Start with ontology-based agents for the work that matters.

Connect data and business context through one ontology.

Hopfia analyzes your existing data and workflows, builds the ontology, and starts with a pilot agent before scaling to your needs. Pricing is shaped by the platform scope and agent usage.

Hopfia connects existing data and operating rules through ontology-based business context, then designs the scope needed for a pilot. As your work expands, your agents and usage can expand with it.

AI Adoption economics framework

As agents scale, the value of ontology reuse grows.

Once an ontology is established for a business domain, new agents can reuse its data, relationships, and operating rules. This reduces the time and duplicated effort required to expand compared with building each agent from scratch.

Conceptual view of adoption economics as agents scale

Expected value from workflow expansionExpected reduction in duplicated build effortCumulative cost of building agents separately

Actual cost and outcomes vary by data scope, workflow scope, and pilot conditions.

01 / ONTOLOGY FOUNDATION

Ontology foundation for each business domain

Connect data, systems, operating rules, and relationships through a domain ontology that creates a shared foundation for multiple agents.

Connect existing data and systems
Build entities, relationships, and rules into the ontology
Manage permissions, approvals, and execution records
Business context multiple agents can reuse

02 / PILOT WORKFLOW

First workflow and pilot agent

Select the first workflow in Hopfia Core or Hopfia Finance, connect its data and ontology scope, and begin with a pilot agent.

Select Hopfia Core or Hopfia Finance
Define the priority workflow and pilot scope
Confirm connected data and ontology scope
Set pilot outcomes and expansion conditions

03 / REUSE AND EXPANSION

Economics of reuse and expansion

Subsequent agents reuse the ontology and business context established for the first agent, reducing duplicated connection and review work.

Reuse existing ontology and business context
Confirm the scope of additional agents
Reduce repeated connection, permission, and evaluation work
Expand to the next workflow based on actual outcomes

Build the ontology once so multiple agents can share it.

Connect data, systems, and operating rules through a domain ontology to create a shared foundation.

Start a pilot in the first workflow.

Choose a priority workflow in Hopfia Core or Hopfia Finance, then connect the data and business context it needs.

Expand the next agent faster.

Reuse the existing ontology and business context to reduce duplicated setup and expand into more workflows.

Build the ontology once. Expand into the next workflow.

01Define the domain data, systems, and ontology scope.
02Define the work the first pilot agent will perform and the outcomes to review.
03Expand into the next workflows and agents by reusing the ontology already built.

From data analysis to a pilot agent in days.

Hopfia connects existing data analysis and ontology construction to a pilot agent for real business work.

Contact Hopfia

Choose a pilot review, guide, briefing, assessment, or demo.