Turn complex documents into reliable intelligence.
Agentica Oracle transforms contracts, policies, resolutions, technical documentation and other document-heavy knowledge into an auditable intelligence layer your team can actually work with.
The problem worth naming
In document-heavy organisations, critical knowledge rarely lives in one place. It is distributed across contracts, amendments, board resolutions, annexes, regulatory documents, technical files and years of accumulated documentation.
01Find evidence
Identify the documents that contain the answer.
Contracts, amendments, resolutions, annexes and technical documents relevant to the question.
02Understand what changed
See how the position moved over time.
Amendments, superseding resolutions and revised annexes are read in order, so you see what the latest document actually changed — and what it left in force.
03Know what applies
Get the answer that holds today.
The current state is rebuilt from everything still in force, each point traced to the clause it comes from, so the answer can be checked.
Standard RAG helps you find relevant passages. Oracle goes further. It reconstructs the underlying state of knowledge described by those documents.
The difference
From document search to document intelligence.
From finding documents to understanding how they connect, change, and apply.
Most AI document tools answer:
What does this document say?
Oracle is designed to answer
- What applies now?
- What changed, and which document introduced it?
- Do these documents contradict each other?
- What was true at a specific point in time?
- Which obligations are still active?
- What is missing or cannot be established?
Oracle combines semantic retrieval with a knowledge graph that models the real entities, relationships, obligations, events and document dependencies relevant to your domain.
The result is not another layer of search. It is a structured, traceable model of the business reality represented by your documents.
Know what governs now
Know what governs now
A master agreement can be modified by an amendment. A resolution can revoke an earlier decision. Oracle maps these relationships automatically — amends, supersedes, revokes, incorporates, alters — and reconstructs the chain of changes behind a conclusion.
01Original
Master Agreement — 30-day notice period
02AMENDMENT No. 2 · 15 MAY 2026
Notice period changed to 90 days
03CURRENT STATE
Notice period: 90 days
Oracle maps those relationships automatically:
Semantic comparison
One intelligence layer, five ways to reach the same evidence
01
Compare documents by meaning, not only text
Traditional diffing works when two versions are nearly identical. Oracle compares at the level of meaning — provisions that materially changed, obligations added or removed, differences hidden behind rewritten language.
Liability capped at 1x annual fees- Liability capped at 3x annual fees
- Indemnification clause unchanged
02
Detect conflicts before they become decisions
When a conflict can be resolved from relationships or chronology, Oracle explains which information applies and why. When the evidence doesn't support a reliable conclusion, it says so — rather than guessing.
Conflict
Policy v3 (2024) states a 60-day retention period; Policy v4 (2026) states 90 days. No supersession clause found — flagged for review
03
Reconstruct the full timeline
Oracle orders every change by the date it took effect and the document it came from — so you can see what applied at any point, and how it came to apply.
- Jan 2025
- Sep 2025
- May 2026
04
Ask your entire document base
A conversational interface for complex questions across large collections — no need to know where a file is stored. Every answer carries its source, page, passage and confidence.
05
Turn analysis into complete work products
Your organisation defines the structure of the report; Oracle completes the relevant sections from the underlying documents — a structured draft ready for expert review.
- Executive summary
- drafted
- Key obligations & risks
- drafted
- Open conflicts
- flagged
- Source appendix
- generated
Where Oracle applies
One document base. Many workflows.
Contract Intelligence
Understand entire contract families rather than individual PDFs — amendments, obligations, renewal terms, termination rights, changes over time.
Legal & Corporate Knowledge
Connect resolutions, board materials, governance documents and historical decisions into a single traceable knowledge model.
Due Diligence
Analyse legal, investment, technical and corporate materials and automatically produce structured, source-backed reports.
Regulatory & Compliance Intelligence
Compare policies and regulations to identify inconsistencies, changing requirements and potential compliance gaps.
Investment & Project Documentation
Extract relationships between assets, permits, agreements, financing documents and project risks.
Technical & Operational Documentation
Transform complex documentation into a structured representation of assets, requirements, dependencies and decisions.
Built for your domain
Built around your domain, not a generic schema.
Oracle doesn't impose one universal data model. For each domain, we configure the concepts and relationships the system should understand.
Corporate documents
Infrastructure & investment
Process
How Oracle works.
01Connect your document sources
Repositories, cloud storage, shared drives, internal systems or direct uploads — no reorganising required.
02Parse and understand
PDFs, DOCX and scanned documents. Text, tables, entities, dates and relationships are extracted; critical fields like dates and identifiers use deterministic methods, not just a language model.
03Build the evidence graph
A hybrid layer combining semantic vector search with a graph of documents, entities, facts and relationships — provenance and confidence retained for review.
04Reconstruct relationships and change
Document families, amendment chains, supersession relationships and effective dates required to know what currently applies.
05Reason over the evidence
Semantic retrieval, structured graph queries, multi-step reasoning or temporal analysis — the strategy adapts to the question.
06Deliver the result
Conversational search, document comparison, structured reports, an API, or your own internal systems.
Provenance
Every conclusion should be explainable.
Enterprise AI becomes useful when users can verify it. Important conclusions can be traced end to end — more than a citation at the bottom of a paragraph, a path back to the evidence itself.
01Answer
What's stated
02Fact
Underlying fact or provision
03Relationships
Supporting relationships
04Source
Source document
05Location
Page and passage
Restraint by design
AI should know when not to answer
In legal, investment, compliance and operational decisions, a confident but unsupported answer can be worse than no answer at all.
- Incomplete document chains
- Uncertain extractions
- Missing information
- Unreadable files
- Unresolved conflicts
- Inconsistencies requiring expert review
Infrastructure
Your models. Your infrastructure. Your data.
Model-agnostic
Works with commercial providers, OpenAI-compatible services, Anthropic, Amazon Bedrock, or models running inside your own infrastructure. Changing the model doesn't mean rebuilding the product.
Deployable in your environment
Depending on your requirements, Oracle can be deployed inside your own environment for control over sensitive documents, security and cost.
Integrates where you work
Exposed through a web interface, internal applications, APIs, AI agents, document workflows or reporting systems — not locked in a standalone tool.
Getting started
Start with one high-value workflow.
Oracle does not require an organisation-wide transformation to demonstrate value. A typical deployment starts with one clearly defined document set and one high-value workflow.
100 contracts
reconstruct current obligations and amendment history
Investment data room
generate a due diligence report
Corporate document repository
answer governance questions with citations
Policies and regulations
identify conflicts and changes
Your organisation already has the information. Oracle turns it into intelligence for better decisions.
Compare what changed. • Resolve what conflicts. • Reconstruct what applies now. • Generate the work that comes next.