The missing actuation layer for AI. STRUC Foundry is a C++ headless engine that exposes a direct object graph to write, edit, and mutate high-fidelity documents via atomic transactions. Engineered for <50ms latency.
* Benchmark: Native C++ Engine. Zero-serialization overhead. No headless browser.> We solved the physics problem. Document state lives in the hot path of memory, eliminating the 2-second serialization penalty.
Turn Documents into Data at Scale. Deterministic C++ parsing for speed, with Probabilistic AI offload for high-entropy input. Structure extraction at never-before-seen scale.
❌ Context Shredding: Turns your RAG into an expensive, dumb search engine.
✅ Full Object Fidelity. Repairs Broken Tables.
The Refinery sits between your LLM and the Engine. It purifies probabilistic intent into deterministic execution. Zero hallucinations allowed.
Point your agent (LangChain, AutoGen) to the Refinery. We accept raw, messy tool calls from GPT-4 or Claude 3.5.
The Refinery checks every parameter against the strict Document Schema. Hallucinated attributes are rejected before they touch the state.
Once purified, the command hits the Foundry Engine. Execution is atomic, <50ms, and thread-safe.
We have trapped enterprise intelligence inside ephemeral chat windows.
We dump structured data into an LLM, get a brilliant answer, and then... it disappears.
The next phase of Enterprise AI isn't about better conversation. It’s about Automated Operational Artifacts.
Pipe live Q3 sales figures or clinical trial results directly into your secure LLM. Treat data as a raw stream, not a static file.
The model analyzes the data and determines the narrative. It doesn't write the document; it plans the mutation.
Instead of hallucinating a file, the agent targets a strict schema. We enforce structure (tables, headers) at the object level. If it breaks the template, the build fails.
The result is a finalized, immutable system-of-record (PDF, DOCX), generated in milliseconds. Generative Operations, not Generative Text.
Stop treating documents like flat files. Interact with a persistent C++ object graph. Inject rows, update variables, and reorder sections via RPCs without overhead.
LLMs hallucinate formatting. We don't. Our C++ engine enforces rigid templates at the object level. The AI suggests changes; the Engine guarantees validity.
Deterministic Speed + Probabilistic Intelligence. Our C++ parser handles 95% of structure instantly. For the complex 5%, we seamlessly offload to vision models. Scale without compromise.
Cycle documents from DOCX -> Object -> DOCX. Our engine preserves the full semantic state—comments, track changes, and margins—so you can automate workflows safely.
Never lose a redline. Our engine tracks every atomic mutation, resolving conflicts and preserving revision history across concurrent AI and human edits.
Engineered for Paged Media. Compile Object -> DOCX / PDF from a single source of truth. Ensure your web preview matches the final document pixel-for-pixel.
We are currently in Private Beta. We are manually onboarding high-volume partners to ensure environment stability.
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