Posts

11x LLM gateway latency gap hides in unexpected places-routing, not model size. Benchmark data shows where production AI gateways actually slow down.

A 40% fraud loss cut came with a 35% audit bill spike. Here is why fintech AI compliance overhead is breaking budgets and how to fix the ROI math.

3 reasons your 'compliant' MLOps pipeline will fail model risk audits in 2026-and the governance gaps regulators are already flagging.

AI development cost in India is set to 2.5x in 2025. Get the breakdown of why generative AI quotes are spiking and how to plan your budget.

50% of your AI bill is wasted on if-checks. Audit workloads, kill waste, and reclaim your AI cost optimization budget in 30 days.

80% of Salesforce 'partners' in India just resell licenses-no implementation. Here's how to spot real experts vs. resellers before you hire.

Shared GPU nodes turn LLM tenants into roommates, leaking prompts, weights, and audit trails. 5 isolation patterns for multi-tenant LLM inference.

Your AI passed the audit - but the board still isn't satisfied. Here's the trust gap compliance reviews miss, and how to close it in 60 days.

47 agentic AI codebases showed 3x more technical debt than traditional projects. See the metrics, debt types, and fixes.

Event-driven banking demos look slick but break in production. 4 hidden failure modes-from event ordering to DLQ blind spots-and how to fix them.

Hit 60 users? Your ERP vendor's pricing model breaks. Here's when custom ERP beats Odoo or SAP for Indian manufacturers.

Odoo's ₹1,250/seat hides 6 line items: user licenses, support, custom modules, migration, training, integration. Real Odoo cost India exposed.