Live platform
Education
Interactive learning with Maya—multimodal AI tutoring across text, image, drawing, voice, and video.
Maya · Interactive Learning
AI platform solutions · Multi-industry · AWS-native
Intelligent platforms for every industry
ACM Platforms builds production-ready AI solutions—each live industry platform runs independently with its own accounts and data. Explore demos on learn.acmplatforms.ai and stock-analysis.acmplatforms.ai, or talk with us about enterprise integrations that unify multiple solutions.
Live platform demos
Live platform
Financial Services
Market intelligence and on-demand AI stock research—pre-market watchlists and session trending analysis.
Stock Analysis
Solutions by industry
A shared ACM reference architecture—each industry ships as its own platform with separate sign-in, billing, and data. Two platforms are live today; more verticals launching soon.
Live
Education
Interactive learning with Maya—multimodal AI tutoring across text, image, drawing, voice, and video.
Maya · Interactive LearningLive
Financial Services
Market intelligence and on-demand AI stock research—pre-market watchlists and session trending analysis.
Stock AnalysisComing soon
Personal AI Assistant
Context-aware assistants that follow you across devices, tasks, and modalities.
Join waitlist via contact
Coming soon
Healthcare & Life Sciences
Clinical documentation, patient engagement, and research workflows with governed AI.
Join waitlist via contact
Coming soon
Media & Entertainment
Content intelligence, localization, and creative production pipelines powered by multimodal AI.
Join waitlist via contact
Coming soon
Retail & E-commerce
Personalized shopping, visual search, and agentic customer support at scale.
Join waitlist via contact
Coming soon
Manufacturing
Predictive maintenance, quality inspection, and operator copilots on the factory floor.
Join waitlist via contact
Coming soon
Farming & AgTech
Crop monitoring, yield forecasting, and field decision support from sensor and image data.
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Coming soon
Real Estate
Property intelligence, virtual staging, and transaction workflows with document-aware AI.
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Coming soon
More industries
Custom AI platforms for logistics, energy, public sector, and any domain that benefits from intelligent automation.
Join waitlist via contact
Why organizations choose ACM
Point solutions break when workflows span documents, voice, video, and structured data. ACM reuses a common multimodal architecture—each industry product deploys separately; enterprise and white-label programs can combine multiple solutions with centralized user management and shared context policies.
Platform advantage
Ship faster with pre-built vertical accelerators on AWS—Bedrock models, AgentCore orchestration, and enterprise security controls—instead of stitching together one-off chatbots.
10+
Industry verticals on the roadmap—two live platforms today.
Shared AI platform architecture
Live industry platforms are independent deployments. They are built from the same reference stack—multimodal ingestion, intelligent routing, agent orchestration, and governed outputs—configured per vertical.
1
Multimodal inputs
- Text: chat, documents, APIs, structured data
- Vision: images, scans, diagrams, video frames
- Draw: sketch pad → PNG → vision pipeline
- Voice: speech-to-text and synthesis
- Video: streams with adaptive frame sampling
2
Platform orchestration
- Multimodal router (rules + LLM classification)
- AgentCore: agents, tools, and policy guardrails
- Model routing by task complexity and latency
3
AI & domain layer
- Bedrock foundation and vision models
- Industry-specific agents and workflows
- Memory, retrieval, and session state
- Integrations with systems of record
4
Governed outputs
- Formatted responses and reports
- Annotations, dashboards, and alerts
- Voice and multimodal replies
- Audit logs and analytics exports
One reference architecture, many independent industry platforms—cross-modal memory within each product by default. Enterprise and white-label deployments can optionally unify IAM, recall context across modalities and sessions, and centralize user management across multiple ACM solutions.
Core platform capabilities
Engineered once, deployed per industry—each live platform is a separate product with its own accounts and data. Enterprise engagements can unify multiple solutions when you need centralized IAM and cross-platform context.
Multimodal intelligence
Text, vision, speech, video, and structured data in one pipeline—native routing, not bolted-on chat.
Agent orchestration
Tool use, workflows, and policy guardrails via AWS AgentCore—complex tasks decomposed safely.
Cross-session memory
Within each platform, embeddings and session state persist context whether users type, speak, upload, or stream—scoped to that product's workspace.
Enterprise security
TLS, optional CMK, configurable retention, and audit trails on every deployment. SSO/SAML/OIDC and centralized IAM are available for enterprise and white-label integrations—not bundled across live self-serve products by default.
Vertical accelerators
Pre-built UX and domain logic for education, capital markets, and upcoming sectors.
APIs & integrations
Webhooks, LMS/CRM hooks, and developer APIs to embed AI into existing systems of record.
Context that persists across modalities
Within a single platform workspace, upload a document → ask a follow-up by voice → refine in chat. Memory stays inside that product—critical for tutoring, research, and analyst workflows alike.
- Step 1
Ingest
- Step 2
Reason
- Step 3
Respond
- Step 4
Remember
Platform scenarios in production
Education · Maya tutor
Maya delivers multimodal tutoring on the live Interactive Learning platform—text, image, drawing, voice, and video in one workspace. Accounts and sessions are separate from Stock Analysis.
Learn moreFinancial services · Stock analysis
- •Pre-market watchlist surfaces planning candidates
- •Post-bell trending list with up to 90 days history
- •On-demand AI research on any ticker after sign-in
- •Calendar navigation across session archives
Healthcare (roadmap)
- •Clinical note drafting with human-in-the-loop review
- •Patient-friendly summaries in multiple languages
- •Image-assisted triage with governed retention
- •EHR-adjacent integrations via secure APIs
Personal assistant (roadmap)
- •Unified task memory across calendar, email, and chat
- •Voice-first briefings with visual fallbacks
- •Tool use for bookings, search, and reminders
- •Privacy controls per device and workspace
What each ACM platform is built with
- Multimodal ingestion router with LLM-assisted classification.
- Agent orchestration, tool use, and policy guardrails.
- Session and semantic memory with configurable retention.
- Real-time analytics: engagement, modality mix, outcomes.
- 100+ languages in text; 50+ in voice workflows (configurable).
- Accessibility-first UI patterns and WCAG-aligned components.
Built for serious workloads
"Maya meets students where they are—photo, voice, or sketch—and keeps the thread coherent."
Education
"Pre-market lists plus on-demand research give our analysts a consistent AI layer over market data."
Financial services
"We needed one vendor for multimodal AI, not a separate stack per modality. ACM ships independent industry platforms—and can integrate them when we scope enterprise IAM."
Multi-vertical
2
Live industry platforms today—Education and Financial Services.
5×
Native input channels in the core stack—not siloed chatbots.
AWS
Bedrock, AgentCore, and enterprise-grade cloud deployment.
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Engagement models
Industry pilots and enterprise platform licenses are scoped on this site. Self-serve education plans live on the Interactive Learning platform.
Interactive Learning
Self-serve
Free, monthly, yearly, and classroom plans on learn.acmplatforms.ai.
View education plansIndustry pilot
Custom
Scoped proof-of-concept for your vertical with ACM architects.
View engagement modelsEnterprise platform
Custom
Optional multi-product integration: centralized IAM, cross-modal memory policies, SLAs, data residency, and white-label.
View engagement modelsReady to deploy AI in your industry?
Launch a live demo, explore the platform architecture, or talk with our team about a vertical pilot tailored to your workflows and compliance needs.