Real results — what we built, what broke, and what we measured.
Multimodal ScamCheck — Screenshot & Image Scam Analysis (OCR + Vision + Semantic Retrieval)
Production multimodal scam-intelligence for ScamCheck: screenshot/image upload, lightweight OCR (Cloud Vision + Gemini fallback), deterministic fraud-signal detection, gated deep Gemini-vision analysis, and semantic comparison against known scam clusters via BigQuery VECTOR_SEARCH. Cost-gated, serverless, scale-to-zero.
ScamCheck Multimodal v3 — Production Evaluation Report
Large-scale evaluation of the ScamCheck multimodal scam-detection pipeline: a 1,000-sample synthetic corpus (en/hi/hinglish/mixed, 10 scam + 7 legit categories), precision/recall/F1, per-language and per-category breakdown, adversarial robustness, leaderboard analytics, caching/stress harnesses, cost model, scaling path, and known weaknesses.
Semantic Intelligence Platform — Retrieval, Enrichment, GEO & Scam Clustering APIs
The A Square Solutions semantic intelligence layer built on Vertex AI embeddings + BigQuery VECTOR_SEARCH: intelligent chunking, hybrid lexical+vector retrieval, snippets & confidence, semantic enrichment (topic/scam/trust/GEO), scam-pattern clustering, GEO/AI-search readiness scoring, and retrieval observability. Production, serverless, scale-to-zero, canonical 768-dim.
A Square Solutions — Full Blog & Page Content Audit (745 posts)
URL-level content audit of asquaresolution.com: 745 blog posts + 12 pages classified into keep/improve, merge, redirect, noindex, or support. Finds severe topical dilution (mostly off-topic AI/science/geopolitics news) and index bloat, with a consolidation plan, redirect map, internal-linking opportunities, and strategic manual-indexing priorities to rebuild topical authority around GEO/AI-SEO, AI automation, AI consulting, ScamCheck and TrustSeal.
A Square Solutions — Internal Linking Map, Topical Authority Clusters & GEO Structure
Semantic internal-linking architecture for asquaresolution.com: eight topical authority clusters (AI SEO, GEO, AI Automation, Technical SEO, Digital Marketing UK, AI Consulting, Scam Detection, Trust Verification), with pillar pages, service-to-blog and blog-to-service links, tool-to-service links, contextual anchor text, conversion pathways, and an entity-first GEO/AI-search structure. Implementation-ready for WordPress (Rank Math).
Live Pages — Optimization, Internal Linking & Schema/E-E-A-T Audit (verified)
Verified audit of asquaresolution.com live service pages and Tier-A assets: cannibalization/differentiation rules, a do-not-duplicate canonical list, title/meta/H/CTA optimization, an internal-linking additions matrix connecting GEO/AI-Automation/AI-Consulting/Technical-SEO/Entity-SEO + ScamCheck + TrustSeal, and a schema + E-E-A-T audit based on actual JSON-LD output (FAQPage/Service/Article/Person/Organization verified live). Includes sitemap gaps, author-identity standardization, indexing priority, and schema validation report.
8 entries
Operational record of adding Schema.org Organization/WebSite markup with owns array, three Gutenberg homepage sections, footer ecosystem widget, About page paragraph, and internal links across top posts on asquaresolution.com. Executed 2026-05-20 as Phase 2 of the A Square Solutions ecosystem authority build.
How the AI Execution Lab publishing workflow operates — Claude Code as the primary authoring tool, parallel background agents for high-volume sessions, MDX components as a structured content language, and build-time verification as the quality gate. Publishing velocity, failure detection rates, and the evidence-first content standard.
End-to-end case study: launching lab.asquaresolution.com — a public AI engineering journal built on Next.js 15 App Router, MDX content pipeline, Vercel deployment, custom content sections, and an execution tracks system.
How asquaresolution.com (WordPress) was wired into a four-property ecosystem with AI Execution Lab, TrustSeal, and ScamCheck — covering navigation integration, cross-domain GA4, SEO cross-linking, and the measurable traffic effects of treating standalone apps as one brand.
How the AI Execution Lab Vercel deployment pipeline evolved from initial setup through two documented build failures to a stable production configuration — covering edge runtime failure, next-mdx-remote v6 blockJS, environment variable scoping, preview workflows, and current build performance.
Full case study of diagnosing and fixing the typography cascade failure on the GEO pillar article at asquaresolution.com. Three failed approaches, one confirmed root cause, permanent inline-style fix.
Architecture and build record for TrustSeal (trustseal.asquaresolution.com) — an AI-powered Trust Intelligence Platform for domain and business verification. React/Vite/Firebase/Gemini/Razorpay on GitHub Pages.
Architecture and build record for ScamCheck (scamcheck.asquaresolution.com) — an AI-powered scam detection tool. React/Vite/Firebase/Gemini on GitHub Pages with plain CSS.