A Connect 981 rollout requires a small, focused cross functional team, not a large program office, but those resources must be senior enough to make decisions and close gaps. The exact level of effort varies by plant complexity, legacy systems, and validation requirements.
Quality: process ownership, requirements, and validation
Quality typically owns what “good” looks like and how the system must behave to support audits, investigations, and customer requirements.
Common quality responsibilities:
- Process mapping & scope: Identify which inspection points, NCR workflows, or document controls are in scope for the first Connect 981 wave. Clarify which forms, approvals, and records must be supported.
- Requirements & constraints: Define needed data fields, signatures, traceability expectations, retention periods, and any customer- or standard-specific requirements that affect configuration.
- Configuration review: Review how Connect 981 workflows, roles, and checklists are configured to confirm they match current controlled procedures (or planned revisions under change control).
- Validation & test evidence: Lead or co-lead UAT in regulated environments. Define test scenarios, review test scripts and results, and sign off that the system meets intended use, subject to your site’s validation procedures.
- Document updates: Trigger and review updates to work instructions, SOPs, and quality plans affected by Connect 981, following your existing document control and approval processes.
- Audit readiness: Confirm that Connect 981’s data, logs, and reports are sufficient to support internal audits and external assessments, without implying any guaranteed audit outcome.
Typical quality resourcing for an initial site rollout:
- 1 quality lead (QMS/operations quality) at ~25–50% allocation during design, testing, and go-live.
- 1–3 quality engineers or specialists participating in workshops, UAT, and pilot support, often in small bursts.
In highly regulated or customer-sensitive programs, quality effort can increase significantly if extensive validation, parallel runs, or customer approvals are required.
IT: integration, infrastructure, security, and lifecycle support
IT owns how Connect 981 fits your technical landscape: identity, connectivity, integrations, security, and long-term supportability. In brownfield environments, IT workload is heavily driven by legacy integration complexity and cybersecurity posture.
Common IT responsibilities:
- Environment & access: Provision environments, identity/SSO, and access control in line with corporate standards (on-prem, cloud, or hybrid, subject to your governance).
- Network & connectivity: Ensure shopfloor devices and workstations can reliably reach Connect 981, including Wi-Fi coverage in production areas, VPN/remote access rules, and bandwidth considerations.
- Integration design: Map and implement connections to ERP, MES, PLM, QMS, or data lakes, where in scope. This often includes master data sync (items, BOMs, routings, users) and event/data exchanges (orders, completions, NCRs).
- Data governance: Align Connect 981 data flows with existing policies on data classification, retention, backup, and disaster recovery. Clarify which system is system-of-record for each data type.
- Security & compliance alignment: Review architecture and controls against your cybersecurity standards (for example NIST 800-171, IEC 62443, or internal policies), and handle any required risk assessments or security exceptions.
- Device strategy: Decide on and provision tablets, terminals, scanners, or shared workstations, including OS images, patching, and endpoint protection.
- Monitoring & support: Integrate Connect 981 into existing monitoring, ticketing, and change management processes for ongoing operational support.
Typical IT resourcing for a first rollout:
- 1 IT lead / architect at ~25–50% during design and integration phases.
- Specialists pulled in as needed: identity/SSO, network, security, database/integration engineers.
Effort increases if:
- There is significant integration debt (multiple ERP instances, custom MES, or undocumented interfaces).
- Sites have strict air-gapped OT or segmented networks that require new patterns for secure connectivity.
- Defense or export-controlled data require special hosting or control regimes.
Operations: ownership of adoption and day-to-day use
Operations owns how Connect 981 is actually used on the floor. Their engagement is critical; without operations buy-in, deployments stall regardless of how good the configuration is.
Common operations responsibilities:
- Scope & sequencing: Decide which lines, cells, or programs are in the initial wave and how to phase subsequent areas. Align timing with production schedules and major deliveries to reduce disruption.
- Standard work definition: Provide the real-world workflows, constraints, and exceptions that Connect 981 must support. Validate that screen flows and data capture align with how work is actually done (or should be done after improvement).
- Pilot & feedback: Supply line leaders and operators for pilots, day-in-the-life testing, and structured feedback. Ensure issues are triaged and decisions are made quickly.
- Training & change management: Own or co-own how supervisors and operators are trained, how shifts are briefed, and how new hires will be onboarded with Connect 981 as part of standard work.
- Performance follow-up: Use data from Connect 981 to run daily/weekly reviews (for example, issues found, delays, rework), so the system quickly becomes part of how the business is managed rather than an add-on.
Typical operations resourcing:
- 1 operations lead (value stream, production, or plant leadership) at ~20–40% during design and rollout.
- 1–2 line supervisors or cell leaders engaged regularly for design reviews, pilots, and training design.
- Operators participating in pilots and UAT on a rotating basis, timed to minimize production impact.
Cross functional governance and decision making
Beyond individual functions, an effective Connect 981 rollout usually requires a small steering or working group with authority to resolve conflicts between quality, IT, and operations.
Common elements:
- Single product/process owner for Connect 981 at the site or program level, accountable for outcomes and prioritization.
- Regular cadence (for example, weekly) for decisions on configuration tradeoffs, scope changes, and go/no-go calls for each phase.
- Alignment with change control so that system changes, integrations, and procedure updates follow your existing governance, especially where validation is required.
Brownfield and long-lifecycle realities
Most regulated plants have mixed legacy systems and limited downtime. Connect 981 is more likely to coexist with ERP, MES, PLM, and QMS than to replace them outright, at least initially.
Implications for resourcing:
- You will need resources who understand current-state data flows and workarounds, not just how systems are supposed to work on paper.
- Full rip-and-replace approaches tend to require more IT and validation resources than most sites can realistically commit, due to qualification burden, downtime risk, and integration complexity.
- Phased rollouts that focus Connect 981 on specific workflows (for example, inspections, digital travelers, or NCR handling) usually fit better within existing resource constraints.
How to right-size resources for your site
The actual resource need will vary. To estimate realistically:
- Start with a narrow, high-value use case and one or two production areas rather than site-wide rollout.
- Map required integrations and validation scope early, as these usually drive the bulk of IT and quality effort.
- Protect key people’s time (quality lead, IT lead, operations lead) explicitly in their schedules to avoid slow, stop-start progress.
- Plan for a stabilization period after go-live where the same cross functional team can address issues and refine workflows.
