Deploy alone or as a custom bundle. Balantium is a multi-surface platform family — not a single application. Each row below is a separately licensable deployable (product, runtime, dashboard, or module pack). Mix and match under private agreement; source and proprietary models stay off the public wire.
Balantium is not a single-feature tool. Data Forge is in private evaluation now. The same deterministic stack also ships as Cybersecurity Fortress, GraniteForge, systemic-risk modules, simulation, and composable SDKs — licensed independently, built on one architecture.
One deterministic platform architecture — many licensed surfaces. Products share repeatable execution, inspectable outputs, and local or controlled deployment. Source and proprietary models are not distributed on this site.
Offline multi-file clean, merge, and audit
Deterministic ranked merge for messy CSV/Excel/JSON/Parquet stacks. Every export ships a cleaning report and manifest hash. Runs on consumer hardware.
Terrain and map builder
Local heightmap-to-export pipeline for geospatial authoring workflows: ingest, quality checks, land-cover handling, repair guidance, and validated package output — full dashboard on your machine.
Complex multi-agent deterministic worlds
Large-scale simulations where autonomous agents live ongoing lives — relationships, research, reproduction, civilization-scale behavior, and emergent creative output. Powers the public visual gallery.
Operational review interfaces
Licensed dashboards for traversing simulation worlds, data pipelines, security evidence, and institutional views — built for review sessions, not public demo hosting.
Systemic risk intelligence
Complex-systems and institutional stress tooling for qualified teams. Licensed deployment; methodology appears in SSRN publications.
Shared integrity and perimeter stack
Sealed binaries, request scanning, provenance patterns, and export gates — same design standard from marketing site through offline engines.
Composable data operations
Standalone modules for manifest generation, reconciliation, historical repair, audit trails, and workflow repeatability — usable alone or inside larger pipelines.
Compiled deterministic engine layer
Native engine substrate shared by Data Forge, simulations, membranes, and licensed dashboards. Python reference paths exist for parity testing; shipping favors release Rust builds.
Published methodology
SSRN preprints and hosted PDFs describe the framework at a research level. Interactive public demos are retired; pilots and licenses carry implementation detail.
The same architectural discipline is applied across domains that otherwise require separate toolchains.
Ranked merge, cleaning reports, and audit manifests for operational data teams.
Surfaces: Data Forge · Data Infrastructure Utilities
Heightmap pipelines, quality scoring, and export packages for map builders.
Surfaces: GraniteForge
Deterministic worlds, agent lifecycles, and emergent creative records.
Surfaces: Agent World Simulation · Exploration Dashboards
Complex-systems review for stress, volatility, and structural instability classes.
Surfaces: Current Risk Suite / CIX
Perimeter defense, sealed releases, and evidence suitable for compliance review.
Surfaces: Security Membrane · Platform Core (Rust)
Peer-facing methodology without distributing proprietary implementation.
Surfaces: Research & Whitepapers
Products, runtimes, and dashboards that can ship independently or together.
| Name | Type | Deployment | Notes |
|---|---|---|---|
| Data Forge | Product | Desktop + CLI (Rust) | Offline merge, clean, audit — private evaluation open |
| GraniteForge | Product | CLI + map dashboard + Rust core | Terrain / heightmap compiler and DayZ-ready export packages |
| Agent World Simulation | Product | Long-running Python + Rust pulse | Multi-agent lives, civilizations, research, relationships, emergent art |
| Current Risk Suite (CIX) | Product | Licensed analytics stack | Institutional and systemic stress review — demo by request |
| Current Data Shell | Product | Streamlit analytics shell | Sector-agnostic time-series ingest, windows, user-defined events |
| Licensed Web Organism | Product | FastAPI / Flask site template | Marketing + immune membrane pattern (as on balantium.systems) |
| organism_engine | Runtime | Rust library / binary | Shared deterministic substrate for engines and membranes |
| sociocultural_sim | Runtime | Rust batch service | High-throughput agent-cycle pulses for large worlds |
| GraniteForge Rust workspace | Runtime | core_rs + cli + gpu (+ UI shell) | Release terrain pipeline without Python overhead |
| Simulation runner | Runtime | Python persistent world | Checkpointed worlds and event logs for review dashboards |
| GraniteForge Map Builder | Dashboard | Streamlit | Heightmap upload, build, QA, export |
| Emergent World Explorer | Dashboard | Streamlit | 3D/world views, timelines, population-scale review |
| Agent Life Viewer | Dashboard | Streamlit | Per-agent biography, relationships, life arcs |
| Agent Statistics Console | Dashboard | Streamlit | Deep per-agent metrics for licensed review sessions |
| Art Gallery Viewer | Dashboard | Streamlit | Unique deterministic art per agent moment |
| Simulation Timeline Viewer | Dashboard | Streamlit | Event-log traversal and playback |
| Fortress Security Console | Dashboard | Streamlit | Immune and fortress posture for operators |
| Security Scorecard Visual | Dashboard | Streamlit / HTML | Executive security evidence layouts |
| CIX Streamlit Suite | Dashboard | Streamlit | Risk and complex-systems operational UI |
| CIX Flask / Dash variants | Dashboard | Flask or Dash | Alternate deployment profiles for institutional hosts |
| Reality Index Viewer | Dashboard | Streamlit | Per-agent timeline files for audit and research |
| Organism Chat Interface | Dashboard | Streamlit | Licensed conversational review surface |
| Local LLM Operations Panel | Dashboard | Streamlit | Offline operator tooling — air-gapped friendly |
Composable layers licensed inside custom bundles — not a monolith.
Starting points for private agreements — every bundle is negotiable.
Spreadsheet-heavy teams
Map and world builders
Research and emergent behavior
Complex systems operators
Compliance-minded deploys
Sector-agnostic time series
Review-session add-on
Full custom agreement
Implementation detail, source access, and custom bundles are available only under license. Public SSRN papers describe research methodology — not deployable internals.