What should a buyer do after reading the research?
Choose one measurable workflow, establish its current economics, approve its operating boundaries, and test suppliers against the same acceptance criteria.
Section 11 of 11 / Make the decision
Next steps
Choose the next evidence-led step for your organisation.
11 pages17 sources citedLast updated
23 October 2026
23 October 2026
Which route fits your situation?
Decision route 01
Establish the problem
- Your question
- Which calls need a better outcome?
- Proceed when
- Eligible demand and current outcomes can be measured.
- Otherwise
- Fix reporting, routing or callback processes first.
- 01Establish the problem →
- 02Define the workflow →
- 03Test the economics →
- 04Approve access and controls →
- 05Run the trial →
- 06Expand carefully →
This gate-based approach is consistent with NIST’s emphasis on documented responsibilities, testing before deployment, measurement during operation and mechanisms to disengage systems that perform outside their intended use. It is not a NIST certification.
Inside this section
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What is the shortest defensible decision path?
Work through these gates in order, while involving technology and risk reviewers from the beginning.
Stage 1: Which workflow should you investigate first?
Choose the smallest workflow with material demand, an observable result and an acceptable exception path.
Stage 2: How do you establish whether AI is worth testing?
Compare complete operating models, not an AI minute rate with an employee’s hourly wage.
Stage 3: What must legal, security and operational reviewers approve?
Approve the specific workflow, suppliers, data and actions—not a generic claim that the platform is compliant.
Stage 4: How should you shortlist and test suppliers?
Give a small shortlist the same workflow, operating rules, evidence requirements and commercial template.
Stage 5: How should you run a bounded live pilot?
Progress from synthetic testing to controlled telephone tests, then limited live traffic with a named fallback owner.
Stage 6: What must be in place before signing or expanding?
Contract for a supportable service, not just access to an agent.
When does bringing in a specialist make economic sense?
Bring in a specialist when an unanswered question could materially change the architecture, approval, contract or operating model—not merely because the project involves AI.
What should you do in the next 30 days?
Use this as a planning sequence, not a promised implementation timetable.