Dashhold — InsightsField notes from the Dashhold studio. Fintech architecture, CRM strategy, dashboard performance, and the engineering decisions behind production systems.https://www.dashhold.com/enHow KYC and AML Actually Work Behind the Sceneshttps://www.dashhold.com/blog/how-kyc-and-aml-actually-work/https://www.dashhold.com/blog/how-kyc-and-aml-actually-work/What really happens when a user submits a passport photo on your fintech app — the document parsing, the screening, the manual review queues, and the architectural decisions that pass an audit.Fri, 29 May 2026 00:00:00 GMTFintechKYCCompliancehello@dashhold.com (Aashish Solanki)Product engineering vs traditional development: the real differencehttps://www.dashhold.com/blog/product-engineering-vs-traditional-development/https://www.dashhold.com/blog/product-engineering-vs-traditional-development/Most teams hire engineering thinking they bought engineering. They actually bought ticket-takers. The difference between product engineering and traditional development decides everything.Fri, 29 May 2026 00:00:00 GMTProductEngineeringOperationshello@dashhold.com (Aashish Solanki)Integrating LLMs into your product without breaking ithttps://www.dashhold.com/blog/integrating-llms-without-breaking-your-product/https://www.dashhold.com/blog/integrating-llms-without-breaking-your-product/AI features inside production B2B SaaS earn their keep under cost, latency, and safety pressure. Here is the architecture we ship — model routing, evals, and patterns that survive review.Fri, 29 May 2026 00:00:00 GMTAILLMArchitecturehello@dashhold.com (Aashish Solanki)Real-time analytics dashboards that don't buckle at scalehttps://www.dashhold.com/blog/real-time-analytics-dashboards-that-dont-buckle/https://www.dashhold.com/blog/real-time-analytics-dashboards-that-dont-buckle/Real-time analytics dashboards earn their keep when they stay fast under load. Here is the architecture we ship — streaming, materialized views, latency budgets, and lessons learned.Fri, 29 May 2026 00:00:00 GMTDashboardsAnalyticsArchitecturehello@dashhold.com (Aashish Solanki)Building a Scalable Payment Gateway Architecture in 2026https://www.dashhold.com/blog/building-a-scalable-payment-gateway-in-2026/https://www.dashhold.com/blog/building-a-scalable-payment-gateway-in-2026/What a production payment gateway looks like in 2026 — the orchestration layer, ledger, retries, and the boring decisions that decide whether your platform scales.Fri, 29 May 2026 00:00:00 GMTFintechPayment GatewayArchitecturehello@dashhold.com (Aashish Solanki)Building a Custom CRM Your Team Will Actually Usehttps://www.dashhold.com/blog/building-a-custom-crm-your-team-will-use/https://www.dashhold.com/blog/building-a-custom-crm-your-team-will-use/Most custom CRMs fail not because the engineering is wrong, but because the data model fights the way the team actually sells. Here is the build approach that produces a CRM operators open every day.Fri, 29 May 2026 00:00:00 GMTCRMCustom CRMArchitecturehello@dashhold.com (Aashish Solanki)How we design fintech ledgers that survive scale and auditshttps://www.dashhold.com/blog/designing-fintech-ledgers/https://www.dashhold.com/blog/designing-fintech-ledgers/A field guide to designing append-only ledgers that hold up under volume, regulation, and the kind of edge cases that only show up at 3 a.m.Wed, 15 Oct 2025 00:00:00 GMTFintechLedgersArchitecturehello@dashhold.com (Aashish Solanki)When to build a custom CRM and when to extend Salesforcehttps://www.dashhold.com/blog/custom-crm-vs-salesforce/https://www.dashhold.com/blog/custom-crm-vs-salesforce/A practical decision framework for choosing between a custom CRM build and extending an existing platform, drawn from the engagements we have run on both sides.Wed, 08 Oct 2025 00:00:00 GMTCRMArchitectureDecision Frameworkshello@dashhold.com (Aashish Solanki)Why your dashboards feel slow, and the seven fixes that actually helphttps://www.dashhold.com/blog/dashboard-performance/https://www.dashhold.com/blog/dashboard-performance/Most dashboard slowness comes from a small set of repeating mistakes. Here are the seven fixes that consistently move the needle on real production systems.Tue, 30 Sep 2025 00:00:00 GMTDashboardsPerformanceEngineeringhello@dashhold.com (Aashish Solanki)Treating internal tools like products, not throwawayshttps://www.dashhold.com/blog/internal-tools-as-products/https://www.dashhold.com/blog/internal-tools-as-products/Internal tools shape how your team works every day. Here is the case for funding them like products, with the same rigor you bring to customer-facing software.Thu, 18 Sep 2025 00:00:00 GMTInternal ToolsProductOperationshello@dashhold.com (Aashish Solanki)