Project Handoffs: Sales to Delivery Automation That Preserves Context

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Overview

The handoff is where promises meet reality. Automation should transfer structured context—not forward email chains.

Core concept

Definition

Handoff automation creates delivery projects from closed-won data: scope summaries, dependencies, success metrics, and stakeholder roster—validated before kickoff.

Business impact

Why it matters

Delivery rework from ambiguous scope destroys margin and NPS. Structured handoffs reduce thrash.

Practical model

Framework

Definition of ready

Kickoff blocked until required fields and documents attach.

Single handoff object

A structured package both teams reference—versioned over time.

Implementation detail

Detailed breakdown

AI assist

Summarize long email threads into scope bullets for review—not auto-commit.

In practice

Real-world example

A consultancy cut kickoff delays by auto-generating project workspaces from CRM milestones and SOW links.

Avoid these

Common mistakes

Sales notes as unstructured blobs—delivery cannot rely on them.
No feedback loop—delivery learns nothing about bad scoping.

Engineering layer

Technical patterns

Template instantiation

`deal_type` → `project_template_id`; variables substituted from CRM.
SOW PDF hash stored for audit trail.

Build patterns

Code examples

Instantiate milestones

Idempotent project creation from deal id.

TypeScript

export async function createProjectFromDeal(dealId) {
  const deal = await crm.getDeal(dealId);
  const tmpl = templates[deal.type];
  if (await db.findProjectByDeal(dealId)) return; // idempotent
  await db.insertProject({ dealId, milestones: tmpl.milestones });
}

System view

System architecture

YAML

[CRM closed-won webhook]
        → [Mapper: products → scope]
        → [PSA / PM tool API]
        → [Kickoff tasks + Slack]
        → [Time tracking link]

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