Start with preparation work
Choose one task, such as preparing a company brief before a discovery call. Define what sales needs: business model, services, relevant announcements, and unanswered questions. Use traceable public sources or authorized internal notes. Leave unknown fields unresolved instead of inventing answers. A useful brief separates sourced facts, their dates, and hypotheses to discuss with the prospect.
Design reviewable research
A sample agent takes a team-selected account, checks approved sources, summarizes findings with references, and proposes questions. Sales reviews relevance and errors before use. Set source limits and resolve similarly named companies. Do not infer budgets, buying decisions, or internal conditions without evidence. Faster preparation is unhelpful when it directs a conversation toward unsupported assumptions.
Separate drafts from sending
AI can draft follow-ups from conversation context, while the team reviews recipients, commitments, prices, and next steps. Define draft-only actions and actions requiring approval. Email and WhatsApp communications still need appropriate recipient permission and provider-policy handling. Public contact data does not itself establish willingness to receive messages. A research-and-drafting pilot can run without automated sending.
Define CRM boundaries
Start with read access or explicitly scoped field updates. Record sources and approval ownership. Use stable deduplication rules so one prospect does not become multiple opportunities. A positive response alone should not mark a deal won. Qualified, proposal, and closed stages must follow the company’s sales process. Test API failures, stale records, update conflicts, and retries.
Measure the right stage
Pilot measures can include brief preparation time, reference completeness, sales corrections, and actual use. Later, distinguish responses, relevant meetings, qualified opportunities, and contracts. Messages and clicks are not revenue. Account selection, offer quality, and sales execution can also affect results. Record the baseline and attribution limits so expansion does not depend on activity counts alone.
An initial brief for KODE
Describe recurring preparation tasks, applications, allowed sources, and reviewers. Share a sample brief structure without prospect personal data. KODE can assess agent feasibility, integrations, evaluations, and user training. Begin with one reviewable workflow before deciding whether further automation helps sales.