
Public sector·Xerno
Review opinion drafting
Central government agencySorts application documents automatically, drafts review opinions from past cases, and cross-checks responsibilities across regulations and agencies. First drafts take minutes instead of hours, and review standards are more consistent.

Public sector·Xerno
AI virtual CFO
Government agencyAn AI virtual CFO analyzes a company’s financial structure, asks for missing data, and states risk hypotheses that can be verified. A bookkeeping assistant turns plain-language entries into journal entries, and front-line support hands off to staff when needed.

Public sector·Xerno
Project knowledge base
Research instituteMultimodal search links images and text both ways, turning past projects into a reusable knowledge base. AI reads new briefs and pre-fills the project plan, so senior consultants’ experience stays when people move on.

Finance·Xerno
Corporate credit review
Commercial bankA knowledge graph maps ownership and supply chains, multiple agents analyze financial statements in parallel and flag anomalies, and a draft credit report follows. Reports take under an hour instead of 3 to 5 days, with 65% fewer manual review errors.

Finance·Xparse
Regulatory knowledge center
Securities market institutionDeployed on premises, it brings regulations and security policies into one Q&A entry point. Xparse API Gateway connects customer service to an on-premises LLM with under 1 second of latency, Guardrails block off-topic requests and prompt injection, and maintenance and retrieval efficiency rose 60%.

Finance·Xerno + Xparse
On-premises compliance assistant
Payment clearing institutionAn on-premises LLM keeps sensitive data inside the network while staff query compliance processes, draft reports and check code against policy during review. Expert judgment on patterns such as circular transactions and large fund flows became verifiable models. Compliance efficiency rose 45%.

Manufacturing·Xerno
AI workforce by department
Networking equipment makerMore than 20 agents went live in 3 months, covering security audits, quote comparison, supplier research and 8D report review. The project took about 20 person-days and cut staff time on these tasks by about 50%.

Manufacturing·Xerno
100+ AI agents
Power equipment makerOver 100 agents across production, sales, HR, R&D and finance handle customer service, coding, MES queries and process Q&A. Staff get answers in plain language without learning each system.

Manufacturing·Xerno
Lab report analysis
Electronics manufacturerAI extracts substances, test data and decision criteria from hundreds of lab reports in different formats each day and helps staff interpret results. Productivity rose about 80% and misjudgments fell by more than 30%.