Models alone don't understand your company. Agent Factory wraps every agent in an organizational harness, so it knows your business, works across your tools, and acts safely with the right permissions for every user.
Run agent workloads inside your own cloud while using Agent Factory as the control plane. Your data and execution stay within infrastructure you control.
One control plane. Multiple execution environments. Same agent platform.
Contact us
We'll help you start.
Your company already knows how its work gets done. We'll help you turn that know-how into agents your team can use every day, in the tools you already have.
A real person reads every message and replies within two business days.
agent-factory
# Agent Factory
Agents. Across your entire company. The agent layer for your company. One shared brain, one execution tier, and one security model, available on every surface your teams use.
Models alone don't understand your company. Agent Factory wraps every agent in an organizational harness, so it knows your business, works across your tools, and acts safely with the right permissions for every user.
## Product
name
Agent Factory
category
The agent layer for your company
primitives
company brain: shared company context
surfaces
Web, Slack, Internal apps, Developer tools, Your product
Agents work across Slack, Teams, and email, with each place's context, skills, and permissions. Pick an app and a conversation to watch them work. Example conversations; names and numbers are illustrative.
Slack · #results: Weekly metrics review
Maya Chen: @Factory Did anything move by more than 10% week over week?
Factory: Paid signups are up 23%, the only core metric that moved more than 10%. CAC is down 8%. Want me to run this every Monday at 8?
Jordan Ellis: Yes. Post it here every Monday.
Factory: Done. I'll post the review in #results every Monday at 8:00.
[Asked by] Maya Chen · Growth
[Context] #results · last 12 weeks
[Skills] weekly-metrics
[Tools] warehouse.query · charts
[Access] Metrics read · Jobs create
Slack · #finance: Runway and hiring plan
Priya Shah: @Factory Analyze our runway and propose a revised hiring plan.
Factory: Runway is 26 months at current burn. Pausing two Q3 backfills extends it to 29. The model and the revised plan are attached.
Priya Shah: Add revenue by customer account to the model.
Factory: Customer-level revenue is outside this task's scope, so I left it out. RevOps can grant it for this request.
[Asked by] Priya Shah · CFO
[Context] #finance · FY plan, board deck
[Skills] runway-model · hiring-plan
[Tools] erp.query · spreadsheets
[Access] Finance read · Customer data withheld
Slack · #eng: Incident investigation
Sam Park: @Factory Checkout p95 jumped at 14:05. What happened?
Factory: Deploy #4182 added a synchronous call to the tax service. p95 went from 180ms to 1.4s. I drafted the revert.
Sam Park: Ship the revert.
Factory: Merging needs an engineer's approval, so I assigned #4183 to on-call. I'll post here when p95 recovers.
[Asked by] Sam Park · Engineering
[Context] #eng · runbooks, deploy history
[Skills] investigate-incident · analyze-logs
[Tools] logs.search · git · deploys
[Access] Open PRs · Merge needs approval
Slack · #product: Feedback synthesis
Lena Ortiz: @Factory What did customers ask for most this week?
Factory: Three themes cover 61% of requests. Bulk export leads, mostly from enterprise accounts.
Lena Ortiz: Turn bulk export into a spec draft.
Factory: Drafted. Every claim links to the requests behind it.
[Asked by] Lena Ortiz · Product
[Context] #product · roadmap, changelog
[Skills] research-feedback · write-spec
[Tools] support.search · crm.notes · docs
[Access] Tickets read · Customer names masked
Slack · #support: Escalation triage
Diego Alvarez: @Factory Acme says exports fail since Tuesday. Can you check?
Factory: Acme moved plans on Tuesday, and exports over 50,000 rows now fail. This matches known issue SUP-212. Draft reply below.
[Asked by] Diego Alvarez · Support
[Context] #support · help center, account history
[Skills] investigate-issue · draft-resolution
[Tools] tickets · billing.read
[Access] Account read · Billing read-only
Teams · Operations: Contract renewals
Nina Brooks: @Factory Which vendor contracts renew before the 31st?
Factory: Four contracts renew before the 31st. Two need notice this week if we want to renegotiate.
Nina Brooks: Remind each owner before their notice date.
Factory: Done. Each owner gets a reminder three days before their notice date.
[Asked by] Nina Brooks · Operations
[Context] Operations · contract library
[Skills] vendor-review
[Tools] docs.search · calendar
[Access] Contracts read · Jobs create
Teams · Recruiting: Interview scheduling
Omar Haddad: @Factory Set up the onsite loop for the Staff Engineer candidate next week.
Factory: The loop is held for Tuesday. All five interviewers are confirmed. The candidate gets the invite once you approve.
[Asked by] Omar Haddad · Recruiting
[Context] Recruiting · loop templates
[Skills] loop-scheduling
[Tools] calendar · rooms · ats
[Access] Free/busy only · Candidate data masked
Teams · Sales: Account brief
Tessa Grant: @Factory Prep me for the Northwind call at 2.
Factory: Here's your brief. Their open question was this morning's invoice, and it's already resolved.
[Asked by] Tessa Grant · Sales
[Context] Sales · CRM, call notes
[Skills] account-brief
[Tools] crm.read · calls.search
[Access] Own accounts · Finance notes withheld
Teams · IT Help: Access request
Alex Kim: @Factory Can I get access to the finance dashboard?
Factory: That dashboard needs approval from Finance. I sent the request to Priya and will grant access when she approves.
Factory: Priya approved. You have viewer access for 30 days.
[Asked by] Alex Kim · Billing
[Context] IT Help · access policies
[Skills] access-routing
[Tools] idp.groups · approvals
[Access] Grant after approval · 30-day expiry
Gmail · Invoice INV-2291 doesn't match our PO: Invoice reconciliation
Karen Wu: Hi, invoice INV-2291 lists 120 seats, but PO 7731 covers 100. Can you correct it before we process payment?
Alex Kim: Factory, can you reconcile this and draft a reply?
Factory: The PO is out of date. Northwind added 20 seats on Aug 12 with order form OF-88, signed by their IT lead, so INV-2291 is correct. The draft reply below attaches the signed form.
[Asked by] Alex Kim · Accounts receivable
[Context] Billing inbox · contracts, order forms
[Skills] reconcile-invoice · draft-reply
[Tools] erp.invoices · docs.search
[Access] Billing read · Sending needs approval
Gmail · Security questionnaire, due Friday: Security questionnaire
Ravi Patel: Attached is our 92-question security questionnaire. We need it back by Friday to move forward with the contract.
Jordan Ellis: Factory, please fill this in from our approved security answers.
Factory: I answered 84 of 92 from approved policy language. Eight questions need Legal, mostly about data residency. The file is ready for your review.
[Asked by] Jordan Ellis · Sales
[Context] Deal room · Acme Corp
[Skills] security-review
[Tools] docs.search · policy library
[Access] Approved answers only · Legal flagged
Gmail · Monday metrics review: Scheduled report
Factory: Good morning. Paid signups are up 23%, the only core metric that moved more than 10%. CAC is down 8%.
Maya Chen: Thanks. Can you add pipeline by region next week?
Factory: Added. Next Monday's review includes pipeline by region.
[Asked by] Scheduled job · every Monday
[Context] Leadership list
[Skills] weekly-metrics
[Tools] warehouse.query · charts · email
[Access] Metrics read · Send to list
## Move from asking AI questions to letting AI work across your company.
Most enterprise AI starts as another chat window. But company work doesn't happen in one window.
Agent Factory creates a shared agent layer underneath all of them. Your agent understands the organization, accesses the right tools, and executes work safely wherever it is invoked.
## Company context. Shared by every agent.
Company context. Shared by every agent. One company brain for your documents, instructions, and accumulated knowledge. Give every agent the context it needs, with access you control.
Company knowledge
Agents search and read your documentation, policies, and runbooks directly from shared sources.
Your way of working
Company and folder-specific instructions tell agents what belongs where and how to work with it.
Scoped access
Each credential defines which folders an agent can see and which it can update.
Shared memory
Authorized agents save useful knowledge as documents, ready for the next agent and the next task.
Versioned changes
Updates carry an author and a reason. Follow the history, restore a document, or undo a change.
## Agents do the work. Your secrets stay locked away.
Every task runs in its own sealed workspace, walled off from other tasks and other people. When an agent needs a password or an API key, it never gets to see it. The real key is added at the exit, and only for places you've approved.
A sealed workspace for every task
Nothing leaks in from other tasks, and nothing leaks out to them.
Keys the agent never sees
Credentials live in a vault. The agent only ever holds a stand-in.
Only approved destinations
Anything outside the task, or off your list, is stopped at the gate.
A record of everything
See what the agent opened, which skills it used, and what it did.
## Turn company expertise into reusable capabilities.
Your best workflows shouldn't disappear inside prompts, documents, or one employee's head. Package organizational expertise into skills your agents can discover and use whenever they're needed.
Create
Turn a workflow, process, or domain expertise into a reusable skill.
Install
Make approved capabilities available across your organization.
Update
Improve skills centrally without rebuilding every agent.
Govern
Control ownership, versions, permissions, and availability.
Learn
Use real execution feedback to understand what works and continuously improve your agent capabilities.
## Every agent. Every credit. One control plane.
Know what each agent costs, what people ask it to do, and which skills do the work, across every team.
Spend by model
Which models cost the most to run?
Spend by agent
Which agents use the most credits?
Agent health
Which agents need attention right now?
What agents are asked to do
What do people ask agents to do?
Where work happens
How does work reach your agents?
What skills get used
Which skills do the work?
Adoption
Who is building with agents?
## Your infrastructure. Your boundaries.
Agent Factory Cloud
The fastest way to deploy. Infrastructure, execution, scaling, and platform management operated for you. Best for: Startups, AI-native companies, Teams moving quickly.
BYOC
Bring your own cloud. Run agent workloads inside your own cloud while using Agent Factory as the control plane. Your data and execution stay within infrastructure you control. Best for: Enterprise environments, Regulated organizations, Existing cloud infrastructure, Advanced networking requirements.
One control plane. Multiple execution environments. Same agent platform.
## We'll help you start.
Your company already knows how its work gets done. We'll help you turn that know-how into agents your team can use every day, in the tools you already have.
- Contact form: name, work email, topic, optional message