The multi-agent core for verified enterprise queries.
Avonsn Grid is the foundational layer beneath every Avonsn product. It uses a multi-agent architecture to turn natural-language prompts into code-verified data queries across your documents, systems, and databases — so answers are grounded, traceable, and run where your data lives.
Answers you can check, not just trust.
Most AI tools generate text and ask you to believe it. The Grid generates a query in code, runs it against your own sources, and returns a result that points back to exactly where it came from.
- Code, not guesses. Requests compile to queries that can be inspected and audited.
- Grounded in your data. Results cite the documents, systems, and records behind them.
- Inside your estate. Inference and data stay on infrastructure you control.
- No external dependency. Built on open-source models with no required outside API.
What the Grid does
A single agentic layer for document understanding, data intelligence, and workflow automation — configurable into domain-tuned agents for your sector.
Document understanding
Parse, structure, and reason over contracts, reports, records, and unstructured files across formats.
Data intelligence
Query structured and unstructured sources together and return grounded, traceable answers.
Workflow automation
Trigger and chain actions across your systems once a result is verified — not before.
Code-verified queries
Every request compiles to a checkable query, so answers are auditable end to end.
Multi-agent planning
A planner coordinates specialized agents for retrieval, reasoning, and verification.
Native integration
Connect your existing documents, systems, and databases through one agentic layer.
From a question to a verified answer.
A request becomes an answer through a chain you can audit — from a plain-language prompt to a cited, code-verified result.
Ask in plain language
Someone asks a question the way they would ask a colleague — no query syntax, no dashboard to configure.
Decompose with agents
A multi-agent planner breaks the request into steps and decides which sources and tools each one needs.
Generate a verified query
Agents express the request as code, not free text, so it can be checked before it ever runs.
grid.query(["emr","docs"])
.where(flagged=True)
.verify()
Run inside your estate
The query executes across documents, systems, and databases where your data already lives.
Return a cited answer
The answer comes back grounded in your sources and traceable to each one — verifiable, not a guess.
At a glance
Put the Grid behind your data.
Scope a private or air-gapped deployment of Avonsn Grid against your own documents, systems, and databases.