Insights from the field.
Practitioner perspective from senior engineers shipping AI products, 30-day MVPs, and growth programs that compound.
Earlier writing from the team.
StrategyTrial Project Software Vendor: How to Test One
Wed, Oct 21, 20266 min read
How to run a trial project with a software vendor: pick the project, scope it to two weeks, measure what matters and set exit terms before you sign.
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EngineeringOrder Entry Automation: End Triple Data Entry
Wed, Oct 21, 20268 min read
Order entry automation guide: stop re-keying orders across CRM, ERP and WMS. Capture, validation, safe writes, exceptions and payback maths for two volumes.
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EngineeringData Engineering Services for Mid-Market Teams
Wed, Oct 21, 20268 min read
How data engineering services turn five source systems into one reporting dashboard: warehouse threshold, reconciliation, refresh cadence, cost shape and ownership.
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StrategyAI PoC vs Pilot vs Production: Stage Gates
Tue, Oct 20, 20268 min read
AI PoC vs pilot vs production: what each stage must prove, the exit criteria that let a project move on, and who signs off at every gate.
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EngineeringProduction Readiness Checklist for Fast Builds
Tue, Oct 20, 20268 min read
A production readiness checklist for rushed builds: secrets, auth, CI/CD, monitoring and tested backups, plus how to weigh hardening against one incident.
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AI EngineeringAI Data Privacy Compliance: A Build Guide
Tue, Oct 20, 20267 min read
A practitioner guide to AI data privacy compliance: residency, PII redaction, retention, deletion and audit trails for LLM projects under GDPR and PIPEDA.
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EngineeringERP Integration Services: Scope Before You Pay
Fri, Oct 16, 20268 min read
How to scope ERP integration services before you pay: data mapping, middleware choices, sync rules, cost drivers and the UAT plan that protects go-live.
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AI EngineeringRAG Implementation Cost in Production
Fri, Oct 16, 20268 min read
RAG implementation cost is driven by chunking, evals and index refresh, not the embedding bill. A cost model for 1M documents, with sourced figures.
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EngineeringHire React Developers Offshore: A Vetting Checklist
Fri, Oct 16, 20267 min read
How to hire React developers offshore: a vetting order, a 90-minute technical screen, a two-week trial, and the contract terms that protect you.
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