FOUNDRY 41Prepare tomorrow's leadership brief. Compare the pipeline report with last week's decisions, then flag anything without an owner.
Customer-owned AI work systems
Turn a request into finished, reviewable work.
Foundry 41 installs and operates an AI work system in your cloud account. A request in messaging starts an isolated job with the company context and tools you approve, then returns files, decisions, or code for a person to review. You keep the system.
One workflow first30-business-day targetOperate or hand over
# leadershipTEAM WORKSPACE · APPROVED MEMBERS
The coordination problem
AI should not create another inbox.
Giving everyone a chatbot can speed up isolated tasks while scattering context, decisions, and outputs across private sessions. Foundry gives the company one governed way to delegate and review real work.
Before: everyone starts over
Operations, finance, and owners work from separate chats, document copies, and business systems. Context splinters and decisions disappear.
After: work moves together
One request, shared approved context, a named reviewer, and a visible outcome connected to the systems the company chooses.
What we install
Not a chatbot. An operating system for one workflow at a time.
We currently call the installed layer Foundation. It combines company context, bounded tools, isolated execution, human review, and the Software Factory that lets the system improve safely.
01 · COMPANY BRAIN
Give the work the right context—not all the context.
The Company Brain keeps skills, memory, configuration, and approved sources in a form your team can inspect. Each job receives only the relevant context and access.
- Editable operating knowledge
- Per-team memory and rules
- Approved connections to business systems
Company sources
Approved policies, team memory, system data, and a versioned workflow skill.
Selected job context
The task receives only the relevant context and access—not the whole company brain.
Bounded work
An isolated job completes the task and returns an output for a person to review.
02 · ISOLATED EXECUTION
Let agents work without giving them the keys to everything.
Each conversation gets a dedicated job environment. The agent receives bounded capabilities, performs the work, and reports back with an artifact or decision—not an invisible chain of autonomous actions.
- Scoped tools and credentials
- Separate execution environments
- Logs and outputs the company keeps
09:14:03REQUEST RECEIVED
09:14:04scope: referral-follow-up
09:14:04sources: playbook, payer-rules, practice-system/read
09:14:05ISOLATED JOB STARTED
09:17:4112 records checked · 8 drafts prepared · 3 missing items
09:17:441 EXCEPTION REQUIRES OWNER
OUTPUT SAVED · REVIEW BATCHNo external write-back performed.
03 · HUMAN CONTROL
Put people where judgment matters.
Rules decide what the agent may prepare. Named owners handle exceptions, approve consequential actions, and keep the reasoning with the work record.
- Explicit approval points
- Named workflow owners
- Review, release, monitor, and roll back
41
Foundry agent needs a decisionREFERRAL FOLLOW-UP · EXCEPTION 01
Request updated authorization?
The file is complete except for an authorization date outside the approved rule. The draft is saved; the practice system has not been changed.
A concrete first workflow
Start with work people already do every day.
This illustrative clinic example shows the end result: not “chat with AI,” but a visible case that moves from intake to preparation, human judgment, and system outcome.
REFERRAL FOLLOW-UP
One owned case from request to outcome.
The agent prepares routine work. Staff see exceptions and approve action. The record keeps the context, draft, decision, and outcome together.
12FILES REVIEWED
8DRAFTS READY
3MISSING ITEMS
1STAFF DECISION
WORK RECORD · 041-0927OWNER · REFERRAL TEAM
01
Intake opens the case
COMPLETEApproved referral fields and source records enter one work record.
02
Agent prepares follow-up
COMPLETEPacket checked, missing information flagged, drafts saved.
03
Staff handles the exception
REVIEW REQUIREDA named owner reviews the one item outside the approved rule.
04
Approved outcome writes back
PENDINGOnly after approval; the work record retains the decision and output.
Why customer-owned matters
Own the operating system, not another seat license.
The installed system runs in your cloud account, under your keys. You pay model, cloud, API, and software providers directly. Foundry works through delegated access you can revoke, then operates the system or hands it over.
Talk through the architecture- Code and workflows
The deployed system, operating skills, connectors, and release history.
- Company context
Data, memory, configuration, and the rules that govern access.
- Credentials and accounts
Your provider relationships and secrets remain under your control.
- Work records and artifacts
Decisions, logs, files, code changes, and outputs stay with the company.
- The option to change operators
Revoke Foundry's role or use the runbook to operate the system yourself.
How the engagement works
Target: one production workflow in 30 business days.
For a scoped implementation with access and integration readiness, each stage leaves a usable artifact in your environment. The 30-day window is a target, not a black-box promise.
Days 1–5
Specify
Map the problem, systems, permissions, owner, approval points, and definition of production-ready.
Days 6–20
Install
Stand up your environment, approved integrations, Company Brain context, and the first workflow.
Days 21–30
Govern
Evaluate, test approvals, release with monitoring and rollback, and leave an operating backlog.
After launch
Operate or hand over
Foundry monitors and improves the workflow, or your team takes the runbook and operates it.
SCOPED IMPLEMENTATION
Foundry Implementation
Install the owned system and put one important end-to-end workflow into production.
- Company Brain and permissions
- Core integrations
- One governed workflow
- Evaluation, release, monitoring, and runbook
ONGOING OPERATION
Foundry Operate
Keep the system healthy and improve the next highest-value part of the workflow.
- Monitoring and release governance
- Weekly operating review and improvements
- Model performance and cost management
- Evaluation upkeep and regression checks
Built from working software
We run the model ourselves.
Sky is Foundry 41's internal reference implementation. A messaging thread starts a job in a dedicated sandbox with controlled access to code and capabilities. It selects approved context, performs the work, and reports back with reviewable outputs.
Selected outputs—memory, code changes, files, todos, and routines—can survive a session. Sky and Grow, a second internal instance, are not customer deployments. Broader work identity and automatic resume remain architectural direction, not a production claim.
Bring one operational problem
Give important work an owned place to run.
Show us a workflow that crosses people and systems. We will map the context, approvals, integrations, and production path—and tell you whether it fits a 30-business-day implementation.