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Flywheel, funnel and roadmap

The loop the business runs on, the funnel from a free reader to a renewing customer, and what ships in each period of the runway this round buys. Generated from one data file beside the round, so none of the three can contradict the others.

The flywheel

Five stages, each feeding the next. Only one of them costs money, and it is the one the round buys — marked below and filled in the accent on the diagram. The wheel currently stops there: readers arrive, competence gaps become visible, enquiries arrive, and then there is nobody to deliver a programme. That is the whole investment case in one sentence.

  1. Publish independently

    Free, sector-specific material about AI in insurance, plus car-claim rules verified against the statute or the regulator’s own text before the page goes up — in every locale the site carries.

    feeds → Be found

  2. Be found

    Professionals, brokers and drivers reach it through organic search, because the material answers the question they actually typed and no vendor funnel sits in front of it.

    feeds → Earn trust, then an account

  3. Earn trust, then an account

    They use the free tools and ask Ask Ariski. Independence is demonstrated rather than asserted — the material says what does not work — and readers register to keep going.

    feeds → Surface the competence gap

  4. Surface the competence gap

    The same material shows an organization how uneven its own AI competence is. That is what turns a reader into an enquiry: the readiness assessment and the roadmap end in a question only a programme answers.

    feeds → Deliver, and learn from delivering

  5. The input this round buys

    Deliver, and learn from delivering

    Delivered engagements produce case material, sector-specific questions and the objections nobody outside the work would think of — which go back into the catalogue and make the next round of publishing better than the last. This is the loop’s only paid input, and the stage the round buys: without delivery capacity the wheel stops turning here.

    feeds → Publish independently

Business flywheel — Ariski Business flywheel Ariski Publish independently 1 Be found 2 Earn trust, then an account 3 Surface the competence gap 4 Deliver, and learn from delivering 5 funded by this round Deliver, and learn from delivering Business flywheel · Ariski · generated from the business profile / growth.json on 2026.09.13

The customer funnel

Every figure below is null and every basis reads “assumption”. Ariski is pre-revenue and no conversion has been measured end to end, because the funnel has never run past the enquiry stage. Reader and account counts do exist in the platform’s analytics and are available to investors under NDA — but a count is not a conversion rate, and none is published here.

Stage What happens Figure Basis
Reader Reads one free page — reached by organic search, a direct visit or a shared link. No account, no gate, no price behind a form. Plan assumption
Uses a tool or the assistant Runs a free tool — readiness assessment, AI help calculator, adoption roadmap, prompt builder, ethics simulator, or the car-claim deadline, total-loss and crash tools — or asks Ask Ariski, capped at five messages a day anonymously. Plan assumption
Registers Creates a free account for twenty-five daily messages and all four voices, or subscribes to the newsletter. The first owned, addressable relationship. Plan assumption
Qualified enquiry Sends one of the contact page’s three enquiry types — Learning Program, AI strategy consulting, or AI tools and products — on behalf of an organization rather than themselves. The last stage the platform reaches on its own. Plan assumption
Scoped proposal A programme or consulting engagement scoped and priced for that organization. There is no published price, so every one of these is written rather than quoted — which is exactly what the round’s programme-delivery line is meant to change. Plan assumption
Paying customer A signed, delivered, invoiced engagement. None exists today: Ariski has never invoiced anyone. The business plan makes this the twelve-month test of willingness to pay. Plan assumption
Renews or expands A second engagement with the same customer — a further cohort, another sector, or consulting after a programme. The only stage that settles whether the model is a business rather than a sequence of favours. Plan assumption
Customer funnel — Ariski Customer funnel Ariski Reader not yet defined plan assumption Uses a tool or the assistant not yet defined plan assumption Registers not yet defined plan assumption Qualified enquiry not yet defined plan assumption Scoped proposal not yet defined plan assumption Paying customer not yet defined plan assumption Renews or expands not yet defined plan assumption Customer funnel · Ariski · generated from the business profile / growth.json on 2026.09.13

The roadmap

Four lanes across the runway the round buys, in periods derived from it rather than chosen. Every item names the use-of-funds line it is paid from, and dates are relative to close because no date here is published anywhere else.

Forward-looking. This is the plan for the round, not a record of anything already spent or earned.

Months 1–6 after close

Product

Turn the published Learning Program formats into designed, deliverable units — instructional design, assessment and the case material each sector needs.

Paid from: Programme delivery (40%)

Carry the car-claims explainer series forward — it is in production now: promote further verified jurisdictions from the candidate ledger and fill out the three reader tracks (drivers, companies and fleets, claims professionals).

Paid from: Platform and content (25%)

Milestone

Milestone: indicative pricing set behind every programme format, so an enquiry can be answered with a quote instead of a conversation.

Paid from: Programme delivery (40%)

Market

Run the first engagements with organizations that arrive through the contact page’s own enquiry types — the buyers the platform already reaches as readers.

Paid from: Commercial capacity (20%)

Team

First programme-delivery capacity beyond the curator — hired or contracted. The key-person dependence the business plan names starts to reduce here; it does not disappear.

Paid from: Programme delivery (40%)

Finance
Milestone

Milestone: round closed at or above the minimum close, entity and contracts in place, accounting running, and the first quarterly written investor update sent.

Paid from: Legal and administration (5%)

Months 7–12 after close

Product
Milestone

Milestone: the whole site published in French alongside English and Spanish — the design system already holds a third locale without a rebuild.

Paid from: Platform and content (25%)

Keep the catalogue and the jurisdiction dataset current as regulation and tooling move. This is a standing activity, not a task that finishes — a stale catalogue is worth nothing.

Paid from: Platform and content (25%)

Capacity headroom for Ask Ariski as the registered base grows — model inference is the one cost that scales with readership.

Paid from: Infrastructure (10%)

Market

Build a commercial motion that repeats — the same conversation into carriers, brokerages, professional associations and supervisors, rather than a bespoke approach each time.

Paid from: Commercial capacity (20%)

Milestone

Milestone: a first cohort of organizations signed inside twelve months. This is the test the business plan sets for willingness to pay, and the one that can fail.

Paid from: Commercial capacity (20%)

Team

First dedicated commercial capacity — until now there has been none at all.

Paid from: Commercial capacity (20%)

Finance
Milestone

Milestone: cost of delivery per engagement measured for the first time — the number the whole plan is currently missing.

Paid from: Programme delivery (40%)

Months 13–18 after close

Product
Milestone

Milestone: decide the AI products line named on the contact page — invest in it or drop it, on the first year’s evidence rather than on the plan’s hope.

Paid from: Platform and content (25%)

Market
Milestone

Milestone: second engagements with first customers. Whether any renews is the only evidence that separates a business from a sequence of one-off favours.

Paid from: Commercial capacity (20%)

Approach professional associations and institutes as a route to their members. None is signed today and none is named here, because none exists.

Paid from: Commercial capacity (20%)

Team

Shape the team around what the first year actually proved — delivery, content or commercial, whichever the evidence says binds.

Paid from: Programme delivery (40%)

Finance

Quarterly written investor updates throughout, and full information rights honoured from the fifty-thousand-dollar tier upward, as the ticket rights commit.

Paid from: Legal and administration (5%)

Milestone

Milestone: eighteen months reached with the evidence a next raise — or an honest decision to stop — actually requires.

Paid from: Legal and administration (5%)

Roadmap — Ariski Roadmap Ariski · Runway 18 months · periods derived from ROUND.runway · forward-looking statements Month 1–6 after close Month 7–12 after close Month 13–18 after close PRODUCT Turn the published Learning Program formats into designed, deliverable units — instructional design, assessment and the case material each sector needs. Programme delivery Carry the car-claims explainer series forward — it is in production now: promote further verified jurisdictions from the candidate ledger and fill out the three reader tracks (drivers, companies and fleets, claims professionals). Platform and content Milestone: indicative pricing set behind every programme format, so an enquiry can be answered with a quote instead of a conversation. Milestone: the whole site published in French alongside English and Spanish — the design system already holds a third locale without a rebuild. Platform and content Keep the catalogue and the jurisdiction dataset current as regulation and tooling move. This is a standing activity, not a task that finishes — a stale catalogue is worth nothing. Platform and content Capacity headroom for Ask Ariski as the registered base grows — model inference is the one cost that scales with readership. Infrastructure Milestone: decide the AI products line named on the contact page — invest in it or drop it, on the first year’s evidence rather than on the plan’s hope. Platform and content MARKET Run the first engagements with organizations that arrive through the contact page’s own enquiry types — the buyers the platform already reaches as readers. Commercial capacity Build a commercial motion that repeats — the same conversation into carriers, brokerages, professional associations and supervisors, rather than a bespoke approach each time. Commercial capacity Milestone: a first cohort of organizations signed inside twelve months. This is the test the business plan sets for willingness to pay, and the one that can fail. Commercial capacity Milestone: second engagements with first customers. Whether any renews is the only evidence that separates a business from a sequence of one-off favours. Commercial capacity Approach professional associations and institutes as a route to their members. None is signed today and none is named here, because none exists. Commercial capacity TEAM First programme-delivery capacity beyond the curator — hired or contracted. The key-person dependence the business plan names starts to reduce here; it does not disappear. Programme delivery First dedicated commercial capacity — until now there has been none at all. Commercial capacity Shape the team around what the first year actually proved — delivery, content or commercial, whichever the evidence says binds. Programme delivery FINANCE Milestone: round closed at or above the minimum close, entity and contracts in place, accounting running, and the first quarterly written investor update sent. Legal and administration Milestone: cost of delivery per engagement measured for the first time — the number the whole plan is currently missing. Programme delivery Quarterly written investor updates throughout, and full information rights honoured from the fifty-thousand-dollar tier upward, as the ticket rights commit. Legal and administration Milestone: eighteen months reached with the evidence a next raise — or an honest decision to stop — actually requires. Legal and administration Use of funds: Programme delivery 40% · Platform and content 25% · Commercial capacity 20% · Infrastructure 10% · Legal and administration 5% Roadmap · Ariski · generated from the business profile / growth.json on 2026.09.13

Documents in this kit

Financial terms, revenue and detailed materials are available on request. Figures describe capacity built and operating today; forward-looking statements are identified as such.

Carlos Miranda Levy
Coordinator of CEMI's Enhanced Intelligences
invest@cemi.ai — Round and terms
business@cemi.ai — Commercial follow-up
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