Latest Blog Articles

• SOC 2 for AI Agents: What Compliance Looks Like in Practice

  AI governance isn’t optional in regulated industries. Here’s how Elementive AI enforces process, auditability, and human-in-the-loop control across autonomous workflows.

  Jun 2, 2025

• Your First AI Team: A 3-Agent Blueprint

  Want to get started? This practical guide gives you a starter team: a research analyst, a documentation assistant, and a QA reviewer - and shows how to connect them.

  May 5, 2025

• Fine-Tuning AI Agents with Your Own Knowledge Base

  Off-the-shelf models aren’t enough. This post explains how to fine-tune Elementive AI agents using your docs, SOPs, codebases, and internal tools - safely and scalably.

  Apr 7, 2025

• What Makes an AI Agent Enterprise-Ready?

  We break down the core criteria: authentication, audit trails, permissions, observability, and IT integration. A must-read for teams scaling beyond experiments.

  Mar 3, 2025

• Budgeting for Autonomous Intelligence

  Treating AI as a cost center - not a magic box - is the key to operationalizing it. This article explores financial controls, project allocation, and team-based metering.

  Feb 3, 2025

• How to Deploy AI Agents Inside Your Existing Stack

  You don’t need to rip out your workflows. Learn how Elementive AI integrates with Active Directory, Okta, Jira, GitHub, and your current tooling to enable gradual, secure adoption.

  Feb 3, 2025

• The Hidden Costs of Untracked AI Usage

  Without financial visibility, AI costs spiral quietly. We explore how Elementive AI tracks usage by agent, task, and department - enabling real cost control and ROI clarity.

  Jan 6, 2025

• Why AI Agents Need Resource Management - Not Just Prompts

  Most tools treat AI like a calculator. Elementive AI treats it like a colleague. Learn why enterprises need governance, budgets, and roles to get real value from AI agents.

  Dec 2, 2024

• AI Agents and the Future of Knowledge Work

  What happens when your documentation, onboarding, and research are done by software coworkers? This essay explores the cultural and structural shifts coming to work.

  Nov 4, 2024