Different AI use cases. One company control model.
Talon is not another agent framework. It applies a shared company policy to supported provider and action paths, then records decisions that operators can verify. Explore the coding, support, People Analytics and procurement applications for these controls—and see precisely where Talon's responsibility ends.
4 governed AI use cases
coding agents → budgets + action boundaries
customer support → data handling + tool rules
people analytics → allowed HR aggregates
contract review → confidential egress
one operating pattern
authenticated AI use case → effective policy
intercepted path → decision → evidenceExplore AI use cases
Start with the business workflow, not the framework.
These pages explain how Talon's existing governance capabilities apply to realistic workflows. The demo repository contains reproducible synthetic examples, including a People Analytics integration being assembled separately. They are not customer production case studies.
Coding agents
Use a real TokenEconomizer study to investigate cost and quality without claiming token savings; verify a separate Copilot release-tool boundary.
Coding-agent case →Customer support automation
Draft replies from synthetic tickets, redact personal data, apply provider fallback and stop forbidden refund-authority paths.
Support case →People Analytics
Let AI answer workforce questions using permitted aggregate HR tools while denying intercepted employee exports. Preserve separate warehouse access controls.
People Analytics case →Vendor contract review
Apply confidential-data egress policy to a synthetic vendor package before an approved model prepares an advisory review.
Contract-review case →Additional reproducible boundary
Document workflows with spending limits
The existing n8n quarterly-document workflow demonstrates a different failure mode: as an agent-scoped session approaches its estimate-based budget cap, Talon prevents the next model request and the application preserves already completed summaries. This is a supporting cost-control proof, not an independent top-level product or a guarantee against one-request overspend.
What they share
One policy foundation; use-case-specific effective controls.
Authenticate the use case, resolve company policy and its constrained overrides, enforce only at supported boundaries, and inspect request/session/operation evidence where available. Talon does not own the business workflow, execute the external agent loop, or observe direct calls that bypass interception.
company baseline
+ per-use-case constraints
↓ effective policy
coding | support | HR | procurement
↓ intercepted request / call
decision + evidence
other execution paths ≠ governed