Document Intelligence & Enterprise Knowledge
Extract, organize, search and use enterprise documents with traceable AI assistance.
Definition
Make enterprise documents easier to find, understand and act on.
In brief: Document intelligence is the automated extraction, classification, comparison and summarization of information held in documents. OB360 builds workflows that turn PDFs and other business content into usable knowledge, with traceable source references, access-aware answers and integration with downstream processes.
Document-heavy teams spend significant time searching, comparing, extracting and interpreting information. OB360 engineers document intelligence workflows that turn PDFs and other business content into useful knowledge, with traceable source references and appropriate access boundaries. Approaches may combine document parsing, semantic or hybrid retrieval, RAG and integration with downstream processes.
Problems
Designed around your business
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Architecture before tools
We define the business workflow, constraints and right level of AI before choosing implementation patterns.
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Engineering accountability
Our work spans concept, integration, software delivery and handover.
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Controlled enterprise AI
We design with boundaries, permissions, human review and evaluation in mind.
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Specialist depth
Agents, graph intelligence, document AI, applied ML and cloud-native engineering can be combined when the problem requires them.
Who it is for
Where this service fits
- Enterprise leaders planning practical AI adoption.
- Software and product teams extending existing applications.
- Business and engineering teams connecting workflows, knowledge and systems.
Use cases
An illustrative business scenario
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A possible engagement
Legal operations need to interpret changing billing guidelines; certification sales teams need to pull technical specifications from customer-submitted documents; employees need answers from approved knowledge sources.
Related case studies
- AI-Powered Legal Billing Compliance Automation (delivered client engagement)
- AI Document Intelligence for Product Quotation Preparation (solution design and pilot)
- Enterprise Knowledge Retrieval and Workflow Automation (delivered client engagement)
Approach
From requirements to delivery
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Understand
Agree the business problem, users, existing systems and constraints.
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Design
Choose the architecture, data boundaries and appropriate human oversight.
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Engineer
Implement the agreed scope with testing and integration.
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Enable
Share implementation knowledge and agree operational next steps.
Technology
Typical scope
- Document ingestion
- OCR/extraction where required
- RAG and hybrid search
- Knowledge assistants
- Citations and access-aware responses
- Workflow integration
Delivery
Delivery model
Engagement scope, team structure and delivery priorities are agreed around your business needs.
Specific deliverables and implementation boundaries depend on the agreed engagement.
What to expect from an engagement
Document ingestion and indexing workflow, extraction/retrieval logic, AI-assisted interface, citation strategy, access controls and process integrations.
Questions
Questions about this service
Can the system show where an answer came from?
The solution can be designed to retain and present source references, subject to source quality, access permissions and evaluation of the answers.
Can this work connect to our existing software?
OB360 can integrate AI capabilities with existing applications, data and APIs, with access boundaries defined for the engagement.
How do we start?
Discuss your workflow and constraints with OB360 to agree the relevant discovery and engineering scope.
What is document intelligence used for?
Typical uses are checking documents against guidelines, extracting specifications from technical files, completing structured forms from unstructured content and answering staff questions from approved knowledge sources with citations.
What results has OB360 delivered with document intelligence?
In a delivered legal billing compliance engagement, OB360 replaced keyword rules with AI guideline and invoice analysis. Reported results were 5x compliance accuracy, 10x processing speed and onboarding reduced from months to hours.
Next steps
Related services
Explore complementary consulting and engineering services for your initiative.
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Agentic AI Consulting & Strategy
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Custom AI Solution & Product Engineering
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Forward Deployed Engineering
Embed experienced AI architects and engineers within client delivery teams.
Explore Document Intelligence
Tell us about your business workflow, users and existing systems. We will discuss the architecture, engineering support and next steps that fit your needs.