An AI server that answers your business questions in plain language. Wren AI's Agentic GenBI Layer, running on the on-prem Phison AI Data Platform.
Solution Brief · For IT Leaders · Data Teams · AI Engineers
Answer business questions in natural language
Run with approved local or private inference endpoints while keeping governed business data in place.
TPEX 8299Phison Electronics (8299.TWO) is a public company and a global leader in NAND flash controller and storage solutions. Phison's market cap exceeded USD $18 billion as of May 31, 2026.
With 300+ enterprise AI deployments via its aiDAPTIV+ platform, Phison brings proven infrastructure reach and enterprise readiness to the joint solution.
15k+GitHubWren AI is the open-source GenBI agent and agent-agnostic context layer for enterprise data, with 15k+ GitHub stars and recognition as a leading GenBI solution.
With deployments across healthcare, financial services, and technology companies, Wren AI helps organizations query data in natural language with governance, air-gap compatibility, and open-source transparency.
Hardware vendors solve high-throughput AI compute. They do not solve the question every stakeholder asks the day after the box lands: How do I actually ask questions of my own data?
“Which departments ran over 90% bed occupancy last week, and how does that compare to the same week last year?”
“Which suppliers missed SLA more than twice this quarter, and where is it concentrating by region?”
“Q1 loan defaults by region vs. our reserve targets. I need it for the risk committee tomorrow.”
In regulated industries, cloud analytics is often not an option because data cannot leave the building.
Connect your existing database. In 10 minutes, your team asks questions in plain language. No code, no custom build.
aiDAPTIV+ extends GPU memory into NAND, so smaller GPUs run large models. On-prem and air-gap ready.
With tools, skills, and memory, it finishes tasks end to end and learns from your team, fully under your governance. It works, it does not just chat.
Wren's MDL, access rules, and eval loop connect into Phison's API / AI Gateway so trusted questions can run against on-prem models and data without migration.
Wren AI is the Agentic GenBI layer, running on the on-prem Phison AI Data Platform. One stack — from your data to a trusted answer.
Move from SQL tickets to plain-English answers in minutes.
Air-gapped, role-based, and auditable. A practical path to GenBI.
One interface for analysts and MCP agents. No duplicated logic.
Postgres, MySQL, ClickHouse, Snowflake, Redshift, DuckDB, plus 20+ more.
Wren reads your schema. Data teams review joins, metrics, and access rules.
Capture the questions finance, ops, and leadership teams actually ask.
Refine the context layer against trusted answers until accuracy clears the bar.
Turn on governance and validate answers, dashboards, and workflows with a live group.
Launch to production and expose the same governed interface to people and AI agents.
With Wren AI on Phison aiDAPTIV+, enterprise AI deploys in days, not months. It supports 20+ databases with no migration and hits an 80% query accuracy rate.
Wren AI powers our SaaS product DemandSense, so customers ask in natural language and build charts and dashboards in real time. Putting analytics in non-technical hands is a game changer.
Wren AI changed how we decide. Real-time, natural-language insight lifted our decision speed by over 50% and made data a company-wide asset.
A four-page reference architecture for the teams evaluating local AI infrastructure, governed GenBI, and an air-gapped path to production.
Free PDF · 4 pages · For infrastructure and data teams
Get your first answer in under 10 minutes, on your own schema.
×Phison × Wren AI
An AI server that answers your business questions in plain language. Wren AI's Agentic GenBI Layer, running on the on-prem Phison AI Data Platform.
Hardware vendors solve high-throughput AI compute. They do not solve the question every stakeholder asks the day after the box lands: How do I actually ask questions of my own data?
Phison brings proven enterprise AI infrastructure and deployment reach. Wren AI adds the governed context layer that turns that infrastructure into a practical business-answering system. Together, the partnership closes the gap between owning AI hardware and getting trustworthy answers from enterprise data.
In regulated industries, cloud analytics is often not an option because data cannot leave the building.
Connect your existing database. In 10 minutes, your team asks questions in plain language. No code, no custom build.
aiDAPTIV+ extends GPU memory into NAND, so smaller GPUs run large models. On-prem and air-gap ready.
With tools, skills, and memory, it finishes tasks end to end and learns from your team, fully under your governance. It works, it does not just chat.
aiDAPTIV+ middleware extends GPU memory into an SLC NAND SSD cache, so smaller GPU systems run larger models.
Open-source GenBI agent and agent-agnostic context layer that closes the analytics gap.
×Move from SQL tickets to plain-English answers in minutes.
Retail · E-commerce · MartechAir-gapped, role-based, and auditable. A practical path to GenBI.
Healthcare · Finance · Government · ManufacturingOne interface for analysts and MCP agents. No duplicated logic.
Ops · RevOps · Frontline teamsTools, skills, and memory run on your hardware, inside your governance boundary.
Agents reason over many steps in a sandbox: query data, build charts and dashboards, read PDFs, and save skills.
Skills are your agent's standard procedures, so output stays consistent. Memory learns from past work and turns daily use into company knowledge.
Skills, memory, and models are all files: versioned, branchable, and reviewable. Agents read and write them directly.
Describe what you need and get a polished, governed dashboard in one click.
Postgres, MySQL, ClickHouse, Snowflake, Redshift, DuckDB, plus 20+ more.
Wren reads your schema. Data teams review joins, metrics, and access rules.
Capture the questions finance, ops, and leadership teams actually ask.
Refine the context layer against trusted answers until accuracy clears the bar.
Turn on governance and validate answers, dashboards, and workflows with a live group.
Launch to production and expose the same governed interface to people and AI agents.
Get your first answer in under 10 minutes, on your own schema.