About AI Vipes

We turn business ideas into decisions that hold up.

Most ideas fail long before execution — not because the idea is weak, but because the decision behind it is never properly tested. AI Vipes gives founders, operators and investors a structured journey: fifteen specialist agents that validate the opportunity, model the numbers, plan the business, and produce the documents a real decision needs.

15Specialist agents

5Journey phases

3Readiness gates

2Languages, fully mirrored

Our missionMake a rigorous business decision available to anyone with an idea.We put the discipline of professional feasibility work — market evidence, unit economics, operating design — into a journey a founder can run in days instead of months, at a cost that does not decide the outcome in advance.

Our visionA market where capital moves on evidence, not on optimism.We want the tested business case to become the normal starting point for every new venture in the region — in Arabic as naturally as in English — so that good ideas get funded faster and weak ones stop early.

Why we exist

The gap is not information. It is structure, sequence and evidence.

What goes wrong todayDecisions rest on optimism instead of tested assumptions.Feasibility work is expensive, slow and hard to compare.Generic AI tools produce text, not a defensible business case.Nobody says clearly when an idea should stop.

What we do insteadEvery phase ends at a gate: ready, ready with changes, or not ready yet.Each agent carries a defined method, defined inputs and a defined output.Outputs are real deliverables: models, plans, memoranda, dashboards.Work carries forward, so phase five still knows what phase one decided.

How we work

Four commitments that shape every agent we ship.

01Method before outputEach agent follows an established business discipline — market sizing, unit economics, operating design — before it writes a single line.

02Evidence over confidenceAssumptions are stated, sourced and challenged. A number without a basis is treated as a risk, not a result.

03A real answer, including noA NO-GO is a successful outcome. Stopping early protects capital that a better opportunity will use.

04Arabic and English as equalsEvery agent, document and interface is built in both languages — not translated after the fact.

What makes it different

The comparison that matters is not with consultants. It is with an open chat box.

DimensionA general AI assistantAI Vipes

Starting pointA blank promptYour objective, mapped to a journey

StructureWhatever you remember to ask15 agents in a fixed sequence

JudgmentAgrees with youGates that can say not ready

OutputText in a windowVersioned deliverables you can send

How we compare

Four ways people test a business idea today, and where each one stops.

Consulting firmGeneral AI assistantPlan templates and softwareAI Vipes

CostHigh fixed fee per studyLow or freeLow one-time purchaseSubscription per project

Time to a first answerWeeks to monthsMinutes, unverifiedAs long as you take to fill itHours per phase

Method behind the workThe firm's own frameworkWhatever you think to askAn empty structure you fill15 agents with fixed methods

Will it tell you to stopSometimes, if scoped toRarely — it agrees with youNo, it only formatsYes, at three decision gates

What you getA report at the endText in a chat windowA document you wrote yourselfVersioned deliverables per phase

ArabicVaries by firmTranslated, not nativeUsually English-firstNative, equal to English

After the decisionThe engagement endsNothing carries overA static fileThe journey continues to execution

Positioning based on the common patterns of each category, not on any single provider.

Company facts

FocusAI agents for business feasibility, planning and execution

ServingFounders, SMEs, corporate ventures and investors

LanguagesArabic and English, right-to-left native

StatusPre-launch — early access opens in waves

Bring us an idea worth testing.

Start the journey and see the first decision gate for yourself. Early access is free while we build with our first users.

Start Your Business Journey Explore the 15 Agents