What runs. What we picked. What you can see.
The architecture in three views — the runtime capability map, the vendor map with alternatives, and the architect-facing surfaces that exist in the build today.
The runtime capability map.
Six layers, each doing one thing well. Operator on top, foundation on the bottom. Every layer ships with the platform · every layer is inherited by every solution.
Operator Experience
Cockpits, decision drawers, replay viewers, embedded chat.
Reasoning Core
Multi-provider LLMs with RAG. OpenAI, Anthropic, Mistral · switchable per call.
Orchestration
LangGraph TS. Typed graph state, checkpointing, replay.
Governance
Policies, approval gates, Decision Lineage, eval scorecards.
Tools & Connectors
MCP server. ERP / TMS adapters. Action catalog. Write-back hooks.
Identity & State
Auth, multi-tenancy, Postgres, sovereign deploy. Rebuildable from event log.
What we picked. What else exists. Why.
Every layer is replaceable. The architecture bets on no single vendor — on the pattern, not the brand.
| Layer | What we picked | What else exists | Why |
|---|---|---|---|
| Reasoning models | OpenAIAnthropicMistral | Llama, Gemini, DeepSeek, Cohere | Multi-provider · switchable per-call · sovereign-LLM ready |
| Orchestration | LangGraph TS | CrewAI, AutoGen, raw tool loops | Typed graph state · checkpointing · TS-native |
| Retrieval | Pinecone | Weaviate, Qdrant, pgvector | Managed scale · one-adapter swap to self-hosted |
| Observability | LangSmith | Langfuse, Arize, OpenLLMetry | Trace + eval + dataset replay in one pane |
| Protocol | MCP | Custom tool registries, plain REST | Open standard · vendor-neutral · client-agnostic |
| Storage | Postgres | Snowflake, MongoDB, S3 + Parquet | Boring, durable, rebuildable from event log |
| Deploy | HPE GreenLakeNVIDIAAWS/Azure/GCP | Bare metal, K8s anywhere | Sovereign, hybrid, or public · customer's call |
| Frontend | Next.js + React + TS | Remix, SvelteKit | Boring on purpose · mature · server-rendered when it matters |
Reasoning models
Alternatives: Llama, Gemini, DeepSeek, Cohere
Multi-provider · switchable per-call · sovereign-LLM ready
Orchestration
Alternatives: CrewAI, AutoGen, raw tool loops
Typed graph state · checkpointing · TS-native
Retrieval
Alternatives: Weaviate, Qdrant, pgvector
Managed scale · one-adapter swap to self-hosted
Observability
Alternatives: Langfuse, Arize, OpenLLMetry
Trace + eval + dataset replay in one pane
Protocol
Alternatives: Custom tool registries, plain REST
Open standard · vendor-neutral · client-agnostic
Storage
Alternatives: Snowflake, MongoDB, S3 + Parquet
Boring, durable, rebuildable from event log
Deploy
Alternatives: Bare metal, K8s anywhere
Sovereign, hybrid, or public · customer's call
Frontend
Alternatives: Remix, SvelteKit
Boring on purpose · mature · server-rendered when it matters
Every layer is replaceable. We bet on the pattern, not the vendor.
The architect-facing surfaces that exist.
Not slides. Real screens, in the build, with real data flowing through them.
Architect Hub
Agents, connectors, policies, RAG corpus, traces · the platform control surface.
Decision Lineage
Click into the reasoning chain behind any decision · per-contract drill · trace · token cost.
MCP Console
Live MCP tool surface · bearer auth · works with Claude Desktop, ChatGPT, Cursor.
RAG Corpus
Browse embeddings · retrieval scores · source docs · re-index in one click.
Traces
Every LangGraph run · every LLM call · every tool invocation · LangSmith integrated.
Platform Health
Provider latency · error rates · eval scorecards · RAG hit ratios.
Co-build with us. Or adopt a live solution.
The platform consumes two ways. Both shipped on the same foundation. Both audited the same way.
Co-build
You bring the domain · the data · the policies. We bring the Engine Room, the MCP layer, the Decision Lineage scaffold. We ship the first solution together in 12 weeks. Same compounding reuse on the next.
- Spec + data · week 0
- First agent · weeks 1–3
- Multi-agent flow · weeks 4–7
- Operator cockpit · weeks 8–12
Pre-built solutions
Three live solutions to start. Each is operator-ready, MCP-wired, Decision Lineage instrumented. Configure for your data shape and policy registry. Production-grade in weeks, not quarters.
- Commodity Desk · farm-to-port + ESG
- Radix Treasury · cash · liquidity · hedge · recon
- Exposure Management · counterparty + breach resolution