Amorphic Data Platform2026-10-30T13:04:22+00:00
Amorphic Data Platform

When the data foundation is right,
everything built on top of it works.

Amorphic is the governed data foundation for public sector agencies. It deploys into your own AWS account,
orchestrates more than 80 native AWS services into one coherent platform, and gives every program one foundation to build on.

Three-Layer Architecture

⭐ Three-Layer Architecture — Mobile

Built for Public Sector Modernization

01

Built for agencies without cloud infrastructure teams

Cloudwick builds and operates the foundation. Agencies get the platform without the headcount to maintain it.

02

Start with one use case. Scale effortlessly

Pick the highest-pain problem first. Each subsequent use case inherits the foundation rather than commissioning a new data project.

03

Compliance controls built in from the start

HIPAA, NIST, and other framework controls are platform defaults, not add-ons configured after deployment.

04

Consolidation funds the investment

Amorphic consolidates the data integration, catalog, governance, entity resolution, and analytics tools agencies currently manage separately. Savings from that consolidation fund the foundation.

In one deployment, a state emergency medical services agency estimated $35 million in savings over five years.

Platform Capabilities

A data lake is a place analysts query; a shared data foundation is a platform applications build on, analysts trust, and teams interact with confidently. The capabilities below show where that line falls.

What Makes Data Trustworthy

Batch, CDC, JDBC, and file ingestion through governed pipelines for both structured and unstructured data. All ingested data is profiled and cataloged at entry.

Three stages from Bronze (raw) to Silver (standardized) to Gold (certified). Metrics locked and quality enforced before data reaches any consumer.

Every dataset searchable with business definitions, ownership, and usage history attached. Every transformation traced from source to consumption.

Fine-grained policies on every dataset, with encryption and classification enforced at the platform level.

What Makes It Buildable-On

Choose the right storage of every workload

Lakehouse, OLTP, NoSQL, and vector storage. Each workload uses the engine it requires.

Data services applications actually build on

Governed APIs let applications consume and contribute data without directly touching legacy systems.

Entity resolution that runs through the foundation

Records across source systems are linked and resolved within the foundation, not through a separate MDM tool.

Change the rules without touching data

Business logic lives in a dedicated layer between data and applications. When policy changes, only the rules update. The data underneath and applications above stay untouched.

Governed AI.
Right model at the right place

Traditional ML handles matching and classification where explainability matters. GenAI assists with discovery and natural language interfaces, not where audit trail is non-negotiable.

Your Data, Your Account

Every SaaS platform puts your data in a vendor-managed environment. Amorphic deploys in yours. You own the data plane, the encryption keys, and every access control from day one.

Data sits in open formats, readable by any tool, with no dependency on Amorphic’s schema to access it

New platform capabilities reach you without new procurement cycles or re-implementation

Amorphic is delivered as an AWS Partner solution, aligned to your existing AWS agreement and procurement path

The platform is opinionated about how data is managed. Your agency decides how it is used

MDM Built In, Not Bolted On

Accurate entity resolution is the outcome of a well-prepared foundation, not a separate tool you bolt on afterward.

Data is prepared before matching runs

Records are profiled, classified, and governed before matching logic executes, so accuracy reflects clean input rather than an algorithm working against ungoverned data.

The result is a living reference, not a frozen record

The MDM spine maintains relationships across records rather than locking everything into one static view. Each use case draws from the same underlying data.

Human judgment is part of the workflow

Low-confidence cases route to human stewards for review. Match logic is explainable: anyone can see why two records were linked or kept separate.

The right AI, not AI everywhere

Traditional ML handles matching, scoring, and classification. GenAI is available for discovery and mapping assistance where agencies choose to enable it.

Frequently Asked Questions

Is this just a data lake with a medallion pattern?2026-10-26T11:47:16+00:00

No. The medallion pattern handles curation; it does not make a platform applications can build on. Amorphic adds fit-for-purpose storage, governed data services, and entity resolution on top of the lakehouse. Those make it buildable-on, not just queryable.

How is this different from building on AWS services directly?2026-10-26T11:47:38+00:00

Amorphic orchestrates more than 80 AWS services into a governed foundation with prescriptive architecture built in. Building the same thing from scratch requires thousands of architectural decisions and a dedicated platform team to maintain it. Amorphic encodes governance and quality as defaults so everything built on it inherits them.

Does deploying Amorphic require replacing existing systems?2026-10-26T11:48:03+00:00

No. Amorphic deploys alongside existing systems, which remain the systems of record at deployment. The foundation ingests from those systems, governs the data, and serves it in trusted form to whatever consumes it. New applications build on the foundation rather than creating their own data layers.

Who manages the infrastructure, and are we locked in?2026-10-26T11:48:46+00:00

The platform deploys into the agency’s own AWS account, so the agency retains full ownership of infrastructure, data, and access controls. Cloudwick builds and operates the foundation, handling deployments, updates, and incident response. Because it runs in your account on infrastructure-as-code and open formats, you are not locked in: you can bring operations in-house or move to another operator, with documented runbooks.

Does the platform handle compliance with HIPAA, NIST, or other frameworks?2026-10-26T11:49:25+00:00

Amorphic provides the technical controls that support HIPAA, NIST, and other frameworks: access control, encryption, classification, audit logging, and monitoring. Compliance also requires organizational policies, stewardship, and control documentation. The platform provides the technical layer; the agency operates the governance.

See it before you decide.

We walk through a working deployment in 30 minutes: ingestion, governance, entity resolution, and governed data in production.

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