Less noise.
More useful thinking.
Plan an AI, automation or mobile app project with guides to scope, architecture, costs and delivery. Start with a practical decision, then follow the relevant service or implementation guide.
23 articles
Your AI agent’s approved API domain can still mean a wrong-account upload
A fictional handover agent uploads to the wrong account on an approved API host. Learn which account, operation and resource boundaries to test before granting document access.
Read the articleThe AI agent timed out. Did it still send the email?
A timeout leaves an awkward question: did the action happen? Follow one fictional welcome email through safe retries, provider checks and an honest unknown.
Read the articleAI Agent Budgeting: Six Hypothetical B2B Scenarios
Six hypothetical AI agent scopes show what to include in a B2B budget: connections, review, testing, running costs and acceptance criteria.
Read the articleAgent-Qualified Leads: A Practical Qualification Framework
Define qualification criteria, review uncertain leads and measure pipeline quality. A practical framework for agent-assisted sales handovers.
Read the articleMCP vs Custom Tool APIs: How to Choose for AI Agents
A practical comparison of MCP and direct tool APIs: integration reuse, permissions, testing, performance and maintenance for business agents.
Read the articleFrom AI Agent Pilot to Production: Four Readiness Layers
Practical launch acceptance checks across reasoning, tools, evaluation and operations, with review owners, pause controls and recovery paths.
Read the articleBuild or Buy an AI Workflow? A Practical Decision Guide
Compare native tools, Zapier-style automation and custom AI software using supported actions, review controls, total cost and a worked hypothetical calculation.
Read the articleAI Voice Agents for B2B Sales: A Practical Evaluation Guide
How to evaluate a B2B voice agent: call quality, interruptions, verified outcomes, handover, consent review and the full cost of a pilot.
Read the articleA Five-Stage Readiness Model for B2B AI Agents
Assess five stages of AI agent readiness through permissions, test evidence, human review and operational ownership.
Read the articleHow to Evaluate an AI Development Studio: 12 Practical Questions
Twelve questions for evaluating an AI development partner: scope, testing, access, failure handling, costs, ownership and ongoing support.
Read the articleMobile AI architecture: seven patterns and their trade-offs
Compare cloud, on-device, hybrid, caching and background-job patterns for mobile AI. Review data boundaries, device limits, failures and operating costs.
Read the articleAutomation ROI: A 90-Day Measurement Planning Guide
Plan a baseline, controlled pilot and review of automation value. Separate capacity from cash savings and calculate ROI with explicit costs and assumptions.
Read the articleAI Agents for Business: Use Cases, Costs and Implementation
A practical guide to business AI agents: suitable workflows, tools, human approval, cost evaluation and the steps from a small test to a controlled release.
Read the articleFlutter vs React Native in 2026: a practical selection guide
Compare Flutter and React Native against your app, integrations and maintenance needs. Use a representative prototype and device tests to assess the trade-offs.
Read the articleAI Agents in Software Development: Where to Start in 2026
Where AI agents can support business software, how to assess a first workflow and which controls to agree before approving real actions.
Read the articleHow Much Does an AI Agent Cost? A Practical Budget Guide
Plan an AI agent budget around scope, integrations, testing and ongoing costs. Compare build and buy options without treating example figures as quotes.
Read the articleFrom app idea to release: scope, testing and handover
Plan an app release around clear scope, reviewable increments, dependencies, testing and handover. Agree delivery dates against the work your project needs.
Read the articleTen AI features to test for user retention
Explore ten AI feature ideas, failure modes and evaluation measures. Test whether they help users complete a task and return to your product.
Read the articleHIPAA App Development: Security Controls and Planning Checklist
A practical guide to HIPAA-related app planning: applicability, data flows, access, security controls, vendor responsibilities and testing evidence.
Read the articleMobile app development costs: a 2026 budgeting guide
Scope the journeys, integrations, testing and running costs behind an app budget. A practical guide to comparing proposals and deciding what to build first.
Read the articleSaaS MVP checklist: scope a first release you can test
Define the core SaaS workflow, essential controls, launch checks and learning plan. Scope a useful first release around your users and requirements.
Read the articleHow to choose an app development agency: a buyer’s checklist
Compare app agencies using evidence of relevant work, delivery responsibilities, testing, ownership and support. Ask clear questions before agreeing a project.
Read the articleAI in Fintech: 5 Use Cases and How to Evaluate Their Value
Five fintech AI use cases, with hypothetical workflows, practical controls and a method for evaluating costs, risks and business value.
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Practical automation guides
01One workflow. A useful place to start.
How we turn a recurring task into a defined automation brief, before choosing the tools.
Read the guideThe workflow is built. Who looks after it?
The approvals, failure handling and handover details we agree when scoping an automation.
Read the guide