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Data Quality|7 June 2026

How to set simple data SLAs for small teams before connecting systems

A short, repeatable method to pick 6–8 critical fields, assign owners, set delays and checks so integrations run on reliable data.

Pick the 6–8 fields that actually stop work

Start by listing the fields that, if wrong or late, cause the most rework or missed actions — not every field you have. Think in terms of decisions: does the sales team need contact phone and owner to call a lead? Does finance need invoice date and amount to reconcile? Limit the list to six to eight items so the SLA is quick to check and enforce.

Examples: HubSpot contact fields — email, phone, contact owner, lifecycle stage; Xero invoicing — invoice number, invoice date, amount, payment status; Shared spreadsheet (order tracker) — order ID, customer name, delivery date, status. Keep each field tied to a clear decision or action so ownership is obvious.

Set maximum acceptable delay and a simple error rate

Give each field a maximum acceptable age before it’s considered stale. Use round, practical thresholds: critical lead fields — 4 hours; sales follow-up fields — same business day; finance fields for invoicing — 1 business day; lower‑priority fields — 48 hours. Record the threshold next to each field in the SLA.

Define an acceptable error rate to avoid perfectionism: required fields ≤1–2% bad values; optional but important fields ≤3–5%. If the rate is higher, the SLA triggers remedial steps (cleaning, training, or a simple stop on automated processing). Keep the math rough — if your sample of 100 records shows more than the allowed errors, treat it as a problem.

Allow and record exceptions. Typical exceptions are manual overrides, bulk imports in progress, or known ongoing migrations; each exception needs an owner, an expiry date and a short reason. That keeps the SLA useful instead of bureaucratic.

Two low‑friction checks and a 15‑minute weekly review

Daily quick‑check: a 5–10 minute run by the SLA owner. Open the system(s) and spot‑check 10 recent records against the six‑eight fields: are they present, owned, and within the acceptable age? Note any obvious spikes in missing data and raise a short alert if you hit the error-rate threshold.

Weekly dashboard and alert templates: keep one row per field with columns for owner, max age, allowed error rate and current week error rate. If a field breaches its rule, send a short alert: “SLA alert — HubSpot email missing on 6/30 new leads. Owner: Sam. Action: pause lead workflow until fixed.” Use plain language and one-sentence actions so the recipient can act fast.

15‑minute SLA review meeting: 1) quick headline numbers (OK / at risk / breach); 2) one root cause for any breach; 3) immediate action and owner for the week; 4) record any exceptions and expiry. Keep notes in the same shared place as the SLA so history is visible and the meeting stays focused.

If you want a ready one‑page SLA template or a short checklist to run these checks in HubSpot, Xero or a spreadsheet, Optira can share a practical starter — use it and adapt the thresholds to how your team actually works.

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