# Koshra use cases by team

> AI employees for leadership, sales, marketing, client services, support, recruiting, research, finance and product, plus teams for agencies and founders, each role with a written job and a hard limit.

Canonical: https://koshra.si/use_cases
Last updated: 2026-11-07

These pages describe intended tasks for role-based bots. They are not measured autonomous outcomes.

Stated limits, not a proof that every path is blocked:

- These are stated product limits, not a proof that every path is blocked
- Payment, purchasing and moving money are refused by policy
- Publishing, pushing code, changing DNS or changing a live system is refused by policy
- Outbound messages still need the configured review. End-to-end coverage is not yet verified

## [Leadership and operations](https://koshra.si/use_cases/leadership)

AI employees that make the call, keep the day's list, track what is stuck and record decisions, while you stay the one who decides.

Roles: chief_executive_officer, chief_of_staff, chief_operating_officer, decision_desk, founding_desk, projects_desk

## [Sales and go-to-market](https://koshra.si/use_cases/gtm)

AI employees for pipeline, account research, enrichment plans, outbound drafts and RevOps hygiene. Every send waits for your approval.

Roles: chief_gtm, research_desk, pipeline_desk, enrichment_desk, outbound_desk, campaign_desk, connections_desk, revops_desk, deliverability_desk, customer_desk

## [Marketing, content and launches](https://koshra.si/use_cases/marketing)

AI employees that turn a true customer fact into briefs and channel drafts for X, YouTube and community replies, plan launch day and watch mentions. You publish.

Roles: chief_marketing_officer, chief_growth_officer, x_desk, youtube_desk, repurpose_desk, mentions_desk, content_community, content_video_editor, launch_day, launch_press_list

## [Client services](https://koshra.si/use_cases/client_services)

AI employees that coordinate client proposals, delivery plans and follow-ups from request to signed scope.

Roles: client_lead, client_proposal_writer

## [Customer support](https://koshra.si/use_cases/support)

AI employees that sort incoming customer questions, draft answers from your docs and hand you the ones that need your decision.

Roles: support_lead, support_triage, support_answers, support_escalations

## [Recruiting](https://koshra.si/use_cases/recruiting)

AI employees that define the next hire, source and score candidates against an approved scorecard and book first calls.

Roles: talent_desk, recruiting_sourcer, recruiting_screener, recruiting_scheduler

## [Research](https://koshra.si/use_cases/research)

AI employees that produce source-grounded answers, check every material claim against its source and name the gaps.

Roles: research_lead, research_evidence_reviewer, distill_desk

## [Finance and funding](https://koshra.si/use_cases/finance)

AI employees that watch spend and runway, check whether a number is real and draft funder updates from checked figures.

Roles: chief_financial_officer, funder_desk

## [Product, platform and security](https://koshra.si/use_cases/product_platform)

AI employees that scope the smallest version, design one surface at a time, build within the AI rules, review plans for security and draft term reviews.

Roles: product_lead, design_desk, platform_lead, chief_ai_officer, chief_security_officer, counsel, routines_desk

## [Agencies](https://koshra.si/use_cases/agencies)

AI employees for agencies that run work for many clients: research, proposals, outreach and content, on a server you control, under a licence you can resell.

Roles: client_lead, client_proposal_writer, research_desk, pipeline_desk, outbound_desk, repurpose_desk, chief_of_staff

## [Founders](https://koshra.si/use_cases/founders)

AI employees for founders and small teams: a chief of staff, decision notes, investor updates and go-to-market, with you approving what goes out.

Roles: chief_executive_officer, chief_of_staff, decision_desk, founding_desk, chief_financial_officer, funder_desk, chief_gtm