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Blog · AlterSquare

Blog

Notes from the build.

Field notes on shipping AI-native systems with human engineering judgement: architecture, modernisation, automation, and the tradeoffs in between.

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Blog·25 May 2026·18 min read

Code Handover Checklist: What Genuinely Good Documentation From an Outsourced Team Looks Like

Handover checklist to ensure operational independence, reduce post-handover incidents, and let teams run outsourced code day one.

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Blog·23 May 2026·17 min read

How to Evaluate a Frontend Outsourcing Partner When Your Product Has Complex State Management

Practical framework to vet frontend partners for complex state: map state domains, test architecture, performance, testing, and governance.

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Blog·22 May 2026·16 min read

Outsourced Frontend Team Onboarding: What We Send Every New Client in the First Week and Why

Week 1 onboarding for outsourced frontend teams: risk mapping, env setup, UX handoff, communication rules, and a first merged PR.

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Blog·20 May 2026·11 min read

Staff Augmentation vs Dedicated Squad: Which Model Actually Reduces Risk on a Fragile Frontend

Compare augmentation vs dedicated squads for unstable frontends: risks, onboarding, retention, and cost.

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Blog·19 May 2026·12 min read

Why IFC5 Changes the Economics of Building Construction SaaS on Open Standards

A modular, JSON-based open standard slashes integration costs, speeds SaaS development, and enables modular pricing in construction.

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Blog·16 May 2026·19 min read

Pharma Secondary Sales Data Extraction: The Exact Pipeline Architecture and Where It Typically Breaks

Six-stage pipeline for extracting pharma secondary sales from PDFs/Excels, covering failures, validation, reconciliation, and monitoring.

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Blog·15 May 2026·21 min read

How to Design a Document AI System That Survives a Compliance Audit

Design Document AI pipelines with redaction, tamper‑evident logs, strict access controls, and vendor BAAs to pass compliance audits.

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Blog·13 May 2026·24 min read

Document AI Audit Template: How to Evaluate Whether a Vendor’s Pipeline Will Survive Your Edge Cases

Practical template to stress-test Document AI vendors with real edge cases, accuracy metrics, privacy checks, and contract safeguards.

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Blog·12 May 2026·14 min read

LLM-Based Document Processing vs Traditional OCR: When Each Actually Belongs in Your Stack

Compare OCR and LLM document processing: speed, cost, accuracy, and when to use OCR, LLM, or a hybrid pipeline.

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Blog·11 May 2026·19 min read

RAG Implementation Checklist: 12 Things to Validate Before Going Live on Enterprise Documents

12 validation checks to ensure enterprise RAG systems are accurate, fast, secure, and cost-effective before production.

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Blog·09 May 2026·15 min read

On-Device AI With SLMs: The Latency and Memory Trade-offs Nobody Benchmarks Honestly

Why on-device SLMs often fail in practice: hidden memory spikes, thermal throttling, long load times, and heavy battery use.

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Blog·08 May 2026·18 min read

How to Identify Which AI Features in Your Product Can Be Served by an SLM Without Degrading UX

Learn how to audit AI features to move predictable, high-volume tasks to small language models without harming UX.

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