BLOG

Insights on AI agents, ML pipelines & tools

Practical guides, real numbers, and engineering perspectives from the DestiLabs team.

Predictive Machine Learning for Business: How to Use It to Grow Revenue and Cut Costs (with Real Examples)
Predictive MLMachine LearningE-Commerce

Predictive Machine Learning for Business: How to Use It to Grow Revenue and Cut Costs (with Real Examples)

Predictive ML, in plain answers. How real companies use it to grow revenue and cut costs - with outcomes from DestiLabs e-commerce and OTA projects.

May 8, 202610 min read
Read article
Agentic Commerce 2026: Five AI Agents Your Store Needs Before Black Friday (and What Each One Costs)
AI AgentsE-CommerceAgentic Commerce

Agentic Commerce 2026: Five AI Agents Your Store Needs Before Black Friday (and What Each One Costs)

By Black Friday 2026, a real share of online purchases will be started, negotiated, or finished by an AI agent. Here are the five agents your store needs, what each one costs to build, and how to pick the first one to ship this quarter.

April 27, 20269 min read
Read article
The AI Agent Government Tracker: Three Governments Shipped MCP, Dozens Shipped Citizen Agents
AI AgentsPublic SectorMCP

The AI Agent Government Tracker: Three Governments Shipped MCP, Dozens Shipped Citizen Agents

We reviewed roughly fifty serious candidates and found three governments that have actually shipped an MCP server: France, the US Government Publishing Office, and the US Census Bureau. Dozens more shipped citizen-facing AI agents. Here is the verified, sourced index, with an interactive world map.

April 26, 20266 min read
Read article
How to Prepare a Vibe-Coded Application for Production
EngineeringAI Coding

How to Prepare a Vibe-Coded Application for Production

You shipped an MVP with Cursor, Claude Code, Lovable, or bolt.new. Now you need it to survive real users. Here is the exact process I use at DestiLabs to take vibe-coded codebases to production - audit, triage, AI-assisted remediation, and observability.

April 21, 202611 min read
Read article
How AI Shopping Agents Are Transforming E-Commerce in 2026 (And How to Prepare Your Store)
AI AgentsE-Commerce

How AI Shopping Agents Are Transforming E-Commerce in 2026 (And How to Prepare Your Store)

AI shopping agents now browse, compare, and buy for your customers. Learn what's changing, what the data says, and how to make your store agentic-ready before your competitors do.

March 31, 202614 min read
Read article
Voice Bot Platforms Benchmark 2025: 8 Platforms Compared on Price, Quality & Features
Voice AIBenchmarks

Voice Bot Platforms Benchmark 2025: 8 Platforms Compared on Price, Quality & Features

We tested 8 voice bot platforms head-to-head — OpenAI Realtime API, ElevenLabs, Retell AI, Vapi, and more. Here are the grades, pricing, and honest pros/cons.

September 13, 202510 min read
Read article
How Much Does It Cost to Build an AI Agent in 2026? (Real Numbers From 50+ Projects)
AI AgentsCost & ROI

How Much Does It Cost to Build an AI Agent in 2026? (Real Numbers From 50+ Projects)

Building an AI agent costs $8,000-$350,000+ depending on complexity. Here’s exactly where the money goes, with real numbers from 50+ projects.

February 23, 202612 min read
Read article

Ready to build your AI agent?

Book a call and we'll scope your project with real cost estimates.