Migration & Cutover Agent
De-risks a CCaaS or platform cutover with automated discovery, testing and parity checks.
The problem. Platform cutovers slip because nobody can say with confidence what the legacy estate actually does — thousands of routing rules, prompts and integrations accumulated over a decade.
The agent inventories the legacy configuration — routing, prompts, queues, integrations, hours, overflow — and produces a structured, reviewable picture of current behaviour.
It generates and runs parity tests against the target platform, so differences are found in test rather than on cutover weekend.
It tracks the migration backlog and flags what is unused, so the estate is simplified rather than copied.
Discovery by interview, an unknown share of undocumented behaviour, and a cutover weekend of surprises.
A documented, tested and simplified estate with parity evidence before the switch.
Where this agent sits in the stack.
One conversational layer across voice and digital, wired into your CCaaS platform and CRM rather than bolted alongside them.
- 01
Customer channels
Voice, web chat, mobile app, WhatsApp, SMS and social — one conversation model, channel-specific presentation.
- 02
NLU & dialog orchestration
Intent, entity and LLM-based understanding, disambiguation, context carry-over and deterministic dialog policy for regulated flows.
- 03
Knowledge & fulfilment
Grounded retrieval over approved content plus transactional fulfilment through APIs — order status, payments, appointments, account changes.
- 04
Escalation & agent handoff
Warm transfer with full transcript, intent and authentication state so the customer never repeats themselves.
- 05
CCaaS & systems of record
Amazon Connect, Genesys Cloud, NICE CXone or Five9 alongside CRM, order management and billing.
Integration surface
- Legacy IVR/ACD configuration exports
- Target CCaaS APIs
- Test automation tooling
- Contact and routing analytics
Guardrails & human oversight
- Assistive by design: humans approve every migration decision.
- Parity results are evidence, not authority — the migration lead decides what ships.
- Every action outside policy stops at a reviewer queue with the agent's reasoning, evidence and proposed change attached.
- Nothing is deleted from the legacy estate; unused items are proposed for retirement.
What has to be true first
- Read access to legacy platform configuration.
- A target platform environment for parity testing.
- Contact analytics to identify unused paths.
Security, data & compliance
- Runs under a dedicated service identity with least-privilege, per-tool scopes — never a shared admin account.
- Customer and employee data stays inside your tenancy and region; no training on your data by default.
- PII is redacted before it reaches a model, and prompts, responses and tool calls are retained under your retention policy.
- Every tool call, input, decision and system write is logged and replayable for audit and model-risk review.
How this agent reaches production.
Weeks 1–2 · Discovery
Automated inventory of routing, prompts, integrations and hours.
Weeks 3–5 · Rationalise
Usage analysis, retirement candidates, target design confirmed.
Weeks 6–10 · Parity testing
Generated test suites run against the target with defect tracking.
Cutover + 30 days · Run
Hypercare with automated regression suites retained for future change.
What we agree to be measured on.
Ranges drawn from comparable production engagements. Your baseline is agreed before build starts, and the same numbers are reported after go-live.
| Metric | Expected range |
|---|---|
| Legacy configuration discovered automatically | 90%+ of routing paths |
| Cutover defects found before go-live | Most parity defects caught in test |
| Legacy paths retired as unused | 20–40% of the estate |
| Cutover timeline | Delivered within the agreed window |
Model the business case: CCaaS Migration TCO calculator →
Discovery and parity testing across one contact estate, with a rationalised target design.
Fixed-price scope · milestone billing · price on request.
Programme-wide migration support with retained regression suites for ongoing change.
Retained pod · quarterly outcome review · price on request.
The full Migration & Cutover Agent specification, as a PDF.
A multi-page specification your architecture, security and procurement reviewers can read without a call: what the agent does, the architecture, the integration surface, autonomy and guardrails, security posture, rollout plan, measurement plan and engagement shape.
- Process before and after, with the decision that stays with a human
- Layered architecture diagram and named integration surface
- Guardrails, approval gates, escalation and audit trail
- Security, data handling and compliance posture
- Phase-by-phase rollout and the measurement plan
Contact center modernization: from IVR to conversational AI
A step-by-step migration model for retiring legacy IVR and moving to conversational AI without breaking CX. Covers platform selection, data readiness, integrations, agent experience, QA and cutover — proven across NICE, Genesys, Amazon Connect, Kore.ai and Five9 estates.
Read the playbook →- Control plane for a hybrid human and AI agent workforce
Single capacity view across human and AI agents · cost per contact reported by agent type within 1 quarter
- Supervisor agent orchestrating policy, billing and claims
30–45% of multi-intent issues resolved in a single contact · 20–30% lower total cost per issue
- Interaction mining that turns contact history into production agents
30–50% faster program launch · top 20 intents prioritized by measured volume and automatability
What enterprise buyers ask about this agent.
Short, quotable answers on scope, systems, autonomy, governance, timeline, outcomes and commercial shape.
What does the Migration & Cutover Agent actually do?
De-risks a CCaaS or platform cutover with automated discovery, testing and parity checks. The agent inventories the legacy configuration — routing, prompts, queues, integrations, hours, overflow — and produces a structured, reviewable picture of current behaviour. It generates and runs parity tests against the target platform, so differences are found in test rather than on cutover weekend. It tracks the migration backlog and flags what is unused, so the estate is simplified rather than copied.
Which systems does the Migration & Cutover Agent act in?
It works across Legacy contact platform, Target CCaaS, Routing configuration, Test tooling. The named integration surface is Legacy IVR/ACD configuration exports; Target CCaaS APIs; Test automation tooling; Contact and routing analytics.
Which platforms is the Migration & Cutover Agent built on?
We deliver it on the platforms you already own — Amazon Connect, Genesys Cloud, NICE CXone. Pronix.ai is a systems integrator, not a software vendor, so the code, prompts and evaluation sets belong to you.
How much autonomy does it have?
Assistive autonomy. Assistive by design: humans approve every migration decision. Parity results are evidence, not authority — the migration lead decides what ships. Every action outside policy stops at a reviewer queue with the agent's reasoning, evidence and proposed change attached. Nothing is deleted from the legacy estate; unused items are proposed for retirement.
What has to be true before we start?
Read access to legacy platform configuration. A target platform environment for parity testing. Contact analytics to identify unused paths.
How is it secured and governed?
Runs under a dedicated service identity with least-privilege, per-tool scopes — never a shared admin account. Customer and employee data stays inside your tenancy and region; no training on your data by default. PII is redacted before it reaches a model, and prompts, responses and tool calls are retained under your retention policy. Every tool call, input, decision and system write is logged and replayable for audit and model-risk review.
How long does it take to reach production?
Delivery runs in 4 phases. Weeks 1–2 · Discovery: Automated inventory of routing, prompts, integrations and hours. Cutover + 30 days · Run: Hypercare with automated regression suites retained for future change.
What results should we expect?
90%+ of legacy routing discovered and parity-tested before cutover. Expected ranges from comparable production engagements: Legacy configuration discovered automatically 90%+ of routing paths; Cutover defects found before go-live Most parity defects caught in test; Legacy paths retired as unused 20–40% of the estate; Cutover timeline Delivered within the agreed window. Your baseline is agreed before build starts and reported on the same measures after go-live.
What does an engagement look like?
Production pilot: Discovery and parity testing across one contact estate, with a rationalised target design. Scale and run: Programme-wide migration support with retained regression suites for ongoing change. Fixed-price pilot with milestone billing, then a retained pod with quarterly outcome reviews.
What does the Migration & Cutover Agent cost?
Price on request. Every agent is scoped to your integration surface, data readiness and compliance posture, so we send a written estimate after a 30-minute scoping call rather than publish a band that would not apply to you.
Scope the Migration & Cutover Agent against your systems.
A 30-minute working session with the architects who deliver it: your integration surface, the decision that stays with a human, the measurement plan and a written estimate. We reply within one business day.
Get a written estimate for the Migration & Cutover Agent.
Tell us the process, the systems it touches and the compliance scope. We come back with a scope, a measurement plan and a written estimate — no published band that would not apply to you.
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