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MTAI

engineering meets business.

your AI projects need AI-native executors.

Syncing Domain Knowledge

our take

outcome driven

real results from real engagements.

automation

automated go/no-go underwriting so analysts focused on high-potential deals

content

built an ai video pipeline for a cpg brand and turned it into a repeatable content engine

sales

advised a paid media company to launch

sales

deployed research agents to run outbound sourcing and sequence prioritization

content

transformed raw transcripts into publish-ready posts with brand-tone alignment

automation

automated bom processing with live inventory and cost visibility for ops

analytics

surfaced major inventory gaps and order-vs-usage discrepancies for finance to reconcile

product

shipped a real-time freight pricing gauge that flags at-risk lanes for quoting

product

built a content-transformation mvp and handed it off with clear runbooks

content

ran an aeo program: what-to-publish plan, citation/content gap map, and an ai assistant prompting next actions

content

enabled an agency with aeo playbooks, training, and a repeatable client offer

sales

organized outreach with ai-driven research to lift pipeline quality and meeting flow

automation

automated pricing/quoting checks so sales could issue confident same-day quotes

analytics

built decision dashboards that cut time-to-answer across ops and leadership

product

ingested knowledge bases (docs, faqs, reviews) to improve answer accuracy and coverage

sales

advised start-up on icp, positioning, and a tighter strategic sales motion

who we are

we operate as your 10x (maybe 100x) engineering team

ctos, founders, and senior engineers who combine strategic thinking with hands-on execution

ctos

Strategic technology leaders who've scaled companies from zero to millions

founders

Entrepreneurs who understand business complexity and operational excellence

senior engineers

Technical experts who've built and shipped production systems at scale

plug in your ai team