Company knowledge. Connected systems. Employee AI.

AI for industrial derivatives operations

Give your team AI agents that use your company’s knowledge and connected APIs. Share context across employees and turn everyday questions into insights.

For teams across manufacturing

  • Mexicana de Vasos Impresos
  • Grupo MC Plásticos
  • Premium Stamp
  • Empaque Pro

Technology ecosystem

  • OpenAI
  • Anthropic
  • PostgreSQL
  • Amazon Web Services
  • WhatsApp

Your team’s questions. Your company’s context.

See how an employee agent combines shared knowledge and connected records to answer a question, explain a blocker, or surface a recurring issue.

One company. Context your team can share.Illustrative workspace · All records are fictional
Explore employee AI workflows
Company workspaceSales team
Employee profileShared knowledgeConnected APIs

Employee question

What should I know before the next call with customer DEMO-A?

SPOF · Example answer

The renewal is under review. Two support issues are still open, and the account note asks us to confirm the delivery window before sending a proposal.

  • Review the two open support issues with the account owner.
  • Confirm the delivery window with operations.
  • Use the approved terms from the shared account note.
Suggested next step

Draft a call brief for the account owner to review.

Company workspaceOperations team
Employee profileShared knowledgeConnected APIs

Employee question

What did we agree with customer DEMO-A about delivery?

SPOF · Example answer

The shared account note says operations must confirm the delivery window before sales sends a proposal. It records an agreement, not a confirmed shipment date.

  • Reuse the agreement recorded by the account team.
  • Check the current order record for a confirmed date.
  • Keep private employee notes outside this shared context.
Suggested next step

Ask the operations owner to confirm the date in the source system.

Company workspaceCustomer service
Employee profileShared knowledgeConnected APIs

Employee question

What is blocking order DEMO-104, and who owns the next step?

SPOF · Example answer

The order API lists the order as pending. The purchasing record shows a missing supplier confirmation. Purchasing owns the next check; there is no confirmed delivery date to share yet.

  • Match the order and purchasing records by their shared reference.
  • Read the latest recorded status through the configured API.
  • Return the owner and missing information without changing the order.
Suggested next step

Prepare a follow-up for purchasing. No order has been changed.

Company workspaceOperations lead
Employee profileShared knowledgeConnected APIs

Employee question

Which issue keeps delaying customer updates this week?

SPOF · Example answer

In these eight sample handoffs, five are waiting for supplier confirmation, two for an account review, and one for a missing order reference. Supplier confirmation is the most frequent recorded blocker.

  • Review the five supplier-confirmation handoffs first.
  • Check whether the same missing field appears in their source records.
  • This is a pattern in the sample, not a forecast or a measured saving.
Blockers in 8 sample handoffs
  • Supplier confirmation5
  • Account review2
  • Missing reference1
Suggested next step

Review the pattern with purchasing before changing the workflow.

AI, data, and infrastructure

Connections and provider choices are scoped for each deployment.

Company knowledge your next employee can use.

Keep approved decisions, account context, and working procedures in shared memory. Employees can build on what the team already knows instead of explaining the business from scratch.

Context for each employee

Configure an agent around the employee’s role, recurring questions, and permitted sources.

Memory for the team

Choose which knowledge belongs in shared memory and which people should have access to it.

Current facts from APIs

Check connected systems for current records. A remembered agreement and a live order status answer different questions.

Insights with evidence

Review recurring issues across permitted records and shared context, with the sources behind each finding.

See it applied to resin operations.

AI for resin inventory and production teams

Our resin solution connects plant, purchasing, sales, and quality questions to material availability, production plans, customer orders, and lot records.

Explore the resin solution
  • Production against plan
  • Available and reserved resin
  • Customer order blockers
  • Lot traceability

Define what each agent can access.

Per-employee profiles

Define the company knowledge and system context each role needs during setup.

Scoped shared memory

Agree which context can be shared, who can access it, and how the team keeps it current.

Read-only source connections

Start by querying connected systems without changing their records. API access is scoped to the workflow.

Dedicated deployment

Configure a dedicated agent server and review the AI provider and information included in model requests.

Employee agents, configured for your company.

Start with one team and one recurring workflow. We define the knowledge, connections, and access that agent needs with you.

Monthly Plans for Your Team

Monthly plans in USD. 4 users minimum. One-time setup is scoped and quoted separately.

Essential

For occasional company knowledge and record lookups.

$129per user / month

300 queries per user / month

From $516 / month for 4 users

Discuss Essential

Scale

For teams with a higher volume of daily questions.

$299per user / month

4,500 queries per user / month

From $1,196 / month for 4 users

Discuss Scale

One question is one query; follow-ups count separately. Your allowance is monthly, with no separate daily cap.

Plan inquiries open an email. We confirm the deployment scope and setup quote with you before work begins.

Frequently Asked Questions

What is an AI agent for employees?

It is an AI agent configured to help an employee with work questions using company knowledge, shared context, and connected systems. Its scope depends on the role, sources, and workflow agreed during setup.

How does shared company memory work?

Shared memory holds the company context your team chooses to make available, such as decisions, account notes, and procedures. We define the audience and maintenance process with you. Private employee notes do not need to become shared company knowledge.

Can we connect our own APIs and business systems?

We review your APIs, authentication methods, permissions, and required records before scoping a connection. ERP, CRM, support, and internal systems can be evaluated for a workflow; compatibility is confirmed for your environment rather than assumed from a vendor name.

Can the agent change or delete our data?

The source connections described here are read-only. The agent can retrieve permitted information but cannot update or delete source records through those connections. Shared memory is configured separately from your operational systems.

Who can access shared knowledge?

We configure employee profiles and the knowledge scope for each role. During setup, your team decides what can be shared and who should have access to each source and memory context.

Where does our data live?

Your source systems stay in place. The agent runs on a dedicated server, with shared memory configured for your deployment. We review what is stored and what information is sent to the chosen AI provider before deployment.

How is it priced?

Plans are billed monthly in USD, with a minimum of 4 users. Essential is $129 per user with 300 queries; Team is $150 per user with 1,500 queries; Scale is $299 per user with 4,500 queries. Query allowances are per user per month. One-time setup is scoped and quoted separately before deployment.

What counts as a query?

One question sent to the agent counts as one query. Follow-up questions count separately. Each user has a monthly allowance, so usage can vary from day to day without a separate daily cap.

Start with the question your team keeps asking.

Bring one recurring task and the systems your employees use. We’ll walk through a sample workflow and discuss the knowledge, memory, and connections it would need.

Book a Walkthrough

Request a time by email. Your walkthrough is scheduled once we confirm it with you.