AI Cost & Operations
Meter
Finds AI spend, quality, and routing opportunities across providers and local models.
- Usage and cost analysis
- Quality-gated comparisons
- Routing recommendations
Forge Agents
Start from a configurable pattern, then customize the knowledge, tools, channels, models, approval points, and success criteria for your organization.
These are supervised workflows, not autonomous production approvals. Signal and Foundry have unresolved evaluation findings. See the Resources page for current capabilities and limitations.
10
role patterns
Cloud + local
model routing
Human
approval gates
Every run
auditable
Agent catalog
These are configurable operating patterns—not one-size-fits-all bots. Every deployment begins with a scoped workflow and explicit control model.
AI Cost & Operations
Finds AI spend, quality, and routing opportunities across providers and local models.
Chief of Staff
Converts updates, documents, and decisions into an executive operating brief.
Sales Qualification
Qualifies warm opportunities and prepares contextual outreach without autonomous sending.
Customer Support
Drafts grounded answers from approved knowledge and escalates uncertain or sensitive issues.
Content Repurposing
Transforms approved source material into channel-specific drafts while preserving meaning.
Document Operations
Extracts, normalizes, validates, and routes information from documents and forms.
Customer Success
Prepares weekly account reviews, risks, adoption signals, and retention actions.
Agent Builder
Designs governed agent packages around a customer workflow, systems, tools, and policies.
Administrative Care Preparation
Supports non-clinical health-plan administration with clear boundaries and escalation.
Cross-industry Data Automation
Reconciles operational data and routes exceptions across insurance and other industries.
Security architecture
Connections to email, calendars, CRM, payments, messaging, files, and voice are capabilities—not blanket permission. Each one is scoped and tested before use.
Agents can analyze and prepare work before any external action is enabled.
Email, payment, record changes, and other consequential writes require policy and human authorization.
Knowledge, credentials, memory, and runtime jobs remain separated by customer.
Provider keys and connected-system credentials are never placed in prompts or public interfaces.
Inputs, model routes, tool calls, approvals, outputs, and exceptions can be traced.
Low-confidence, regulated, or policy-conflicting work routes to an accountable person.
Customization path
01
Outcome, users, systems, risk, and the work the agent must never perform alone.
02
Approved knowledge, tools, channels, memory, and cloud or local models.
03
Representative cases, quality gates, adversarial tests, cost, and latency.
04
Controlled launch, audit review, weekly improvement, and measurable outcomes.
Already running
The Command Center is an operational console, not a public demo. Customer pilots receive their own isolated environment, policies, knowledge, and approvals.
Residual Forge / secure agent pilot
Describe a repetitive workflow, the systems it touches, and what must always require approval.