From Raw Text to a Living Knowledge Graph
Define your schema. Upload your data. Let AI extract entities, relations, and events — then watch your knowledge graph grow with every new input. Human-controlled. Domain-adaptive. Dashboard-managed.
app.giraffegraph.io/projects/breaking-bad/graphNode Types
Relations
→ BETRAYS
Character → Character
→ OWES_TO
Character → Character
→ KNOWS_ABOUT
Character → Secret
Powering knowledge workflows for teams at
The Challenge
Your data has structure. You just can't see it yet.
- ✕Transcripts and scripts are trapped in unstructured text
- ✕No way to query relationships between characters or entities
- ✕Static text can't capture how things change over time
- ✕Manual knowledge management doesn't scale past a few episodes
The Solution
A living graph that grows with your data.
- ✓Schema-driven extraction aligned to your exact domain model
- ✓Query characters, events and relationships by name or property
- ✓Versioned graph tracks how knowledge evolves over time
- ✓Review dashboard scales human oversight without manual labour
How It Works
From raw input to living knowledge — in 6 steps
Every step is dashboard-manageable. No code required.
Schema Design
Define your node types, relation types and properties. AI can suggest a schema from your first few documents.
Upload Your Data
Paste transcripts, upload scripts, drop in documents. GiraffeGraph normalizes every source into processable units.
AI Extraction
The extraction engine identifies entities, relationships, events and state changes — aligned to your exact schema.
Review & Validate
AI flags uncertain items for your approval. You merge, reject or edit — keeping full control of data quality.
Graph Grows
Each new input adds a delta on top of existing nodes. Your graph evolves with every episode, document or case.
Explore & Query
Navigate characters, events and relationships visually. Query with Cypher, run GraphRAG, or build agent layers.
Features
Every layer of intelligence, fully in your hands
From schema definition to graph exploration — every step is configurable, reviewable, and version-controlled.
Schema Studio
AI-AssistedDesign your knowledge ontology with AI assistance. Define node types, relations, properties, extraction hints and validation rules — all from a visual dashboard. AI suggests domain-specific types from your first uploads. You approve, reject, or customize everything.
AI Extraction Engine
Entity, relation, event and state-change extraction — guided by your schema, not a generic model.
{ "type": "Character", "name": "Ali Yılmaz", "confidence": 0.94, "relations": [ {"OWES_TO": "Veli"} ] }
Human-in-the-Loop Review
AI proposes, you decide. Review uncertain extractions, resolve entity conflicts, and ensure your graph stays clean.
Iterative Graph Growth
Every new episode or document adds a delta. Your graph grows organically — never overwrites, always expands.
Full Versioning
Schema versions, extraction runs, graph deltas — every change is tracked, auditable and reversible.
Any Domain
Story, legal, research, enterprise — one platform, infinite knowledge structures.
See the Graph Come Alive
Watch how a 3-episode transcript becomes a fully queryable story universe — in minutes.
12 Episodes
Processed
247 Entities
Extracted
1,089 Relations
Mapped
Use Cases
Built for any knowledge domain
Start with your domain, scale to any data.
Story & Narrative
Build the canonical universe of your story
- ✓Character relationship maps
- ✓Event timelines & causal chains
- ✓Knowledge asymmetry tracking
- ✓Character arc evolution over episodes
- ✓Cross-episode continuity validation
What knowledge builders say
“GiraffeGraph turned 3 seasons of scattered scripts into a fully navigable story universe. We caught 14 continuity errors we'd never have found manually.”
Jordan Kim
Lead Writer · Narrative Operations
“The Schema Studio is unlike anything else. We built our legal case ontology in an afternoon and started processing case files the next day. The AI suggestions were spot-on.”
Sarah Chen
Knowledge Architect · LexFlow
“Finally a tool that understands that AI should propose and humans should decide. The review flow is exactly right. Our graph quality is exceptional.”
Marcus Webb
Research Lead · DataForge Labs
Pricing
Simple, transparent pricing
Start free. Scale as your knowledge grows.
Starter
For individuals exploring knowledge graphs.
- 1 Project
- Up to 10 Source Units
- Core Schema (fixed node types)
- AI Extraction (100 segments/mo)
- Manual Review Dashboard
- Graph Explorer
- Custom Node Types
- Versioning
- API Access
Pro
For teams building production knowledge graphs.
- 10 Projects
- Unlimited Source Units
- Custom Schema (full Schema Studio)
- AI Extraction (10,000 segments/mo)
- Schema Versioning
- Entity Resolution Engine
- Schema Drift Detection
- API Access
- Export to Neo4j
- Multi-user collaboration
- Custom LLM provider
Enterprise
For organisations with mission-critical knowledge workflows.
- Unlimited everything
- Custom LLM provider
- Multi-user collaboration
- SSO / SAML
- SLA & dedicated support
- On-premise deployment
- Custom domain packs
- Advanced audit logs
Frequently Asked Questions
Your data has connections.
Let's map them.
Start with a free project. No credit card required.