Quellix Insights / Category

AI Adoption & Integration

Decision frameworks for adopting AI systems, integrating them safely, and improving existing workflows.

Read the AI Governance & Evaluation guideai adoption optimization consulting
Incoming task cards beside separate trays for routine work and complex case files, ending at a review card

2026-09-23

GPT-6 Sol and Luna: Lower API Prices, Better Model Routing

GPT-6 Sol halves GPT-5.6 Sol token rates. Luna cuts input rates in half and output by about 58%. We examine where each model fits in production work.

Engineering source folder, reusable context cards, and a reviewed completion packet on a work desk

2026-09-23

Claude Opus 5.5: What Its Lower API Price Changes

Opus 5.5 cuts standard input and output rates by 20% and cache reads by 60%. Here is how to measure the actual saving in long-running AI work.

Kimi K3 evaluation ledger showing workflow tests, passed checks, and deployment gates.

2026-07-17

Kimi K3 Adoption: Workflow Tests and Approval Gates

Kimi K3 narrows the open-weight capability gap, but enterprises still need workflow tests, deployment controls, and approval gates.

GPT-5.6 model entering an enterprise workflow through evaluation, approval, and monitoring gates.

2026-07-09

GPT-5.6 for Enterprise AI Adoption

Plan GPT-5.6 adoption around routing, governance, cost controls, approval gates, and workflow evidence.

Claude Fable 5 evaluation ledger with test rows, deployment status, and performance charts.

2026-06-10

Claude Fable 5 for Enterprise AI Agents

Evaluate whether Claude Fable 5-style autonomy, visual reasoning, and tool use fit enterprise AI workflows.