Use Case / Enterprise Ops

Retire the
Spreadsheets.

Your operations team is running on fragile Excel sheets, Zapier glue, and tribal knowledge. Replace the shadow IT with purpose-built internal software and AI copilots.

Risk Level: Critical
01

The House of Cards

Your department heads are building "software" without Engineering. They are linking Google Sheets to Airtable via Zapier, creating a fragile web of dependencies.

This is Shadow IT. It works until it doesn't. When the "Excel Wizard" leaves the company, the process collapses. You have no audit logs, no version control, and zero security.

Operational Risk
84%

of Ops processes rely on manual spreadsheet data entry.

Source: Internal Audit

02

Purpose-Built Infrastructure

Stop trying to make project management tools act like ERPs. We deploy rigid, reliable internal applications that enforce process and sanitize data at the source.

Fragile Glue

Zapier + CSVs + Email

Hardened Logic

API-First Architecture

Internal App

Role-Based Dashboard


03

Capturing Tribal Knowledge

Contextual AI Copilots

Ingest your SOP PDFs, Slack history, and old emails. Our AI agents answer questions like "How do I process a refund over $5k?" instantly.

Workflow Replacement

Replace fragile Zapier loops with durable, codified state machines. If a step fails, it retries or escalates, rather than failing silently.

RBAC & Governance

Stop sharing the "Master Password." Granular permissions ensure interns can't delete the database, and every action is audit-logged.

Unified Data Models

A single source of truth. No more VLOOKUPs between three different exports to find out what inventory is actually in the warehouse.


04

System Logic

backend/agents/support_copilot.py
# AI Agent that resolves internal tickets based on documentation
async def resolve_ticket(ticket_id, user_query):
    
    # 1. Retrieve relevant context from Vector DB (SOPs, Slack)
    context = await vector_store.similarity_search(user_query, k=3)
    
    # 2. Check Governance Policy
    if not permissions.can_access(user_id, context.sensitivity_level):
        return "Access Denied: Consult Manager."

    # 3. Formulate response via LLM
    answer = await llm.generate(
        prompt=f"Using this context: {context}, answer: {user_query}",
        temperature=0
    )
    
    # 4. Log audit trail
    audit_log.record(user_id, ticket_id, "AI_ASSIST")
    
    return answer

We inject AI directly into the workflow. Instead of asking a senior manager, your junior staff asks the system, which references your approved documentation.

05

The Shift

Component The Shadow Way The WRKSHP Way
Database Google Sheets / Airtable Postgres / SQL
Automation Zapier / Make.com Code-Based Workflow
Knowledge Tribal / In Heads AI Vector Store
Security Shared Links SSO + Audit Logs

Operationalize your business.

Stop building on shaky foundations. Schedule a consultation to map your current "Shadow Stack" and design a migration plan.

Start Migration