What each project solves and why it is worth buying
Each case starts with the customer's current workflow, then shows which steps the system takes over and what the customer gains after buying it.
01Public product | available now
AI search visibility diagnosis and remediation
Open GEO Console
Diagnoses an enterprise website's visibility in AI search, turning technical foundations, buyer questions, public answers, and citation evidence into an executive report and a vendor task package.
Current workflowCompanies struggle to see whether AI can understand their site, which sources buyer answers cite, and why their brand is omitted
How the system worksThe system puts technical checks, public-search evidence, citation gaps, and remediation priorities into one diagnostic workflow
What the customer gainsCustomers receive an actionable, ongoing GEO optimization plan that identifies what to change on the website, recommends how to change it, and defines what to monitor and improve next
02Deployable system | makes enterprise data retrievable and citable by AI
Enterprise data engine for AI applications
Hermes Notebook
Turns enterprise information scattered across PDFs, Word, Excel, PowerPoint, images, local folders, and business web pages into citable, retrievable knowledge that can support customer-service bots, internal Q&A, and other business assistants through APIs.
Current workflowA company's most valuable information is scattered across folders, Office documents, PDFs, images, and business web pages. Employees struggle to find it, while separate AI applications repeatedly prepare the same material
How the system worksHermes imports multiple formats, restores document structure, builds traceable knowledge nodes and retrieval indexes, and supplies evidence to downstream applications through permission-scoped query and retrieval APIs
What the customer gainsCustomers receive an enterprise knowledge engine they control. Customer-service bots, internal Q&A, and future business assistants can reuse the same prepared data instead of cleaning and importing it again for every AI application
03Deployable system | prospecting through follow-up
Google Maps prospecting and personalized outreach
Freight Lead Agent
Finds target companies through Google Maps, reads each official website for business context and public contacts, prepares personalized outreach from that context, and carries it through review, sending, and reply follow-up.
Current workflowSales teams must find target companies on Google Maps, verify each official website, understand the business, locate public contacts, and prepare a different message for every company, which is difficult to scale manually
How the system worksThe system collects Google Maps companies by keyword and region, extracts business context and public contacts from each website, generates a personalized message, and sends it to sales for review, delivery, and follow-up
What the customer gainsCustomers can use a small team to sustain company discovery, website research, and personalized writing while spending less time starting from zero for every prospect and avoiding one generic message for everyone
04Deployable system | collaborative Codex access in Feishu
Enterprise AI collaboration system
Codex Feishu Bridge
Connects Codex to an enterprise Feishu workspace. Members can submit questions, files, and long-running tasks from a computer or phone, then add context, check status, and receive deliverables after leaving their desks while an online company workstation continues the execution.
Current workflowEmployees repeatedly move requests, files, and results between Feishu and separate AI tools. Complex work is often delegated to a few Codex users, and tasks become difficult to continue once people leave the company workstation
How the system worksMembers submit requests and attachments from Feishu on a computer or phone. The system hands the work to Codex on an online company workstation, accepts follow-up input from authorized members in the same topic, and returns results and files there
What the customer gainsCustomers receive an enterprise AI work entry point deployed on their own workstation. After going home or leaving their desks, members can continue tasks from their phones, while the team can turn repeatedly proven workflows into reusable Skills so later work follows the same method without depending on a few experienced employees