Pilot Playbook: First Compliance Workflow

Choosing your first compliance workflow determines whether a pilot produces learning or politics. Pick poorly, and the tool gets blamed for a process that was never ready. Pick well, and you earn trust for the next expansion.

Hazard communication and SDS work remain high-volume for chemical SMEs - see ECHA SDS guidance. That volume often makes SDS triage the cleanest first bet, but it is not universal.

Option A: SDS revision triage

Choose this if: document volume is high, specialists spend hours reading deltas, and release SLAs slip.

Strengths: clear inputs/outputs, easy to sample for quality, fast time-to-value.

Watch-outs: supplier data quality issues can dominate; fix intake rules in parallel. Pair with GHS labeling gaps and document inconsistency.

Option B: Customer questionnaire drafting

Choose this if: sales cycles stall on compliance packs and answers are repetitive across customers.

Strengths: visible commercial ROI, strong executive attention.

Watch-outs: external send risk is higher - require stricter approval gates and source binding. Use human-in-the-loop AI for regulated workflows.

Option C: Change-control impact checks

Choose this if: formulation/packaging changes frequently create missed downstream updates (SDS/label/ERP).

Strengths: attacks root cause of inconsistency.

Watch-outs: more stakeholders; longer pilot setup. Connect to regulatory change control in a QMS.

How should you score options?

Score each option 1-5 on:

• Volume pain
• Data readiness
• Expert availability for review
• Blast radius if wrong
• Commercial visibility

Prefer high pain + high data readiness + low blast radius for pilot one. Save high blast-radius workflows for after trust is earned. Capture ROI metrics early - see measuring ROI of compliance automation.

What belongs in the pilot charter?

Whatever you pick, write down:

• In-scope case types
• Out-of-scope decisions
• Success metrics
• Approvers
• Data handling rules
• Go/no-go date
• Explicit ban on auto-approval for regulated disposition

Then run a contained four-week cycle: four-week compliance automation pilot.

What pattern do mid-market teams see often?

For many chemical SMEs, SDS revision triage is the best first pilot: contained risk, obvious time sink, and natural expansion into labeling reconciliation later. Pharma teams sometimes prefer questionnaire drafting with tighter export controls when commercial delay is the burning platform.

Pick one. Instrument it. Learn. Then expand. Do not run three pilots in parallel on day one.

How do you handle politics when every team wants to go first?

Make the scoring sheet public inside the company. Invite each stakeholder to score, then reconcile in a single 45-minute meeting. Document the winner and the explicit deferrals with revisit dates. Give deferred teams a consolation: better data readiness work funded now so they become pilot two. Refuse "pilot zero" that secretly includes three workflows. If executives override the score toward a high-blast-radius workflow, raise the control bar (dual review, smaller SKU set) rather than pretending risk disappeared. Publish a kickoff note: in scope, out of scope, success metrics, and kill criteria. Kill criteria protect everyone when the tool or process is not ready. Revisit the score after the first pilot's learnings - data readiness often improves, changing the next pick. Keep customer-facing workflows behind internal wins unless commercial delay is existential and gates are strict.

Checklist before you call the work done

Confirm owners, due dates, and evidence links on every open case. Confirm language packs and label stock match the controlled SDS revision. Confirm assistants cannot close regulated steps alone. Confirm metrics for the week are visible to quality leadership. If any box is unchecked, the process is not ready for more automation spend. Fix the box, then expand. That sequence protects trust with auditors, customers, and your own specialists who have seen tools come and go.

FAQ

Can we pilot two workflows if we have two teams?

Only if each has its own charter, metrics, and reviewers. Shared tooling with mixed success criteria creates confusing go/no-go politics.

What if data quality is too poor for any option?

Fix intake and case structure first - see from inbox chaos to structured compliance review - then re-score.

What is a good kill criterion for a pilot?

Missed cycle-time targets with no quality gain, override rates that stay above your bar after training, or any uncontrolled write to a regulated record.