MIZ OKI 3.5 — Operating Knowledge Intelligence
The first autonomous AI control plane built for high-scale media buyers. MIZ OKI connects your ad platforms, web stack, analytics, and inventory to catch cross-stack signals, diagnose true CPA drivers, and execute margin-safe campaign actions automatically.
Compliance is structural, not aspirational — every action clears the safety gate before it can touch a dollar, so nothing ships outside your policy envelope.
§01 · The gap
Dashboards tell you CPA moved. They cannot tell you whether the ads broke, the landing page slowed, the hero SKU sold out, or the pixel drifted — so teams guess, and the guess spends money.
CPA spikes 40% overnight
Open five tabs. Blame the creative, then the audience, then the bid strategy. Pause things until the chart calms down — and never learn what actually happened.
The cause gets named
The Cross-Stack Root Cause Engine correlates the spike with a 2.1-second landing-page slowdown deployed that morning. The ads were never the problem — and they never get paused for it.
ROAS "looks fine" while a hero SKU sells out
Spend keeps buying clicks into a dead product page for days. The waste never shows up as a red number — it hides inside a blended average.
Inventory sits next to delivery
Channel Intelligence Modules read stock levels beside ad delivery in real time, pause what cannot convert, and shift budget to in-stock winners before waste compounds.
A pixel change drifts attribution
Reported numbers quietly inflate. The team scales into the mirage, and margin pays for the difference.
Truth gets re-baselined
Every event lands as Structured Signal Evidence — one comparable record across ads, web, analytics and inventory — so decisions execute on verified lift, and every outcome is written to Compounding ROI Memory.
§02 · Under the hood, in plain English
Every event from every system — ad platforms, web stack, analytics, inventory — normalized into one clean, comparable record. Evidence you can line up side by side, whatever stack produced it.
The diagnosis layer. It tests candidate causes against each other across your whole stack and names the true driver of a metric move — with the receipts attached.
Specialist operators for each surface — search, social, commerce, lifecycle — that know their channel's levers and act only inside the shared safety envelope.
Every decision and its measured outcome, recorded permanently. The system's judgment compounds week over week — and the record never forgets, never rewrites.
§03 · The 7-Stage Decision Control System
Sense, Reason, Plan, Validate, Decide, Act, Learn. Seven stages between "something moved" and "the right thing happened about it" — every one of them inspectable, every one of them governed.
Monitors Google Ads, Meta, Shopify, and your infrastructure around the clock. Every event lands as Structured Signal Evidence — one clean, comparable record per signal — so a page-speed regression and a CPM shift can sit in the same evidence file.
Identifies why a metric fluctuated — a site-speed drop versus creative fatigue — by testing candidate causes against the Cross-Stack Root Cause Engine instead of eyeballing charts. The verdict names a driver, not a vibe.
Generates the concrete move: bid shifts, budget reallocations, or campaign pauses — sized, sequenced, and costed. A plan here is an executable instruction, not a slide.
Checks every plan against budget limits, brand rules, and margin thresholds before it can touch a dollar. A plan that fails here is stopped, not softened — the veto is a first-class outcome.
Low-risk tweaks clear automatically inside your policy envelope. Anything bigger routes to Slack or Teams for a one-click human decision — with the evidence and the projected outcome attached.
Pushes approved changes directly through the ad-platform APIs. No tab-switching, no copy-paste, no 2 a.m. bid babysitting — and every dispatch is logged with what it changed.
Records what each action actually did, so the next decision starts smarter than the last. Outcomes feed back into diagnosis and planning — the system's judgment compounds, and the ledger never forgets.
§04 · Decision Control Simulator
Pick a failure every media buyer knows. Drag the dials. Watch the control system catch it, name the cause, propose the fix, brake-check it against your policies — then wait for your approval before a simulated dollar moves.
Interactive simulation · deterministic model · illustrative figures — not customer data. Same run inputs, same result, every time.
§05 · Platform walkthrough
The whole story — from dashboard chaos to governed, compounding decisions — as a guided storyboard with a full transcript. Prefer a hands-on tour? The guided walkthrough and the live desks run on the production runtime.
0:00 · Scene 1
The Media Buyer's Dilemma
Five dashboards, one question nobody can answer: why did it move?
0:15 · Scene 2
What Are Real Signals?
Every stack speaks its own dialect. Evidence lands in one language.
0:35 · Scene 3
Causal Reasoning in Action
Candidate causes are tested against each other — the verdict comes with receipts.
0:55 · Scene 4
Governed Action & 1-Click Approvals
Safety Brakes first. Low-risk moves clear automatically; big moves wait for your click.
1:15 · Scene 5
Compounding ROI Memory
Every result is written down. The system never starts from zero again.
"It's 8 a.m. and CPA is up forty percent. You have five dashboards, three theories, and zero proof. Every hour you spend guessing, the budget keeps spending too. This is symptom management — and it is how most ad accounts are actually run."
"MIZ OKI listens to all of it at once — ad platforms, page speed, inventory, analytics. Every event is captured as Structured Signal Evidence: one clean, comparable record, whatever system it came from. Sub-100ms from event to evidence."
"Then the Cross-Stack Root Cause Engine goes to work. Creative fatigue? Tested. Audience saturation? Tested. The 2.1-second landing-page slowdown that shipped at 9:14? That one holds. The verdict names the true driver — with the evidence attached."
"A plan is only a plan until it clears the Safety Brakes: budget limits, brand rules, margin thresholds. Low-risk moves execute automatically inside your policy envelope. Bigger moves arrive in Slack with the evidence and one button. You stay the decider — without doing the digging."
"And every outcome — what was done, what it changed — is written to Compounding ROI Memory. The next decision starts smarter than the last. That's the difference between running ads and governing ad growth. MIZ OKI 3.5 — stop managing dashboards."
§06 · Next step
The simulator above is a deterministic model. The six demo desks run the production decision engines — raw events in, governed decisions out, including the vetoes most demos hide. No signup, no sales call.