Bring scattered information
together by task.
Connect information collected across screens and files to the preparation needed for the next task.
AGI OSAn operating system for AI-assisted work
Less repetitive work.Important actions, reviewed.
From preparing information to review by the responsible person and recording results.
WITHELORD AGI OS helps us design connected workflows around your business.
One system.Different industries.
A NEW FLOW OF WORKFrom research to preparation. From information to decisions.
01 / CONNECTConnect information and tools
02 / ORGANIZEOrganize the next task
03 / REVIEWBuild human review into the workflow
YOUR WORK. A BETTER FLOW.
The tasks you keep revisiting,
in one connected workflow.
Time spent finding information, effort spent transferring work, and checks that are easy to miss.
Starting with your repetitive tasks, we define the connections your business needs.
Bring scattered information
Turn research results
into the next task.
Connect analysis, documents and listing preparation. Execution integrations, including orders and purchasing, are being developed for the agreed workflow.
Make clear who
checks what.
Organize review items and owners, and design important actions to follow your company’s approval rules.
See completed work
and remaining tasks together.
Distinguish completion records from outstanding checks so the responsible person can continue the work.
These are workflow changes to design during adoption. Actual integrations and operational effects are assessed in a pilot.
Explore industry workflows ↘YOUR INDUSTRY. YOUR WORKFLOW.
From discovering opportunities to execution and performance tracking,
work connected through AGI OS.
Demand and keywords, product strategy and content,
with connections under development for listings, orders, purchasing and performance tracking.
Explore proposed applications for hospitals and other industries, too.
CommerceHospitalsSmart citiesEnergySmart farmingRobotics
ONE OPERATING FLOW. YOUR INDUSTRY.
Your industry’s work,
from discovery to checking results.
Building on Opportunity Radar’s operating structure,
we are developing AGI OS to connect situation assessment, permitted automation and execution
with verification of the results.
Connections are designed around each industry’s information, tools and operating rules. We are developing a structure that processes work automatically within predefined conditions and refers new conditions or exceeded limits to a responsible person. The examples below are industry application goals; each card states the implementation and design scope currently confirmed.
01 / COMMERCEConfirmed scope · Research and preparation functions partly implemented · Live channel integration not yet validated
Commerce
Replenish before stock runs out. Let sales inform the next decision.Connect demand, inventory, order and advertising information to prepare product strategy and content. We are developing a workflow for listings, purchasing and budget adjustments within predefined conditions, with sales, returns and profit or loss informing the next decision.
More operations to connect
Reordering · Inventory across channels · Advertising budget adjustments
View the six-step workflow
- 01Detect demand and inventory levels
- 02Analyze sales and profit or loss
- 03Prepare products and operating plans
- 04Check limits and conditions
- 05List, purchase and adjust
- 06Use sales results in the next decision
02 / HEALTHCAREConfirmed scope · Operational support designed with simulated data · Live purchasing and payment integration not yet validated
Hospitals
From open appointment slots to reordering supplies.Connect appointment and waiting information to prepare availability notices and task handovers. For supplies, check stock and usage, compare purchasing quantities and suppliers, and prepare a cart. We are designing non-clinical operations that continue through ordering, delivery and receipt after a responsible person approves the items, quantities and total.
More operations to connect
Appointment notices · Waiting workflows · Supplies purchasing and receipt
View the six-step workflow
- 01Check appointments and stock
- 02Analyze waiting and usage
- 03Prepare notices and purchases
- 04Check consent and approve purchases
- 05Connect appointments and orders
- 06Confirm processing and receipt
03 / SMART CITYConfirmed scope · Extension to facility operations under consideration
Smart cities
Understand congestion to adjust signals and city operations.An application scenario that uses vehicle flows and queues to adjust signal cycles and coordination between neighboring intersections. It is designed to connect to field controllers that maintain pedestrian and intersection safety conditions, and to assess waiting times and actual traffic flow.
More operations to connect
Signal coordination · Parking guidance · Bus priority · Leak and drainage response
View the six-step workflow
- 01Detect traffic flow
- 02Analyze queues and congestion
- 03Prepare a signal operating plan
- 04Check safety and permitted limits
- 05Request an adjustment from the controller
- 06Assess delays and flow
04 / SMART FARMConfirmed scope · Extension to farm operational support under consideration
Smart farming
Adjust irrigation and ventilation to conditions in each zone.Use moisture, temperature, humidity, weather and crop-growth information to prepare irrigation, ventilation, shading and work plans by zone. The proposed direction is to request changes through existing farm controllers within crop-specific conditions, and assess water and power use and changes in growth.
More operations to connect
Irrigation · Ventilation and shading · Harvest forecasts · Shipment planning
View the six-step workflow
- 01Detect moisture and environmental conditions
- 02Analyze growth and weather
- 03Prepare irrigation and ventilation plans
- 04Check crop conditions and limits
- 05Request device adjustments
- 06Assess resources and growth
05 / ROBOTICSConfirmed scope · Extension to reporting and maintenance under consideration
Robot operations
Assign the next task based on workload and site conditions.Read order volumes, queued tasks and robot availability to prepare task assignments and charging plans. The proposed direction is to send permitted requests to validated robot management systems and connect the next task according to completion, faults and congestion.
More operations to connect
Task assignment · Charging plans · Logistics movement · Inspection and maintenance
View the six-step workflow
- 01Detect workload and status
- 02Analyze priorities
- 03Prepare assignment and charging plans
- 04Check task and safety limits
- 05Send a request to the management system
- 06Connect completion to the next task
06 / ENERGYConfirmed scope · Extension to maintenance support under consideration
Energy
Spread peak demand and reduce unnecessary energy use.Use consumption, tariffs and equipment status to prepare heating, cooling, charging and energy-storage plans. The proposed direction is to connect to existing energy control systems within permitted conditions, adjust timing and loads, and assess energy consumption and cost effects separately.
More operations to connect
Peak demand management · ESS operations · Heating and cooling · EV charging
View the six-step workflow
- 01Detect demand and tariffs
- 02Analyze peaks and equipment
- 03Prepare consumption and storage plans
- 04Check permitted conditions
- 05Request HVAC and charging adjustments
- 06Assess consumption and costs
Staged images illustrating workflows. Hospital applications concern non-clinical operational support. Adjustment requests for cities, energy, farms and robots assume a connection to field control systems. Safety conditions and emergency operation are designed to remain within those systems. Actual field integration and physical control require separate validation.
WITHELORD · ISSUE BRIEFAI agents / Permissions and execution
Related news briefing
Changing technology.
The challenges we are examining.
Related issues summarized by WITHELORD from official statements and news coverageRELATED COVERAGE
OpenAI investigates indications of
unauthorized access and security bypass
by AI agents
WITHELORD’s perspectiveCheck permissions before execution
What AI can do, and what it is allowed to execute.
An issue that prompts another look at access boundaries.
OpenAI stated that it is investigating activity in which models bypassed access controls on external services or accessed systems beyond their intended permissions during training and evaluation. Yonhap also reported notifications to affected organizations.
External source links open in the original language.
Related issues summarized by WITHELORD. This does not mean WITHELORD’s product resolved the reported incidents.
AGI OS / Connected workflows and execution control
Connect the work.
Execute within permitted bounds.
Finding information, making comparisons and preparing reports.
AGI OS is being developed to connect these tasks.
For important actions such as ordering and sharing information,
we also design approval rules defined by the customer.
The problem raised by the news,
in your own workflows?
in your own workflows?
What if AI, while pursuing a goal, also executes actions without permission? WITHELORD addresses this problem in customer workflows. When product research leads to an order, or report preparation leads to an external transmission, execution control that checks consistency with approved content and holds requests outside the approved scopeis being developed and tested.
WITHELORD / Confirmed development progress
An unapproved AI order,
held in a simulated test.
In an internal test conducted in Codex with GPT-6 Astra selected, WITHELORD held the execution of an unapproved simulated order requested by AI.
The next development goal
Building on this progress, we are developing AGI OS so businesses can use rapidly advancing AI while retaining control. Our development goal is to maintain company-defined execution rules even when AI models and business tools change.
These results were observed in a separate test implementation and a simulated ordering environment. They do not validate an entire operating AGI OS or a response to actual hacking incidents. We plan to expand validation to real customer systems and attack environments.
Continue the product research.
Order only what has been reviewed.
- The recurring problem
- Research has to be reorganized into a purchasing shortlist and materials for reviewing purchase orders.
- What AI would prepare
- Comparisons of demand and competing products, a purchasing shortlist and draft purchase orders.
- Checks before execution
- Supplier, product, quantity and amount. A workflow that holds orders lacking approval or whose content has changed.
Keyword query results confirmed · Ordering control tested separately in simulation
Operations at a glance.
Information shared within defined limits.
- The recurring problem
- Information from multiple sources must be gathered to identify today’s checks and the responsible people.
- What AI would prepare
- Operational summaries, review lists for responsible staff and draft daily reports.
- Checks before execution
- The permitted information scope and intended staff recipients. Apply the institution’s review rules to additional queries and external sharing.
Designed with simulated data · No live hospital integration yet
Prepare the draft.
Check the recipient before sending.
- The recurring problem
- Even after preparing a document, its content, recipients and attachments need separate checks.
- What AI would prepare
- Draft recurring documents, work reports and emails.
- Checks before execution
- Content, recipients and attachments. Design a workflow so prepared documents are not sent externally without review.
Application concept · Actual email sending not yet validated
Our focus is execution outside approved bounds in connected workflows.
This does not mean we defended against the specific hacking incidents in the news or can prevent all hacking.
We are assessing which internal test materials can be made public. Detailed test materials are not currently public.
DESIGNED AROUND YOUR WORK
In your industry,
which problems could we address?
Commerce businesses that continually manage sales preparation.
Hospitals with scattered operational information and review tasks.
Explore proposed AGI OS applications that start with customer problems.
CommerceResearch outputs confirmed · Connections in development
Let your research
lead to sales preparation.
Keyword research, competing product comparisons and product-specific preparation materials.
We are developing a workflow that brings separate sales preparation tasks together,
so the next task is clear.
Actual query example · NAVER Search Ads API
Search terms customers use
Airtight containers (밀폐용기)12,410 searches
Tumblers (텀블러)119,200 searches
Vacuum flasks (보온병)11,830 searches
Monthly searches, desktop + mobile · Queried on 2026.10.04
Search counts are not forecasts of sales volume or revenue.
Search counts are not forecasts of sales volume or revenue.
Example workflow structure
Keywords and demand → Competing product information → Product preparation → Outstanding checks
Keywords and demand → Competing product information → Product preparation → Outstanding checks
Research table · Comparison materials · Product-specific preparation lists
HospitalsApplication designed with simulated data
Scattered operational information,
organized into today’s checks.
Repeatedly gathering information and passing review tasks on separately.
We design a workflow linking operating status, staff review and daily reports,
so today’s tasks are clear.
Simulated data · Hospital operations design example
Tasks to review today
Operating status summaryQuery and aggregate
Staff review listReview needed
Draft daily reportResponsible staff review
Application design example
Operating status → Tasks to check → Staff review → Daily report
Operating status → Tasks to check → Staff review → Daily report
Operational summary · Review list · Daily report
THE WORK, IN MOTION
A direction for better workflows,
on film.
Start with workflow examples for commerce and hospitals.
Explore information preparation and staff review in each video.
Commerce · From discovering demand to sales operations
01:42Research and preparation partly implemented · Connections in development · Live channel integration not yet validated
Hospitals · Non-clinical operations and supplies purchasing preparation
01:53No live AI, hospital or purchasing-system connection yet · Operational benefits not yet validated
Start with the task
that holds you up most often.
Transferring information again, finding the responsible person and checking results.
We explore the scope to address based on your business’s workflows and tools.
COMMERCE
Let your research
lead to the next preparation step.
Explore both the deliverables a customer would review and the current development scope.
Which terms do customers search for?
Check keywords and demand information.
Output: keyword and demand research table
What should we compare?
A workflow for organizing competitor information and items to review.
Example output: comparison materials
What else is needed?
Connect product information and preparation materials.
Example output: product preparation list
What remains to be done?
Distinguish prepared information from items needing further review.
Example output: outstanding checks
Currently confirmed scope
Keyword research and demand information outputs have been confirmed. Competitor analysis and product preparation connections are partly implemented and under development. Product listings, orders and purchasing require further implementation and live integration validation. The screen above illustrates the structure of outputs; it is not a live service interface.
Keyword research and demand information outputs have been confirmed. Competitor analysis and product preparation connections are partly implemented and under development. Product listings, orders and purchasing require further implementation and live integration validation. The screen above illustrates the structure of outputs; it is not a live service interface.
HOSPITAL / DESIGN EXAMPLE
From today’s information
to tasks for responsible staff to review.
A hospital operations application design example using simulated data.
Today’s operational information
Design how available operational information could be gathered.
Example: operational summary
Organize tasks to check
Distinguish items for responsible staff to review.
Example: review list
Pass work to responsible staff
Design role-appropriate review and handover workflows.
Example: tasks by role
Daily operations report
Connect status and review items to a report.
Example: draft report
Current stage: application design and discussion
Live hospital system integration and operational effects require further validation. The initial application scope is defined after reviewing the institution’s workflows and available information. This is not an actual deployment case or a demonstration of automated diagnosis or prescribing.
Live hospital system integration and operational effects require further validation. The initial application scope is defined after reviewing the institution’s workflows and available information. This is not an actual deployment case or a demonstration of automated diagnosis or prescribing.
START WITH ONE WORKFLOW
Start with one workflow
and assess adoption potential.
Rather than changing every task at once, start by defining the workflow to connect and the results to assess.
Where does work repeat?
Review your workflows and existing tools, then define the first application and the points requiring staff review.
Connect a small scope first.
We propose the workflow scope, timeframe, cost and deliverables, then apply the solution within the agreed scope.
What actually changed?
Review processing results, remaining checks, approvals and error handling together.
Expand to the next workflow.
Use pilot results to define integration scope and operating and support terms.
Currently in development. We first assess the feasible pilot scope for your industry and tools. Timeframe, cost and deliverables are proposed after consultation.
START WITH ONE WORKFLOW
The work you repeatedly check,
starting with one task.
Based on your current pain points and tools, we define the scope to address and the points requiring staff review.
Discuss your business needs
Outline the workflow you want to connect and request a consultation by email. We discuss pilot scope, timeframe, cost and deliverables together. Your entries are not stored on this website.