged 30 days? (2) Value quantified? (3) Mutual renewal plan with customer milestones?

This is a preview. The full guide includes AI workflow integration, advanced frameworks, and detailed implementation steps.

Download Complete Guide (PDF) ↓
MI-FG-005
RevOps
Truth Fidelity
Your Role in MIQL
Every CRM field, dashboard, and forecast model either reflects reality or amplifies fiction.
Binary Truth Fields
Replace free-text with binary yes/no fields. Binary fields cannot be narrated. They can only be true or false.
Evidence-Led Score Rollups
MIQL score auto-calculates from five pillars (0-1-2). Forecast category derived from score, not rep judgment.
Forecast Integrity Checks
Automated alerts: Commit deals with MIQL below 6, no MAP past day 30, above threshold without leadership.
Pipeline Hygiene
No activity 14 days = flagged. No buyer milestone 30 days = downgraded. No cost-of-inaction = excluded from best-case.
AI-Powered Analytics
Analyze historical deal data with LLMs: which MIQL pillar scores most predict closed-won? Which gaps predict closed-lost? Prompt: "Given this pipeline snapshot with MIQL scores, identify the 3 highest-risk deals and explain why based on scoring patterns." Build natural-language pipeline queries so leadership can ask: "Show me all Commit deals where the economic buyer has not been engaged" and get instant answers.
Monday-Ready Action
Forecast integrity: (1) Commit deals below MIQL 6? (2) Deals lacking MAP? (3) Pipeline with quantified cost of inaction?

This is a preview. The full guide includes AI workflow integration, advanced frameworks, and detailed implementation steps.

Download Complete Guide (PDF) ↓
MI-FG-006
Leadership & CRO
Align Across Tables
Your Role in MIQL
The economic buyer needs a peer. Your engagement compresses timelines and eliminates interpretation gaps.
Title-to-Title Alignment
Match leadership altitude to buyer-side based on deal size. Misalignment at the top creates gaps reps cannot close.
Engagement Threshold
Clear rules: revenue threshold, multi-year terms, enterprise deployment. Systematic engagement, not reactive.
Inspection, Not Narration
Do not ask for the story. Ask for evidence. Three questions replace thirty minutes of narrative.
Board-Ready Forecast
Your forecast should survive the board room without a narrator. MIQL score tells the story. Evidence backs it up.
AI as Leadership Force Multiplier
Before every exec meeting, prompt: "Given this deal file, generate a one-page executive briefing covering the business outcome, competitive landscape, key risks, and recommended talking points for a CRO-level conversation." Use AI to analyze forecast data for pattern recognition across won/lost deals by MIQL pillar. Build an AI-assisted coaching workflow: feed rep pipeline data weekly, generate personalized coaching recommendations automatically.
Monday-Ready Action
Top 5 by value: (1) Leadership aligned title-to-title? (2) EB confirmed outcome? (3) MIQL above 8? If no, engage this week.

This is a preview. The full guide includes AI workflow integration, advanced frameworks, and detailed implementation steps.

Download Complete Guide (PDF) ↓
CH
Been Burned?
Denim Dialogue

Sign the Ledger.

You read the book. You get the framework. This corner is for the curious, the inside-track crowd, and anyone who wants to leave their mark.

Been burned? The cover Feedback Just saying hi