HASH - a workspace for structured knowledge.

3 min read Original article ↗
AI you can trust

Integrate data

Improve decisions

Optimize & automate processes

HASH enables advanced AI with a governance-first approach, for safety-critical, and high-confidence applications

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See HASH in action (2:47)

Step 1
Create a HASH web

Integrate all your informationAutomatically update, clean and structure data in a self-maintaining knowledge graph

from files, docs, and notes

from emails, calls, and chats

HASH webs

Are private self-building
knowledge graphs

from databases/warehouses

from the world wide web

Entities automatically created and enriched on load

Automatically in the background

Monitor the web and automate keeping data up-to-date

from other HASH webs

Share specific data safely between knowledge graphs and organizations

Subscribe to free public or paid proprietary data in other webs, and optionally even publish your own

Step 2
Processes and decisions

Optimize and automate processes

Image of a decision logging tool

Map processes
without the overhead cost

Passively mine processes and optionally auto-ask questions to gather additional context when human decisions and actions are taken that differ from predicted or recommended norms.

“HASH is like having a team of expensive consultants deployed in the field 24/7, asking the right questions... all without bothering staff.”

Improve decision-making
where it's needed the most

Train AI models and benefit from AI-powered recommendations that optimize any step of any process in your business

Save time and money
with automation and agentic AI

Automate whole processes or specific steps within them using HASH integrations and powerful agentic AI.

“Before HASH came along, building AI agents that worked reliably was a painful process. Now we specify our goals and constraints and it couldn’t be simpler.”

Enables

Robotic Process Automation

Step 3
Knowledge graph

Supercharge AI with full contextProvide internal and external AI applications with secure, permissioned access to only the information that users are supposed to see accelerating AI adoption while putting governance and confidence first

Connect to third-party AI assistants

Give ChatGPT, Copilot, Claude and other third-party AI assistants access to realtime information from across your business

Any service connected to HASH becomes queryable by these AI assistants

Original data access permissions and privacy can be safely preserved

Internal apps, dashboards and AI

Provide homegrown/custom services with context

Best-in-class graph-based RAG: Retrieval Augmented Generation

Chat directly in HASH

Ask questions and get answers with full linked sources and provenance

Features

As a platform for powering next-generation AI, HASH’s feature-set is unique and unmatched.

HASH is the result of 6+ years continuous development, and is actively used by multi-billion dollar a year enterprises in safety-critical contexts.

Data is private, unless you choose to share it. You can also publish information publicly to the internet.

Easily capture access rules. Restrict access to information on a cell-level to authorized users only.

Available under a fully open-source license. No BSL BS, Elastic evasion, or proprietary license headaches.

A globally connected knowledge graph. Share and interlink with others.

View your web as it existed at any point in time, and retrieve old data.

See where information came from, who modified it, and how it evolved.

Because data is “typed” it can be synced in and out of the existing apps, tools and databases you already use.

Many information sources can be synced in realtime, ensuring always up-to-date access to data.

HASH’s composable type system allows the integrity of data to be guaranteed, improving AI accuracy.

Curious about how HASH works?

Learn about our unique approach