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 componentsAI 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.
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AUTH
AuthGate
Single sign-on with OAuth providers, a unified user record and an admin console for every workspace on the platform.
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ACCOUNT
UserProfile
Extensible user card with admin-defined global fields, custom field types and file uploads — created automatically on first sign-in.
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DASHBOARD
AccountManager
The owner's cockpit — onboarding flow, business card from site scan, embedded chat editor and multi-account governance.
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PLATFORM
SuperAdmin
Central vault for provider API keys and model assignments per service, plus unified usage tracking across the stack.
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BILLING
Billing
Subscription plans, checkout (card and crypto), coupons and recurring charges — with a full admin dashboard and audit log.
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ONBOARDING
SetupWizard
Canonical business profile per chat — seeded from site crawl, refined step-by-step, piped into every AI agent as ground truth.
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AI CHAT
ChatBuilder
Embeddable AI chat with text, voice and 3D-avatar modes, live product cards, in-chat checkout and one-line shortcode install.
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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.
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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.
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KNOWLEDGE
KnowledgeBase
Curated sales intelligence per business type — structured insider knowledge that lifts agent answers from generic to expert.
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DATA
SiteCrawler
Automatic site sweep that extracts business info, products and services — the starting point of every new account on the platform.
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FORMS
SmartForms
Visual form builder with public submission pages and personal-Gmail notifications — no third-party mail service required.
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COMMERCE
WooSync
One-click WooCommerce bridge — a pre-configured plugin streams the live catalog to the platform on every product change.
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CHANNEL
WhatsappQR
Personal WhatsApp gateway via QR pairing with multi-tenant sessions, webhooks for inbound and a signed API for outbound messages.
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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.
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LOGIC
AIFlow
Visual blueprint editor for conversation logic — triggers, conditions and agent actions composed on a drag-and-drop canvas.
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SCHEDULING
Calendar
Multi-calendar scheduling with full two-way Google Calendar sync and a clean availability API for booking widgets and AI agents.
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CATALOG
ProductCatalog
Per-user product catalogs with themes, revision cache and importers from site crawl and WooSync — powering agent recommendations.
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AVATAR
CustomAvatars
Override layer for premium 3D avatars — map any chat to a custom GLB model without touching core chat logic.
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HUB
ModuleHub
The central launch pad — a fast, multilingual tile gallery linking directly to every module the operator is entitled to open.
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CHANNEL
ChatRecorder
Captures and transcribes every AI conversation so teams can analyse tone, surface common questions, and tighten the scripts that drive each flow.
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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.
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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.
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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.
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OPS QUEUE
HousekeepingQueue
A real-time cleaning board that turns guest check-outs and DND windows into a prioritised work queue for housekeepers.
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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.
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LOYALTY
LoyaltyEngine
A cross-stay loyalty ledger — points, tiers, and machine-readable benefits the concierge agent can cash in automatically.
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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.
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STOREFRONT
StorefrontWeb
A themeable marketplace storefront — product cards, search, checkout cart, creator pages, all rendered server-side for speed.
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CREATOR
CreatorStudio
A maker-side workspace for listings, photos, pricing and fulfilment — designed for non-technical creators, not enterprise sellers.
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TRUST
TrustPulse
A ranking and fraud-signal engine for marketplaces — fuses order history, reviews, responsiveness and disputes into a live creator score.
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TRUST
DisputeArbiter
A structured dispute workflow for orders — evidence capture, policy checks, AI-assisted arbitration and audit-grade outcomes.
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LEDGER
CommissionLedger
A double-entry ledger for marketplace payouts — fees, holds, refunds, and creator balances, with clean reconciliation against the PSP.
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SHIPPING
ShipDesk
A label-and-tracking service for marketplaces — one API across carriers, with rate shopping, pickup scheduling, and buyer-side tracking pages.
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CONTENT
StoryReel
Auto-generated short-form video for marketplace products — listings become 15s reels ready for TikTok, Instagram, and the storefront.
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VOICE CHANNEL
DialerBridge
Bridges the sales team's dialer — Aircall, Dialpad, Twilio — into the platform so every call is recorded, attached, and scored.
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MEETING
MeetingBot
Joins Zoom, Meet, and Teams calls as a recording bot — transcribes, diarises, and hands the call to the sales brain for scoring.
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SALES QA
CallScorer
An AI reviewer that scores every sales call — talk ratio, discovery coverage, objection handling, next steps — against the active playbook.
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PLAYBOOK
PlaybookStudio
A workspace for authoring sales playbooks — stages, required moments, talk tracks, objection responses — consumed by the scorer and the coach.
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PLAYBOOK
ObjectionLibrary
A structured library of sales objections and proven responses, ranked by win rate and surfaced live during calls and coaching.
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REVENUE
DealMomentum
Per-deal momentum score — blends activity cadence, stage progression and call quality into a live health indicator for every opportunity.
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COACHING
RepCoachLoop
Closes the coaching loop — picks the right call moments, drafts feedback, schedules 1:1 reviews and tracks improvement per rep.
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REVENUE
ForecastVision
A live revenue forecast driven by pipeline, momentum and call quality — updated on every activity, not once a quarter.
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BOOKING
BookingWidget
An embeddable restaurant reservation widget with live availability, party-size logic and deposit support — drops into any site with one line.
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VOICE CHANNEL
VoiceHost
A voice gateway that answers the restaurant phone — takes bookings, answers questions, and leaves a full transcript.
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OPS
TableGrid
A live floor plan and reservation ledger — tables, turns, holds, combine rules, and a timeline view the host actually uses during service.
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TRUST
NoShowGuard
Predicts no-show risk per reservation and triggers reminders, deposits, or waitlist promotion before a table goes dark.
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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.
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MENU
MenuPulse
A structured menu service — dishes, allergens, modifiers, prices, 86-ed items — driving the voice host, chat, and printed menus alike.
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OPS
PrepLine
A kitchen load forecaster — turns the reservation timeline and menu mix into a per-station prep plan for the next service.
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REVIEWS
ReviewLoop
Auto-triggers review requests after a meal, aggregates public and private reviews, and feeds sentiment back to the menu and ops layers.
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PORTAL
PatientPortal
A patient-side portal for intake, appointments and secure messaging — HIPAA-minded defaults, multilingual UI, mobile-first.
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INTAKE
IntakeOCR
OCR and structuring service for clinical intake — reads insurance cards, prescriptions, and lab reports into typed fields.
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TRIAGE
SymptomRouter
A clinician-reviewed symptom router — safe triage questions, rule-based escalation, and clear routing to the right specialist or queue.
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COMPLIANCE
PHIVault
Encrypted storage and access gateway for protected health information — field-level encryption, strong audit, strict access scopes.
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COMPLIANCE
ConsentLedger
Captures and records every consent — telehealth, data sharing, AI-assisted triage — with versioned text, timestamp and audit-grade storage.
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OPS
ClinicianQueue
A clinician-side queue with triaged cases, priorities and SLAs — the cockpit where clinical work actually happens.
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MESSAGING
SecureInbox
PHI-aware messaging between patients and clinicians — content stored in PHIVault, strong auth, complete audit trails.
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WORKSPACE
AgentWorkspace
The agent-side cockpit for a real-estate brokerage — listings, buyers, tours, offers and comms, all in a single pane.
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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.
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LISTINGS
ListingForge
Composes rich real-estate listings from MLS data, photos and comps — auto-generates descriptions and exports to channels.
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OFFERS
OfferDesk
Runs the offer-and-counter pipeline — structured offers, tracked negotiations, e-sign integration and audit-grade history.
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MARKET DATA
CompsEngine
Comparable-sales engine — fetches recent comps, weights them and powers the listing forge and offer desk with pricing signal.
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MARKET DATA
GeoPulse
Neighbourhood insight layer — schools, commute, amenities, and sales heat — rendered on listing cards and buyer views.
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COMPLIANCE
SignatureGate
Wraps DocuSign and similar e-sign providers in a clean API — field mapping, reminder cadence, audit trail and state webhooks.
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EVENTS
OpenHouseDesk
Runs open-house events end to end — QR sign-in, tour recording, follow-up and cross-listing upsell.
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STOREFRONT
BoutiqueSite
A fashion-first storefront — editorial layouts, rich media, size guides, and a cart tuned for boutique selling.
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PERSONALISATION
FitProfile
A per-shopper fit profile — measurements, preferences, past fits — used for size guidance and outfit recommendations.
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RECOMMENDATIONS
StyleGraph
A style-aware recommendation engine — learns outfit combinations from the lookbook and shopper fit to suggest relevant buys.
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CONTENT
OutfitStudio
A stylist workspace to compose, photograph and publish outfits — feeds lookbook, product pages and recommendations in one move.
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OPS
ReturnsRadar
Predicts and reduces returns — fit signal, outfit cohesion and post-purchase coaching feed each shopper's next decision.
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MEDIA
LookbookCDN
A fashion-grade media CDN — serves heavy imagery, looks, and video clips with fast variants for every device.
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MERCHANDISING
SeasonalPulse
A seasonality engine — trend signals, weather windows and sell-through trajectories surface what to push next.
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STUDIO
StudioWeb
A web-based podcast studio — guest invites, lossless recording per track, and live chat during the session.
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STUDIO
MobileField
A mobile companion for field recording — lossless capture, offline-tolerant, syncs straight into the studio pipeline.
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CONTENT
ScriptRoom
A transcript-first script workspace — outlines, show notes, chapter markers, and export-ready scripts from the raw recording.
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AUDIO
VoiceForge
Cleans and masters podcast audio — noise suppression, level matching, and consent-gated voice synthesis for pickups.
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AUDIO
BreakSplicer
Marks ad-break points and splices dynamic ads — keeps per-listener inserts clean while preserving chapter and script sync.
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DISTRIBUTION
EpisodeFeed
Publishes episodes as standards-compliant RSS feeds — chapter support, transcript links and per-platform metadata.
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ANALYTICS
ListenAnalytics
Podcast-grade analytics — per-episode drop-off, chapter engagement, geography and platform breakdown, IAB-compliant counts.
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MONETISATION
SponsorSlotter
Matches sponsors to episodes and slots — pricing, pacing, exclusivity and reporting, wired into the splicer.
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CONTENT
ClipFactory
Auto-generates short-form video clips from podcast episodes — captions, waveforms and branded templates, ready for social.
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WORKSPACE
MatterWorkspace
The lawyer-side cockpit — matters, clients, documents, deadlines and billables — linked and searchable in one pane.
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PORTAL
ClientPortal
A client-side portal for a law firm — secure messaging, document review, e-sign and invoice payment on a phone.
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INTAKE
IntakeRouter
Routes new legal intakes to the right practice area — triage questions, conflict checks and jurisdiction filters before anyone calls.
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COMPLIANCE
ConflictScan
Conflict-of-interest scanner — reads prospective clients and parties against the firm's matter history, before a matter is opened.
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LEDGER
MatterLedger
An audit-grade ledger of every matter — parties, documents, deadlines, time entries, fees — immutable once logged.
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CONTENT
ClauseBank
A curated library of legal clauses — versioned, jurisdiction-tagged, and surfaced inline during document drafting.
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BILLING
FeeMeter
Captures billable time and fees per matter — passive tracking, review prompts, and export-ready invoices.
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COMPLIANCE
eSignTray
A legal-grade e-sign inbox — documents in flight, signer status, reminders, and audit trails per matter.
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COMPLIANCE
CourtPulse
Monitors court dockets and filings relevant to the firm's matters — alerts, docket history and deadline sync.
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APP
ClientApp
The client-side mobile app — today's workout, video guidance, logging, and a direct thread with the coach.
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WORKSPACE
CoachConsole
The coach-side dashboard — clients, plans, check-ins, and progress — all linked and searchable in one console.
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PLANS
WorkoutGraph
The training-plan engine — exercises, progressions, per-client adaptation and long-term periodisation.
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SESSION
SessionFlow
Runs the live workout — timers, set prompts, auto-progression — and logs to the plan and body-comp systems.
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PROGRESS
BodyCompLog
Tracks body composition, measurements and progress photos — turns them into a clean trend feed for plan adaptation.
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NUTRITION
NutritionLoop
A lightweight nutrition loop — targets, quick logging, check-ins — that nudges without becoming a food diary.
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COMMUNITY
CommunityPulse
Optional per-coach community space — supportive, coach-moderated, with opt-in progress sharing and milestone highlights.
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CONTENT
ProgressReel
Auto-generated, consent-gated progress summaries — a shareable reel that turns months of logs into a clean before/after.
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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.
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VOICE CHANNEL
VoicePersona
A persona bank of realistic multilingual voices with live A/B assignment — so every call uses a voice matched to the contact's language, region and prior engagement.
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MESSAGING
CareCaster
A production-grade messaging service — WhatsApp and SMS — that delivers short, templated outbound touches with consent-aware dispatch and short-link tracking.
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ORCHESTRATION
CadenceConductor
The planner that decides, per contact, what touch comes next — voice, WhatsApp, SMS, nothing — based on prior response, pickup window and consent state.
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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.
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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.
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TIMING
PickupWindow
A per-contact timing model that learns which days and hours a given contact actually picks up the phone — so calls are placed when they are welcome.
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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.
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EVENTS
WebinarDesk
The webinar registry — topic, faculty, clinical track, Zoom link, capacity, sponsor — shared by the agent, the matcher and the reporting dashboards.
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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.
POST /v1/query
str
query
obj
session
GPT-4o · Claude 3.7
prompt
str
stream
tokens
Pinecone · 1.2M vec
query
str
arr
context
Safety · Format · Cost
model
stream
stream
pass
rag
arr
SSE · Webhook
tokens
stream
COMPATIBLE WITH THE MODERN AI ECOSYSTEM
- OpenAI
- Anthropic
- Mistral
- Cohere
- Hugging Face
- Vercel
- Supabase
- Stripe
- Twilio
- Postgres
- Redis
- n8n
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.
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01
Lost time vs. growing competition
Months spent wiring infrastructure are months your competitors use to capture the market.
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02
Slow adaptation to new trends
Models, tooling and customer expectations move weekly. Hand-built stacks struggle to keep up.
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03
Dependency on R&D talent
Your roadmap is bottlenecked by the speed and seniority of the engineers you can actually hire.
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04
High cost to reach real ROI
Burn accumulates long before the product touches a paying customer or proves a hypothesis.
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05
Per-client custom adaptation
Every enterprise wants something unique. Manual customisation kills your unit economics.
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06
Constant ops, support, monitoring
Once live, the system needs round-the-clock observability that nobody on the team wants to own.
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.
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01
Lego-grade composition
Production-ready building blocks snap together. Development speed your competitors cannot match by hiring more engineers.
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02
A flexible, evolving standard
A unified configuration system designed for constant change — extend, swap, override without breaking what works.
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03
No senior engineers required
Operators and product managers compose products directly. Specialist hires become a choice, not a blocker.
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04
Flexible pricing & WhiteLabel
Subscription tiers for any budget plus a WhiteLabel certificate to ship under your own brand from day one.
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05
Instant adaptation, dynamic testing
Reconfigure flows in minutes. Validate hypotheses on real users before you invest in custom code.
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06
Auto-updates & 24/7 AI monitoring
Continuous component upgrades and round-the-clock smoke tests keep every deployment honest while you sleep.
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.
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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 -
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 -
03
Assemble your product
Compose the entire experience without writing code. Every component is opinionated and battle-tested.
FIG. 4.A.3 — ASSEMBLY GRAPH -
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 -
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 -
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
Start composing your AI product today.
Two plans for teams at different stages. Every subscription ships with a WhiteLabel certificate from day one and a dedicated onboarding consultation.
AIM Growth
For scale-ups running multiple AI products in production with compliance and uptime obligations.
$2.5K
- Full microservice library + custom extensions
- WhiteLabel across multiple brands and domains
- Private cloud deploy (AWS · GCP · Azure)
- SSO with SAML 2.0 and SCIM provisioning
- Role-based access control + audit logs
- 99.9% SLA with priority 8×5 support
- Dedicated solutions engineer
AIM Enterprise
For regulated industries and global organisations deploying mission-critical AI products.
Custom
- Everything in AIM Growth
- On-premise / air-gapped deployment option
- SOC 2 Type II · ISO 27001 · HIPAA · GDPR
- Dedicated security review + pentest credits
- 99.99% SLA with 24/7 named response team
- Named customer success + solutions team
- Quarterly executive roadmap review
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.
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6.1
Component registry
A versioned catalogue of production-ready microservices. Every block ships with config, docs and tests.
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6.2
Visual composition layer
Drag, configure, preview. The editor renders the exact runtime — what you see is what your users get.
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6.3
AIM API overrides
When defaults aren't enough, override any component behaviour through a single, consistent API surface.
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6.4
WhiteLabel theming
Typography, palette, motion and copy — every surface is themable down to the component level.
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6.5
One-click deploy
Push to Git, deploy to AIM hosting or your own infrastructure in a single click. Reversible by design.
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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.
Book a 30-minute consultation with our founders. WhiteLabel from day one. Investor materials available on request.
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