The honest answer: 3 weeks to a working proof of concept, 2 to 3 months to full deployment. Anyone quoting less is cutting corners. Anyone quoting more is selling consulting hours. Here is what the phases actually look like.
The Five Phases and What Each Takes
- Phase 1 -- Discovery and Assessment (2 weeks): Workflow mapping, data audit, opportunity prioritization, and build specification. This is the AI Blueprint Audit.
- Phase 2 -- Proof of Concept (Week 3): Single highest-impact workflow built and deployed in your real environment on actual data. Not a demo. Not a prototype.
- Phase 3 -- Full Build (Weeks 4 to 8): Remaining workflows built, tested, integrated, and QA completed. Edge cases handled.
- Phase 4 -- Training and Handoff (Weeks 8 to 10): Team trained on the system, documentation complete, operator playbooks delivered, IP transferred.
- Phase 5 -- Stabilization (Weeks 10 to 12): 30-day post-launch support window. Issues resolved, optimizations made based on live usage data.
What Extends the Timeline
- Data that is not in a usable format: add 2 to 4 weeks for cleanup and structuring
- Multiple stakeholders with conflicting requirements: add 2 to 4 weeks for alignment
- Complex integrations with legacy or proprietary systems: add 1 to 3 weeks per integration
- Team resistance to adoption: adds ongoing change management effort throughout
What Compresses the Timeline
- Clear success metrics defined and agreed before the build starts
- Data already in a structured CRM or system with clean records
- A single internal owner with decision-making authority and availability
- A team that has successfully adopted new software in the past 18 months
The Most Common Timeline Mistake
Teams consistently treat the technical build as the entire project. The build is typically 40 percent of the total effort. Training, change management, documentation, and stabilization are the other 60 percent. Projects that rush these phases deliver systems that nobody uses 6 months later.
What the 3-Week POC Commitment Actually Means
The proof of concept in week 3 is one workflow -- the single highest-impact automation identified in the Blueprint Audit -- running live in your real environment on your actual data. Your team can see it work, test it, and validate the approach before the larger build commitment. That is the purpose: proof of value before the full investment, not a shortcut to a complete solution.