Bespoke AI operations.
Built around your business
Bespoke connects your data, tools, permissions, approvals, and logs into a custom AI operating foundation built around your business.
Build the operating system to use AI for real work
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Why AI stalls at PoC
Many companies try ChatGPT, but cannot turn AI into outcomes. The core reason is not model performance. It is because the business data, execution permissions, approval rules, and audit logs AI needs are not in place.
Business data foundation
Structure CRM, product, quote, invoice, inventory, and purchasing data so AI agents can read and update it safely.
Permissions and guardrails
Define what agents can do, what requires approval, and which actions should never run automatically.
Tool and MCP wiring
Connect Sanka, HubSpot, Salesforce, and internal systems through MCP and APIs so agents can execute real workflows.
What Bespoke builds
Interfaces
ChatGPT / Codex
Claude
Internal systems
Bespoke
AI Operating
Foundation
AI Operating
Foundation
Gateway
Define accessible information, updatable actions, and cases that require approval. Block or route based on input.
Logs and approvals
Store audit and execution logs, handle approvals and rejections, execute exception handling, and report
Data Integration
Connect business data for customers, deals, quotes, orders, invoices, inventory, purchasing, payments, and accounting
Tools & Data
Customer data
Salesforce / HubSpot
Salesforce / HubSpot
Sales data
Shopify / Stripe
Shopify / Stripe
Purchasing & inventory data
HR data
Accounting data
How we work
- Assess Review business data, tools, permissions, and exception flows.
- Design Define agent tasks, source data, approval rules, and logging needs.
- Build Connect Sanka, CRM, internal systems, and AI clients.
- Validate Test accuracy, permissions, approvals, and audit logs with sample workflows.
Frequently asked questions
What should we prepare before using AI in operations?
Start by defining the data agents can access, the actions they can execute, and the actions that require approval. Bespoke brings the design, connection, and testing work together.
Can we keep HubSpot or Salesforce?
Yes. The goal is not to replace your CRM. Bespoke connects CRM data with Sanka back-office data and makes that foundation safe for AI workflows.
How is this different from AI adoption enablement?
Bespoke creates the technical, data, and governance layer. AI adoption enablement helps your team roll that foundation into daily operating practice.