KNOWLEDGE GRAPHS & ONTOLOGIES
A connected view of your business.
Turn scattered information into a structured model of the people, processes, systems and relationships that matter.
We design ontologies and build knowledge graphs to help you explore business dependencies, connect data and make knowledge usable by people and AI.
Explore the offering
Standalone or integrated knowledge engineering · From a defined domain to an evolving business representation.
ILLUSTRATIVE BUSINESS KNOWLEDGE GRAPH
Client
signs
Contract
Team
covers
delivers
Service
System
uses
follows
Procedure
Connect business entities through explicit relationships. The model and its data are defined around the business questions you need to answer.
01 / WHAT WE CAN DEVELOP
Workflow automation & integrations
Your team copies the same information between systems, chases updates or repeats the same administrative steps.
What we can build
Workflows that respond to events, apply agreed rules, synchronize records and route work to the right people.
Applications
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Capture website inquiries in your CRM and create follow-up tasks.
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Coordinate onboarding checklists and internal approvals.
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Transfer approved record changes between connected tools.
How it helps
Less repeated data entry and clearer view of what needs to happen next.
ILLUSTRATIVE APPLICATION
From inquiry to follow-up
A new inquiry arrives
Create or update the CRM record
Assign a follow-up task
Prepare an acknowledgement
Available interfaces, access permissions and exceptions are assessed before implementation.
02 / WHAT WE CAN DEVELOP
AI document processing
Useful information arrives in PDFs, attachments and messages that someone must read, copy, check and organize.
What we can build
Document workflows that extract selected fields, classify content, apply validation rules and prepare information for review or transfer.
ILLUSTRATIVE APPLICATION
From document to data
Receive a document
Extract fields and apply checks
Applications
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Extract invoice details and flag missing fields.
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Classify incoming requests and route them to the right person.
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Organize approved documents information in a business system.
How it helps
Less manual transcript and consistent route for reviewing incomplete or uncertain information.
Review exceptions or unvertain values
Transfer approved information
Representative documents are used to assess extraction quality. Uncertain results can be routed to human review.
03 / WHAT WE CAN DEVELOP
AI agents
Completing one task means gathering information from several systems and deciding which steps to take next
What we can build
Task-focused assistants that retrieve information, choose among permitted tools and prepare or perform actions within agreed boundaries.
Applications
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Check CRM records and outstanding invoices, then prepare a follow-up.
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Gather task updates and draft internal status reports.
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Help staff handle requests that require information from several tools.
How it helps
ILLUSTRATIVE APPLICATION
An assistant preparing a follow-up
Ask for a customer follow-up
Check CRM and invoice information
Draft the message and action plan
Request approval before sending
Access, permitted actions and approval steps are defined explicitly. Agents are suited to bounded tasks and need testing and monitoring.
Less switching between systems, with the relevant context brought together for the task.
04 / WHAT WE CAN DEVELOP
Chatbots & knowledge assistants
Customers repeat the same questions, while employees spend time searching documents or asking colleagues for information.
What we can build
Conversational assistants connected to selected, maintained content & knowledge bases, with source references and a route to a person when needed.
Applications
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Answer website service questions and capture inquiry.
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Help employees find procedures and policies with source references.
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Guide users to relevant information and hand unresolved questions to a person.
How it helps
ILLUSTRATIVE APPLICATION
A grounded internal knowledge assistant
A user asks a question
Search the approved knowledge base
Answer with relevant source references
Hand off if the answer is not supported
Answer quality depends on the available content. Permissions, source updates and fallback behavior are part of the design.
Easier access to business information and less repetitive searching or answering.
ONE PROCESS, SEVERAL CAPABILITIES
The right combination for the task.
You don't need to decide whether you need a chatbot, an agent or an automation before talking to us.
A chatbot can collect an inquiry, document processing can extract information from an attachment, and an automation workflow can create the CRM record and assign the new task. An agent may help when the next step requires interpreting context and using several tools.
During analysis, we assess the process, data, integration options and required human oversight. We find the most suitable solution for your business.