AI INFRASTRUCTURE FOR EARLY-STAGE STARTUPS

The component library for shipping AI startups in days, not months.

Compose your AI product from production-ready microservices, customise visually, deploy to your domain in one click. Skip the R&D loop entirely.

  • #1 in launch speed
  • #1 in WhiteLabel readiness
  • #1 in cost-to-market
POWERED BY AIM ENGINE 2.0 — the visual composition layer for AI products.
  • AUTH

    AuthGate

    Single sign-on with OAuth providers, a unified user record and an admin console for every workspace on the platform.

  • ACCOUNT

    UserProfile

    Extensible user card with admin-defined global fields, custom field types and file uploads — created automatically on first sign-in.

  • DASHBOARD

    AccountManager

    The owner's cockpit — onboarding flow, business card from site scan, embedded chat editor and multi-account governance.

  • PLATFORM

    SuperAdmin

    Central vault for provider API keys and model assignments per service, plus unified usage tracking across the stack.

  • BILLING

    Billing

    Subscription plans, checkout (card and crypto), coupons and recurring charges — with a full admin dashboard and audit log.

  • ONBOARDING

    SetupWizard

    Canonical business profile per chat — seeded from site crawl, refined step-by-step, piped into every AI agent as ground truth.

  • AI CHAT

    ChatBuilder

    Embeddable AI chat with text, voice and 3D-avatar modes, live product cards, in-chat checkout and one-line shortcode install.

  • AI AGENT

    AgentBuilder

    Compose an AI agent: pick a prompt, a model and the tools it can use — knowledge base, CRM, catalog, business profile, scenario.

  • AI PROMPT

    PromtBuilder

    System-prompt studio that blends user data, site scan and knowledge base into a ready-to-use instruction for an AI agent.

  • KNOWLEDGE

    KnowledgeBase

    Curated sales intelligence per business type — structured insider knowledge that lifts agent answers from generic to expert.

  • DATA

    SiteCrawler

    Automatic site sweep that extracts business info, products and services — the starting point of every new account on the platform.

  • FORMS

    SmartForms

    Visual form builder with public submission pages and personal-Gmail notifications — no third-party mail service required.

  • COMMERCE

    WooSync

    One-click WooCommerce bridge — a pre-configured plugin streams the live catalog to the platform on every product change.

  • CHANNEL

    WhatsappQR

    Personal WhatsApp gateway via QR pairing with multi-tenant sessions, webhooks for inbound and a signed API for outbound messages.

  • CRM

    AIM CRM

    Compact CRM for contacts, companies and interactions — and the only CRM an AI agent can read and write directly during a chat.

  • LOGIC

    AIFlow

    Visual blueprint editor for conversation logic — triggers, conditions and agent actions composed on a drag-and-drop canvas.

  • SCHEDULING

    Calendar

    Multi-calendar scheduling with full two-way Google Calendar sync and a clean availability API for booking widgets and AI agents.

  • CATALOG

    ProductCatalog

    Per-user product catalogs with themes, revision cache and importers from site crawl and WooSync — powering agent recommendations.

  • AVATAR

    CustomAvatars

    Override layer for premium 3D avatars — map any chat to a custom GLB model without touching core chat logic.

  • HUB

    ModuleHub

    The central launch pad — a fast, multilingual tile gallery linking directly to every module the operator is entitled to open.

  • CHANNEL

    ChatRecorder

    Captures and transcribes every AI conversation so teams can analyse tone, surface common questions, and tighten the scripts that drive each flow.

  • GUEST APP

    InRoomTablet

    In-room tablet app that gives every guest a branded concierge surface — messaging, room controls, menu and check-out in one screen.

  • VOICE CHANNEL

    VoiceLobby

    A voice gateway that turns the front-desk phone into a 24/7 AI concierge — speech in, speech out, live language detection.

  • HOSPITALITY

    RoomStateSync

    The canonical room and stay ledger — occupancy, guest, do-not-disturb, check-out time, plus a two-way bridge to the hotel PMS.

  • OPS QUEUE

    HousekeepingQueue

    A real-time cleaning board that turns guest check-outs and DND windows into a prioritised work queue for housekeepers.

  • RISK SIGNAL

    NoiseScore

    Guest-sentiment and noise-complaint radar — turns chat, call, and review signals into a per-floor risk score for the ops team.

  • LOYALTY

    LoyaltyEngine

    A cross-stay loyalty ledger — points, tiers, and machine-readable benefits the concierge agent can cash in automatically.

  • CHECKOUT

    CheckoutVoice

    A conversational check-out flow for hotels — confirms the folio, tips, and departure in chat or voice and hands the card charge to billing.

  • STOREFRONT

    StorefrontWeb

    A themeable marketplace storefront — product cards, search, checkout cart, creator pages, all rendered server-side for speed.

  • CREATOR

    CreatorStudio

    A maker-side workspace for listings, photos, pricing and fulfilment — designed for non-technical creators, not enterprise sellers.

  • TRUST

    TrustPulse

    A ranking and fraud-signal engine for marketplaces — fuses order history, reviews, responsiveness and disputes into a live creator score.

  • TRUST

    DisputeArbiter

    A structured dispute workflow for orders — evidence capture, policy checks, AI-assisted arbitration and audit-grade outcomes.

  • LEDGER

    CommissionLedger

    A double-entry ledger for marketplace payouts — fees, holds, refunds, and creator balances, with clean reconciliation against the PSP.

  • SHIPPING

    ShipDesk

    A label-and-tracking service for marketplaces — one API across carriers, with rate shopping, pickup scheduling, and buyer-side tracking pages.

  • CONTENT

    StoryReel

    Auto-generated short-form video for marketplace products — listings become 15s reels ready for TikTok, Instagram, and the storefront.

  • VOICE CHANNEL

    DialerBridge

    Bridges the sales team's dialer — Aircall, Dialpad, Twilio — into the platform so every call is recorded, attached, and scored.

  • MEETING

    MeetingBot

    Joins Zoom, Meet, and Teams calls as a recording bot — transcribes, diarises, and hands the call to the sales brain for scoring.

  • SALES QA

    CallScorer

    An AI reviewer that scores every sales call — talk ratio, discovery coverage, objection handling, next steps — against the active playbook.

  • PLAYBOOK

    PlaybookStudio

    A workspace for authoring sales playbooks — stages, required moments, talk tracks, objection responses — consumed by the scorer and the coach.

  • PLAYBOOK

    ObjectionLibrary

    A structured library of sales objections and proven responses, ranked by win rate and surfaced live during calls and coaching.

  • REVENUE

    DealMomentum

    Per-deal momentum score — blends activity cadence, stage progression and call quality into a live health indicator for every opportunity.

  • COACHING

    RepCoachLoop

    Closes the coaching loop — picks the right call moments, drafts feedback, schedules 1:1 reviews and tracks improvement per rep.

  • REVENUE

    ForecastVision

    A live revenue forecast driven by pipeline, momentum and call quality — updated on every activity, not once a quarter.

  • BOOKING

    BookingWidget

    An embeddable restaurant reservation widget with live availability, party-size logic and deposit support — drops into any site with one line.

  • VOICE CHANNEL

    VoiceHost

    A voice gateway that answers the restaurant phone — takes bookings, answers questions, and leaves a full transcript.

  • OPS

    TableGrid

    A live floor plan and reservation ledger — tables, turns, holds, combine rules, and a timeline view the host actually uses during service.

  • TRUST

    NoShowGuard

    Predicts no-show risk per reservation and triggers reminders, deposits, or waitlist promotion before a table goes dark.

  • OPS

    WaitlistFlow

    A smart waitlist for walk-ins and sold-out slots — updates guests in real time over chat and voice, and auto-promotes as tables open.

  • MENU

    MenuPulse

    A structured menu service — dishes, allergens, modifiers, prices, 86-ed items — driving the voice host, chat, and printed menus alike.

  • OPS

    PrepLine

    A kitchen load forecaster — turns the reservation timeline and menu mix into a per-station prep plan for the next service.

  • REVIEWS

    ReviewLoop

    Auto-triggers review requests after a meal, aggregates public and private reviews, and feeds sentiment back to the menu and ops layers.

  • PORTAL

    PatientPortal

    A patient-side portal for intake, appointments and secure messaging — HIPAA-minded defaults, multilingual UI, mobile-first.

  • INTAKE

    IntakeOCR

    OCR and structuring service for clinical intake — reads insurance cards, prescriptions, and lab reports into typed fields.

  • TRIAGE

    SymptomRouter

    A clinician-reviewed symptom router — safe triage questions, rule-based escalation, and clear routing to the right specialist or queue.

  • COMPLIANCE

    PHIVault

    Encrypted storage and access gateway for protected health information — field-level encryption, strong audit, strict access scopes.

  • COMPLIANCE

    ConsentLedger

    Captures and records every consent — telehealth, data sharing, AI-assisted triage — with versioned text, timestamp and audit-grade storage.

  • OPS

    ClinicianQueue

    A clinician-side queue with triaged cases, priorities and SLAs — the cockpit where clinical work actually happens.

  • MESSAGING

    SecureInbox

    PHI-aware messaging between patients and clinicians — content stored in PHIVault, strong auth, complete audit trails.

  • WORKSPACE

    AgentWorkspace

    The agent-side cockpit for a real-estate brokerage — listings, buyers, tours, offers and comms, all in a single pane.

  • PORTAL

    BuyerPortal

    A buyer-side portal to browse listings, book tours, ask questions and track offers — with the agent a tap away at every step.

  • LISTINGS

    ListingForge

    Composes rich real-estate listings from MLS data, photos and comps — auto-generates descriptions and exports to channels.

  • OFFERS

    OfferDesk

    Runs the offer-and-counter pipeline — structured offers, tracked negotiations, e-sign integration and audit-grade history.

  • MARKET DATA

    CompsEngine

    Comparable-sales engine — fetches recent comps, weights them and powers the listing forge and offer desk with pricing signal.

  • MARKET DATA

    GeoPulse

    Neighbourhood insight layer — schools, commute, amenities, and sales heat — rendered on listing cards and buyer views.

  • COMPLIANCE

    SignatureGate

    Wraps DocuSign and similar e-sign providers in a clean API — field mapping, reminder cadence, audit trail and state webhooks.

  • EVENTS

    OpenHouseDesk

    Runs open-house events end to end — QR sign-in, tour recording, follow-up and cross-listing upsell.

  • STOREFRONT

    BoutiqueSite

    A fashion-first storefront — editorial layouts, rich media, size guides, and a cart tuned for boutique selling.

  • PERSONALISATION

    FitProfile

    A per-shopper fit profile — measurements, preferences, past fits — used for size guidance and outfit recommendations.

  • RECOMMENDATIONS

    StyleGraph

    A style-aware recommendation engine — learns outfit combinations from the lookbook and shopper fit to suggest relevant buys.

  • CONTENT

    OutfitStudio

    A stylist workspace to compose, photograph and publish outfits — feeds lookbook, product pages and recommendations in one move.

  • OPS

    ReturnsRadar

    Predicts and reduces returns — fit signal, outfit cohesion and post-purchase coaching feed each shopper's next decision.

  • MEDIA

    LookbookCDN

    A fashion-grade media CDN — serves heavy imagery, looks, and video clips with fast variants for every device.

  • MERCHANDISING

    SeasonalPulse

    A seasonality engine — trend signals, weather windows and sell-through trajectories surface what to push next.

  • STUDIO

    StudioWeb

    A web-based podcast studio — guest invites, lossless recording per track, and live chat during the session.

  • STUDIO

    MobileField

    A mobile companion for field recording — lossless capture, offline-tolerant, syncs straight into the studio pipeline.

  • CONTENT

    ScriptRoom

    A transcript-first script workspace — outlines, show notes, chapter markers, and export-ready scripts from the raw recording.

  • AUDIO

    VoiceForge

    Cleans and masters podcast audio — noise suppression, level matching, and consent-gated voice synthesis for pickups.

  • AUDIO

    BreakSplicer

    Marks ad-break points and splices dynamic ads — keeps per-listener inserts clean while preserving chapter and script sync.

  • DISTRIBUTION

    EpisodeFeed

    Publishes episodes as standards-compliant RSS feeds — chapter support, transcript links and per-platform metadata.

  • ANALYTICS

    ListenAnalytics

    Podcast-grade analytics — per-episode drop-off, chapter engagement, geography and platform breakdown, IAB-compliant counts.

  • MONETISATION

    SponsorSlotter

    Matches sponsors to episodes and slots — pricing, pacing, exclusivity and reporting, wired into the splicer.

  • CONTENT

    ClipFactory

    Auto-generates short-form video clips from podcast episodes — captions, waveforms and branded templates, ready for social.

  • WORKSPACE

    MatterWorkspace

    The lawyer-side cockpit — matters, clients, documents, deadlines and billables — linked and searchable in one pane.

  • PORTAL

    ClientPortal

    A client-side portal for a law firm — secure messaging, document review, e-sign and invoice payment on a phone.

  • INTAKE

    IntakeRouter

    Routes new legal intakes to the right practice area — triage questions, conflict checks and jurisdiction filters before anyone calls.

  • COMPLIANCE

    ConflictScan

    Conflict-of-interest scanner — reads prospective clients and parties against the firm's matter history, before a matter is opened.

  • LEDGER

    MatterLedger

    An audit-grade ledger of every matter — parties, documents, deadlines, time entries, fees — immutable once logged.

  • CONTENT

    ClauseBank

    A curated library of legal clauses — versioned, jurisdiction-tagged, and surfaced inline during document drafting.

  • BILLING

    FeeMeter

    Captures billable time and fees per matter — passive tracking, review prompts, and export-ready invoices.

  • COMPLIANCE

    eSignTray

    A legal-grade e-sign inbox — documents in flight, signer status, reminders, and audit trails per matter.

  • COMPLIANCE

    CourtPulse

    Monitors court dockets and filings relevant to the firm's matters — alerts, docket history and deadline sync.

  • APP

    ClientApp

    The client-side mobile app — today's workout, video guidance, logging, and a direct thread with the coach.

  • WORKSPACE

    CoachConsole

    The coach-side dashboard — clients, plans, check-ins, and progress — all linked and searchable in one console.

  • PLANS

    WorkoutGraph

    The training-plan engine — exercises, progressions, per-client adaptation and long-term periodisation.

  • SESSION

    SessionFlow

    Runs the live workout — timers, set prompts, auto-progression — and logs to the plan and body-comp systems.

  • PROGRESS

    BodyCompLog

    Tracks body composition, measurements and progress photos — turns them into a clean trend feed for plan adaptation.

  • NUTRITION

    NutritionLoop

    A lightweight nutrition loop — targets, quick logging, check-ins — that nudges without becoming a food diary.

  • COMMUNITY

    CommunityPulse

    Optional per-coach community space — supportive, coach-moderated, with opt-in progress sharing and milestone highlights.

  • CONTENT

    ProgressReel

    Auto-generated, consent-gated progress summaries — a shareable reel that turns months of logs into a clean before/after.

  • VOICE CHANNEL

    VoiceDialer

    An outbound voice gateway that places calls at scale — carriers, SIP trunks, caller-ID pools and recording hooks in one operable surface.

  • VOICE CHANNEL

    VoicePersona

    A persona bank of realistic multilingual voices with live A/B assignment — so every doctor hears a voice that matches their language, region and historical engagement.

  • MESSAGING

    CareCaster

    A medical-grade messaging service — WhatsApp and SMS — that delivers short, specialty-matched touches with consent-aware templates and short-link tracking.

  • ORCHESTRATION

    CadenceConductor

    The planner that decides, per doctor, what touch comes next — voice, WhatsApp, nothing — based on prior response, pickup window and consent state.

  • MEDICAL GRAPH

    DoctorGraph

    A living profile graph of every doctor — specialty, institution, language, past attendance, topics of interest — richer than CRM and shared across voice, messaging and reporting.

  • MATCHING

    SpecialtyMatch

    A matcher that maps each webinar track to the doctors for whom it is clinically relevant — so a cardiologist never receives a paediatric-sleep invitation.

  • TIMING

    PickupWindow

    A per-doctor timing model that learns which days and hours a given doctor actually picks up the phone — so calls are placed when they are welcome.

  • SOCIAL PROOF

    PeerSignal

    A social-proof engine that composes truthful peer strings — "seven other cardiologists from your hospital are registered" — from real data, at call time.

  • EVENTS

    WebinarDesk

    The webinar registry — topic, faculty, clinical track, Zoom link, capacity, sponsor — shared by the agent, the matcher and the reporting dashboards.

  • ANALYTICS

    AttendancePulse

    A live-attendance tracker that watches the webinar room and the doctors registered — so no-shows trigger a follow-up and attendees get a post-session NPS call.

FIG 1.A · AIM ENGINE 2.0 — LIVE PREVIEW

Compose your stack visually. See the runtime exactly as your users will.

Every component becomes a node on the canvas. Wire triggers to models, guards and outputs — then deploy the graph as a live API endpoint. What you see is the runtime.

AIM Editor Composition · live preview
User Input TRIGGER
POST /v1/query
str query
obj session
LLM Router AI MODEL
GPT-4o · Claude 3.7
prompt str stream tokens
Embed & Search RAG
Pinecone · 1.2M vec
query str arr context
Validate GUARD
Safety · Format · Cost
model stream stream pass
rag arr
Stream Response OUTPUT
SSE · Webhook
tokens stream
cost $0.012/req latency p50 230ms nodes 5 active models 3 providers

COMPATIBLE WITH THE MODERN AI ECOSYSTEM

  • OpenAI
  • Anthropic
  • Mistral
  • Cohere
  • Hugging Face
  • Vercel
  • Supabase
  • Stripe
  • Twilio
  • Postgres
  • Redis
  • n8n
01

OVERVIEW

A library of components for shipping AI startups.

AIM gives founders, product teams and agencies a unified, opinionated stack of AI microservices — assembled visually, customised through a single API, deployed without DevOps.

Explore all components
02

THE PROBLEM

Why most AI startups stall before they ship.

Building an AI product from scratch in a fast-changing market is an expensive race. Six structural traps hold teams back.

  • 01

    Lost time vs. growing competition

    Months spent wiring infrastructure are months your competitors use to capture the market.

  • 02

    Slow adaptation to new trends

    Models, tooling and customer expectations move weekly. Hand-built stacks struggle to keep up.

  • 03

    Dependency on R&D talent

    Your roadmap is bottlenecked by the speed and seniority of the engineers you can actually hire.

  • 04

    High cost to reach real ROI

    Burn accumulates long before the product touches a paying customer or proves a hypothesis.

  • 05

    Per-client custom adaptation

    Every enterprise wants something unique. Manual customisation kills your unit economics.

  • 06

    Constant ops, support, monitoring

    Once live, the system needs round-the-clock observability that nobody on the team wants to own.

03

THE SOLUTION

A technological sandbox for testing and shipping AI startups.

AIM compresses the path from idea to live product. Six advantages your competitors literally cannot replicate by writing more code.

  • 01

    Lego-grade composition

    Production-ready building blocks snap together. Development speed your competitors cannot match by hiring more engineers.

  • 02

    A flexible, evolving standard

    A unified configuration system designed for constant change — extend, swap, override without breaking what works.

  • 03

    No senior engineers required

    Operators and product managers compose products directly. Specialist hires become a choice, not a blocker.

  • 04

    Flexible pricing & WhiteLabel

    Subscription tiers for any budget plus a WhiteLabel certificate to ship under your own brand from day one.

  • 05

    Instant adaptation, dynamic testing

    Reconfigure flows in minutes. Validate hypotheses on real users before you invest in custom code.

  • 06

    Auto-updates & 24/7 AI monitoring

    Continuous component upgrades and round-the-clock smoke tests keep every deployment honest while you sleep.

04

WORKFLOW

From subscription to live product in six steps.

A linear path designed for non-technical founders. Each step is reversible — you never lock in early decisions.

  1. 01

    Choose a subscription

    Pick a plan sized to your team and ambition. Upgrade or downgrade any time without re-platforming.

    FIG. 4.A.1 — SUBSCRIPTION TIERS
  2. 02

    Open the visual editor

    Browse the catalogue of microservices. Preview, configure and rearrange your product in real time.

    FIG. 4.A.2 — COMPOSITION CANVAS
  3. 03

    Assemble your product

    Compose the entire experience without writing code. Every component is opinionated and battle-tested.

    FIG. 4.A.3 — ASSEMBLY GRAPH
  4. 04

    Customise via AIM API

    When you outgrow defaults, drop into the AIM API. Override any behaviour without forking the platform.

    FIG. 4.A.4 — AIM API · TERMINAL
  5. 05

    Pick or design a visual style

    Choose a curated theme or define your own. Typography, colour, motion — all WhiteLabel-ready.

    FIG. 4.A.5 — STYLE TOKENS
  6. 06

    Git & one-click deploy

    Push to your Git of choice and ship to production hosting in a single click. No DevOps required.

    FIG. 4.A.6 — GIT → DEPLOY
05

PRICING

Start composing your AI product today.

Two plans, both with a 14-day free trial and a WhiteLabel certificate from day one. Upgrade or cancel any time.

AIM Studio

For solo founders and small teams shipping their first AI product.

$49 per seat / month billed monthly · cancel anytime
  • Full microservice library access
  • Visual composition editor
  • WhiteLabel certificate
  • One-click deploy to AIM hosting
  • Community support
06

POWERED BY AIM ENGINE 2.0

A composition engine purpose-built for AI products.

Every layer of AIM Engine is engineered for speed, customisation and reliability — so you spend zero time wiring infrastructure and 100% of your time on product.

  • 6.1

    Component registry

    A versioned catalogue of production-ready microservices. Every block ships with config, docs and tests.

  • 6.2

    Visual composition layer

    Drag, configure, preview. The editor renders the exact runtime — what you see is what your users get.

  • 6.3

    AIM API overrides

    When defaults aren't enough, override any component behaviour through a single, consistent API surface.

  • 6.4

    WhiteLabel theming

    Typography, palette, motion and copy — every surface is themable down to the component level.

  • 6.5

    One-click deploy

    Push to Git, deploy to AIM hosting or your own infrastructure in a single click. Reversible by design.

  • 6.6

    24/7 smoke testing

    Continuous AI-driven smoke tests catch regressions in production before your users do.

GET STARTED

Compose your AI product today.

Free 14-day trial. No credit card. WhiteLabel from day one.

OUR VISION

One platform for the entire AI product lifecycle.

Imagine composing, theming, deploying and monitoring an AI product from a single canvas. A future where launching a new vertical takes a weekend — not a quarter.

Read the manifesto