Weaver Launches as the AI-Native Systems Integrator That Proves the ROI Before It Builds

A joint venture between Tquila and You.com, Weaver delivers production AI on a fixed fee. Financial model in two to three weeks. Working system in six to twelve.

SAN FRANCISCO--(BUSINESS WIRE)--Weaver launched today with one conviction: most AI firms build first. Weaver proves the ROI first.

The market is frustrated. MIT NANDA’s 2025 research put the enterprise AI failure rate at 95 percent against the only measure that counts — business value a board can recognize. Annual spend sits between $30 billion and $40 billion. AI moves thirty times faster than digital, and 56 percent of the Fortune 1000 did not survive that wave. The models are not the problem. Execution is.

Weaver is a joint venture between Tquila, with three decades of enterprise delivery, and You.com, the leading provider of search infrastructure for AI. Together they bring platform engineering, enterprise relationships, and the ability to ship production systems in-house.

Every engagement runs on Return on Intelligence — measurable business value per dollar spent on AI — and is scored against six beams: value, cost, trust, performance, joined-up intelligence, and human enablement.

“Almost nobody runs their AI program that way,” said Peter Grant, CEO of Weaver. “The ones who do are the ones getting into production.”

Beneath sits the AI Maturity Curve. Four levels, five dimensions. Level 1 is shadow AI and skills gaps. Level 2 ships pilots. Level 3 industrializes with TCO discipline and governance as production infrastructure. Level 4 — the Agentic Enterprise — runs multi-agent orchestration across platforms, with the workforce orchestrating intelligence rather than executing tasks.

Four services move clients up the curve: AI Maturity Benchmarking, AI Strategy, Custom AI Build, and AI Literacy & Workforce Enablement. Builds combine deterministic ML and GenAI, embed into ERP and CRM stacks, and resist foundation-model drift via Fabric, Weaver’s proprietary regression layer.

Commercially, Weaver runs three fixed-fee phases. Measure takes two to three weeks and produces a dual-vector financial model showing hard cost reduction and revenue acceleration with a defensible payback period. If the math does not hold, Weaver says so. Build runs six to twelve weeks against a defined production scope. Compound embeds Agent Factories, hack-a-thons, and office hours after handover.

Weaver is already in production with The Canadian Press, Analog Devices, and Teradyne.

Book your AI Readiness Audit at goweaver.ai.