Deep Agents
Overview
In Allstacks, Deep Research Agents produce AI-powered analyses autonomously, acting as a strategic engineering intelligence partner – identifying risks, analyzing patterns, and recommending actions before problems escalate.
We have the following deep research agents available:
Delivery Risk Agent: Assess delivery risk for any key initiative through AI-powered analysis that surfaces risk drivers, technical components, and specific actionable recommendations for risk reduction
Requirements Readiness Agent: Automatically flags tickets with incomplete or ambiguous requirements using industry best practices and prescribed rules, providing feedback like a senior developer with codebase context
Reports have the following Token Costs:
Delivery Risk Report: 5 Token
Requirements Analysis Reports: 1 Token
The current Tokens used per Generate Report is subject to change and at this time can be disregarded. If you or your organization run out of tokens or need an update in your balance please contact your Customer Success Manager in their proper channels of communication.
Instructions
Finding the Reports Page
To find our reports page within Allstacks.
When we head back into our Organization we’ll select the dropdown from the Company Name.
From this Dropdown we’ll select AI Reports
Navigating AI Reports Management
When first entering into the AI Reports page you’ll see your Report History, Generate Reports, Token Balance.
Report History is a table containing all of your previously run reports.
Report Type: Is this a Risk, Workflow, Anaylsis or PR report
Parameters: Contains Parent Service IDs (PSID) and number of recipient(s) who will receive this report.
Launched By: Who ran the report
Recipients: Email address of the individual(s) who would receive this report
Status: Did the report complete or fail generating.
Runtime: The time it has taken for the report to complete or fail from when it was first generated.
Requested: Displayed in ISO 8601 date and time format when this report was generated.
Downloads: A downloadable PDF of the report generated.
Actions: The ability to relaunch the same report again. Designed for running again at a later date or in the event the report failed.
v. From this table you’ll have the ability to perform Actions with currently run reports.
b. Generate Reports is where we will input information such as the Type of Report (The report offerings currently available: Risk Delivery, Workflow, & Requirement Analysis), Workspace Name (Workspace), Parent Service Item Name (The Unique Name associated with a Parent Item), Recipients (An email address to which the generated report will deliver to), Additional Context (Optional context to guide AI Analysis), Max Items to Process (The maximum number of items the report will process related to the Parent Item), and Personalization (Adding instructions that will be saved and used for all reports of this type that you run).
c. Token Balance this the current balance available to generate new reports.
Running a Report
To run our existing Reports there are several steps we need to follow to locate the Name required in order to run the report.
In Allstacks' current iteration of Deep Research Agents we are only operating for two of our Agents, Delivery Risk Report and Requirement Analysis Report.
Latest Update: Feb 17, 2026
Delivery Risk Report
Delivery Risk Reports take parent items such as Epics, Initiatives, Features, and etc. to build out an overall assessment of the risk on the effort. Using our matrix it will build Risk Scores and actions that can be taken as an organization.
We look to run this report adhoc to action and then perceive the effects taken from our efforts. Delivery Risk Reports will offer a slew of action items that can be taken within a 24 hour, 1-2 Week, or Elongated period.
Steps:
We will first need to find the Parent Item Name.
Additionally to simplify the search of a Parent Item we can now filter by Type, this can be especially helpful when multiple items may share the same naming structure.
When looking to identify an Epic or other Parent Item for the Delivery Risk Report, what items that are in flight (currently being worked on) that you would like to develop insights on.
When performing a look-up typing in a letter, full title, or partial title in the Parent Service Item Search, it will look to query and find items similar to your request.
We can also add any Recipient Emails that we would like to receive this report as well.
Recipient Emails that are added as receivers of this report DO NOT have to be an Enrolled User that is part of your Allstacks' space.
Context & Personalization: When running a report we can add additional context or personalization to emphasize focus and key themes in our report. By adding this context you can create a more tailored experience as the report runner or make Allstacks' matrix affix to your organization’s KPIs and Requirements.
This is a WIP Feature so please feel free
Once the report has been requested it will appear in your Report History in Status: Launched
The time it takes the report to is usually within minutes.
When the report is generated the recipients will receive an email titled, [Allstacks] AI-Powered Deliverable Risk Report for [Readable ID] [Issue Name].
The email will include the summary along with attachments for Per Item Risk Details and Report Matrix.
After a report has completed its run. You will be able to head back into the Report History and locate the Downloads which will include the Text Only Risk Report.
A user may also Relaunch the Report. When relaunching the report will direct to the recipients that were selected on the Original Run of the report.
Your Reports History is accessible by any user within the Allstacks' Platform regardless of current assigned role.
Requirement Analysis Report
The Requirement Analysis Report is for anything in-flight or need to be started that you would like to review the current scope and requirements for to ensure it meets business standards or against our Allstacks' Report Matrix.
Steps:
We will first need to find the Parent Service Item Name.
When looking to identify an Parent Service Item, look to find items that are currently in-flight, planned for an Upcoming Sprint, or Within The Quarter.
Additionally to simplify the search of a Parent Item we can now filter by Type, this can be especially helpful when multiple items may share the same naming structure.
When looking to identify an Epic or other Parent Item for the Requirements Analysis Report, what items that are in-flight, planned for an Upcoming Sprint, or Within the Quarter that we want to ensure have been properly groomed for business standards.
When performing a look-up typing in a letter, full title, or partial title in the Parent Service Item Search, it will look to query and find items similar to your request.
We can also add any Recipient Emails that we would like to receive this report as well.
Recipient Emails that are added as receivers of this report DO NOT have to be an Enrolled User that is part of your Allstacks' space.
Context: When running a report we can add additional context or personalization to emphasize focus and key themes in our report. By adding this context you can create a more tailored experience as the report runner or make Allstacks' matrix affix to your organization’s KPIs and Requirements.
This is a WIP Feature so please feel free to provide feedback to your Customer Success Manager.
Once the report has been requested it will appear in your Report History in Status: Launched
The time it takes the report to is usually within minutes.
When the report is generated the recipients will receive an email titled, [Allstacks] AI-Powered Deliverable Risk Report for [Readable ID] [Issue Name].
The email will include the summary along with attachments for Per Item Risk Details and Report Matrix.
After a report has completed its run. You will be able to head back into the Report History and locate the Downloads which will include the Requirements Analysis Report PDF, Requirements Analysis Items CSV, Requirements Analysis Gaps CSV, and the Requirements Analysis Suggested Childe Tickets CSV.
A user may also Relaunch the Report. When relaunching the report will direct to the recipients that were selected on the Original Run of the report.
Your Reports History is accessible by any user within the Allstacks' Platform regardless of current assigned role.