Field Notes & Insights

Digital Marketing Blog

Practical SEO, growth, and engineering notes for teams building revenue online.

Showing 43-55 of 55 articles

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Close-up of an illustrative line chart on a screen
Saas Development
06 Oct 202610 min

How do we build a dashboard that explains why two systems show different revenue totals?

Build a revenue reconciliation dashboard with agreed definitions, a balanced cash bridge, source coverage checks and a practical data contract for your team.

dashboard revenue reconciliation design
Close-up of an illustrative line chart on a screen
Saas Development
06 Oct 20269 min

How do we build a client portal where customers can correct details without overwriting verified records?

Learn to build a client portal enabling customers to propose corrections without overwriting verified records, using controlled workflows and clear roles.

client portal verified data changes
Person planning a workflow on a whiteboard
Saas Development
06 Oct 202611 min

Can we release an AI feature to one organisation before enabling it for everyone?

Learn how to safely release an AI feature to one organisation first with eligibility rules, usage limits, rollback plans, and outcome comparisons in SaaS.

SaaS AI feature staged rollout
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202611 min

Can support staff investigate a customer's problem without full administrator access?

Give SaaS support staff scoped customer access with expiring grants, safe diagnostic views, file restrictions, audit records, and practical acceptance tests.

SaaS support least privilege access
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202611 min

Can our MVP test a usage limit before we build the full billing system?

Test an MVP usage limit with a server-owned counter, clear period boundaries and a validation plan before choosing pricing or building billing automation.

MVP usage limit validation
Person planning a workflow on a whiteboard
Saas Development
06 Oct 20269 min

Can an AI-powered SaaS feature retrieve documents using the signed-in customer's permissions?

Build SaaS AI retrieval around current user permissions, server-owned document scope, authorized model context, safe citations, and practical isolation tests.

SaaS AI retrieval user permissions
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202610 min

Can an AI-generated MVP be handed to another developer without rebuilding it?

Check source ownership, reproducible deployments, data access, dependencies and operating evidence before accepting an AI-generated MVP from a developer.

AI generated MVP ownership handover
People reviewing work together at a desk with laptops
Saas Development
06 Oct 20269 min

Can a South African SaaS founder copy a Stripe billing tutorial directly?

Check merchant eligibility, payment methods and provider behaviour before using a Stripe billing tutorial. Includes a South African provider-fit checklist.

South Africa SaaS payment provider eligibility
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202610 min

Can a marketplace accept a request before the provider confirms availability?

Design marketplace requests, acceptance, reservations and payment as separate states. Plan expiry, late-payment recovery and customer messages in a clear brief.

marketplace booking request confirmation
Close-up of an illustrative line chart on a screen
Saas Development
06 Oct 202610 min

Can a dashboard alert create a task without generating the same task every hour?

Prevent recurring dashboard alerts from creating duplicate tasks with stable incident episodes, atomic claims, safe retries and a usable alert-to-task contract.

dashboard alert task deduplication
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202610 min

Can a customer pause a subscription without losing their historical data?

Design a subscription pause with separate billing, access and retention rules, verified provider readback and a practical customer pause-and-return brief.

SaaS subscription pause data access
Close-up of an illustrative line chart on a screen
Saas Development
06 Oct 202610 min

Can a CRM approval workflow keep the original request visible after staff amend it?

Preserve original CRM requests and staff amendments with linked versions, exact-version approvals, concurrency checks, access controls and practical tests.

CRM approval request version history
Product decision comparing a disposable clickable prototype with a secure end-to-end production MVP workflow
Saas Development
21 Jul 20268 min

Clickable Prototype or Production-Ready MVP: Which Should You Build?

Choose a clickable prototype to test workflow assumptions; choose a production-ready MVP to test repeatable value with real data, security and operations.

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