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USE CASES · REAL STARTUPS ON AIM

11 startups you can assemble in a week.

Each use case is a working blueprint — what the product does, which microservices it plugs into, and how the whole thing wires together. Pick one, fork it, ship it.

11startup blueprints
196microservices across blueprints
5layers per architecture
  • 01 Hospitality

    StayConcierge

    An AI concierge that runs a boutique hotel on WhatsApp, tablet and voice.

    Every guest gets a real-time concierge that books the room, routes housekeeping, upsells late checkout and listens for trouble — all before the front desk notices.

    FOR
    Independent hotels, villas and 20–120-room properties
    ≈ 5 days
    From blank workspace to first paying hotel
    24 / 7
    Guest responses, in guest's language
    3× ADR+
    Upsell rate on late-checkout and spa slots
    Stack RoomStateSync HousekeepingQueue NoiseScore LoyaltyEngine CheckoutVoice AgentBuilder AIFlow PromtBuilder WhatsappQR InRoomTablet +7
    View blueprint
  • 02 Marketplace · Commerce

    CraftMarket

    A niche marketplace for handmade goods — without a year of backend work.

    A full two-sided marketplace — artisan onboarding, story-led listings, AI buyer chat, split payouts and dispute arbitration — composed from AIMicroservices in a couple of weeks.

    FOR
    Founders launching Etsy-style verticals (ceramics, leather, wood, fibre)
    ≈ 10 days
    From repo to first live order
    0 code
    Dispute flow — entirely policy-driven
    N-way
    Commission splits per order
    Stack CreatorStudio TrustPulse DisputeArbiter CommissionLedger ShipDesk StoryReel AgentBuilder AIFlow KnowledgeBase StorefrontWeb +7
    View blueprint
  • 03 Sales enablement · B2B SaaS

    RepCompass

    An AI sales coach that listens to every call and builds the playbook as you close.

    Record calls, score reps, surface winning patterns, generate objection libraries and coach each rep weekly — without a dedicated ops team.

    FOR
    SMB sales teams of 3–40 reps
    +22%
    Median rep close-rate lift after 90 days
    1 hr
    Weekly coaching plan, auto-generated
    100%
    Calls scored — not a sampled subset
    Stack CallScorer PlaybookStudio ObjectionLibrary DealMomentum RepCoachLoop ForecastVision AgentBuilder AIFlow PromtBuilder DialerBridge +6
    View blueprint
  • 04 Restaurants · Hospitality

    SeatMap

    A restaurant reservation platform that doesn't lose money to no-shows.

    Reservations, waitlists, no-show protection, kitchen prep signals and post-visit reviews — one platform, one bill per cover.

    FOR
    Indie restaurants, chef-led groups, 8–120 covers
    –68%
    No-show rate after NoShowGuard
    < 7 days
    From contract to first covers
    3 chan
    Web + WhatsApp + phone → same book
    Stack Calendar TableGrid NoShowGuard WaitlistFlow MenuPulse PrepLine ReviewLoop AgentBuilder AIFlow SmartForms +7
    View blueprint
  • 05 Healthcare · Digital Front Door

    TriageDesk

    A digital front door for clinics — intake, triage, queue, consent.

    Patients intake themselves, a protocol-driven router decides what they need, and clinicians see a prioritised queue — with PHI staying inside the vault.

    FOR
    Private clinics, primary-care groups, telemedicine startups
    4×
    Intake throughput vs. phone-only desk
    < 90s
    Median patient self-check-in
    HIPAA-safe
    PHI in a separate consent-gated vault
    Stack IntakeOCR SymptomRouter PHIVault ConsentLedger ClinicianQueue SecureInbox AgentBuilder AIFlow KnowledgeBase PatientPortal +7
    View blueprint
  • 06 Real Estate · PropTech

    TourDesk

    Showings, offers and e-signatures for modern real-estate teams.

    A single platform for listings, tours, offers and closings — with live comps and neighborhood signals on every property page.

    FOR
    Independent brokerages, small agent teams, iBuyers
    –3 days
    From showing to signed offer
    1 tab
    Listings, tours, offers, comps
    0 mail
    PDFs — all offers go through e-sign
    Stack ProductCatalog ListingForge OfferDesk CompsEngine GeoPulse SignatureGate OpenHouseDesk AgentBuilder AIFlow SmartForms +9
    View blueprint
  • 07 E-commerce · Fashion

    LookLab

    An AI personal stylist for boutique e-commerce brands.

    Fit profiles, look-driven product discovery, returns prediction, and a chat stylist that composes entire outfits on demand.

    FOR
    D2C fashion brands, concept stores, multi-brand boutiques
    ×1.6
    AOV lift on outfit-led sessions
    –18%
    Return rate after ReturnsRadar
    0 eng
    New arrivals auto-flow into looks
    Stack WooSync ProductCatalog FitProfile StyleGraph OutfitStudio ReturnsRadar LookbookCDN SeasonalPulse AgentBuilder PromtBuilder +8
    View blueprint
  • 08 Creator economy · Audio

    PodDesk

    An end-to-end production studio for indie podcasters.

    Record, transcribe, split, publish, monetise — and automatically cut 30-second clips for every social channel.

    FOR
    Solo podcasters, two-person shows, small networks
    10×
    Faster turnaround vs. manual editing
    1 hr
    From raw recording to published episode
    4+
    Short-form clips per episode, auto-cut
    Stack ScriptRoom VoiceForge BreakSplicer EpisodeFeed ListenAnalytics SponsorSlotter ClipFactory AgentBuilder AIFlow PromtBuilder +8
    View blueprint
  • 09 LegalTech · Professional services

    LegalDesk

    Intake, matters, clauses, e-sign — a lean platform for solo attorneys.

    Prospective-client intake, conflict scanning, template clauses, e-signature and time-tracking — without buying five SaaS tools.

    FOR
    Solo practitioners, small firms, paralegal shops
    40%
    Time back on drafting + intake combined
    100%
    Of signed documents e-sealed w/ audit trail
    –0
    PDFs by email
    Stack IntakeRouter ConflictScan MatterLedger ClauseBank FeeMeter eSignTray CourtPulse AgentBuilder AIFlow KnowledgeBase +8
    View blueprint
  • 10 Fitness · Coaching

    CoachFlow

    Fitness & nutrition coaching as a modern SaaS platform.

    Programs, sessions, messaging, nutrition, progress — a trainer's entire business in one platform, branded to them.

    FOR
    Personal trainers, online coaches, boutique studios
    +38%
    Median client retention vs. DIY coaching
    1 app
    Programs, chat, billing, progress
    < 1 wk
    Coach onboarding to first paying client
    Stack WorkoutGraph SessionFlow BodyCompLog NutritionLoop CommunityPulse ProgressReel AgentBuilder AIFlow PromtBuilder ClientApp +9
    View blueprint
  • 11 Healthcare · Medical education

    MedReach

    An AI outreach system that fills medical webinars across voice and WhatsApp.

    Each doctor receives a specialty-matched invitation in their preferred language, delivered by voice or WhatsApp according to prior response patterns. Consent, attendance and ROI are measured end-to-end across every campaign.

    FOR
    CME providers, pharma marketing teams, medical-association event desks
    +34%
    Show-up rate lift vs. human call-centre baseline
    < $0.06
    Cost per completed call (vs. $2–5 human)
    500×
    Concurrent calls from one agent line
    Stack DoctorGraph SpecialtyMatch PickupWindow PeerSignal WebinarDesk AttendancePulse ConsentLedger AgentBuilder AIFlow PromtBuilder +10
    View blueprint