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B2B operations engineering

Your operations,running themselves.

We map how your business actually works, then build the CRM, automation, and AI systems that run it.

What we work in

  • Zoho
  • GoHighLevel
  • Zapier
  • n8n
  • RAG
  • AI agents
  • AWS Bedrock
  • AWS
  • Kubernetes
  • Terraform
  • SOC 2
  • React
  • Python
  • Node.js
  • Stripe
  • Google Business Profile
  • Technical SEO

The pattern

Almost everything we get called in to fix lives in the seam between two systems that were never designed to meet.

Not one of those systems is broken. Each tool does the job it was bought to do. It is the work between them that has no owner, no budget line, and no dashboard, so it gets absorbed by whoever is still online at seven in the evening.

In our clients’ words.

Every review below was left on Upwork at the end of a paid job.

“[The team] understood my business process immediately and started working on building out my CRM right away. [They] quickly grasped the workflow and executed it smoothly. I would highly recommend [them] to anyone looking to have their CRM built or need API integrations done properly.”

Zoho CRM real estate API integrationRated 5.0 of 5 on Upwork, Feb 2026
  • “[The team] carried out detailed keyword research, competitor analysis, on-page optimization recommendations, and created high-quality SEO content that aligned with our business goals.”

    Shopify SEO for an e-commerce landing pageRated 5.0 of 5 on Upwork, Aug 2026
  • “Did a great Job! And stayed in communication!”

    Zoho CRM admissions workflow audit and buildRated 5.0 of 5 on Upwork, Apr 2026
  • “[The team] fixed all problems of incompatibility between old and new Android APIs and made the app work on new Android version, while giving me tips of what is best to deal with the situation. Very efficient collaboration.”

    Bring an Android app up to API 34Rated 5.0 of 5 on Upwork, Feb 2024
  • “[The team] did a great job - professional, timely, and reliable. Would gladly work with [them] again.”

    MERN web app for resource managementRated 5.0 of 5 on Upwork, Dec 2025
  • “[They] communicated clearly throughout the process, delivered the task on time with high-quality results, and demonstrated a strong commitment to excellence.”

    Zoho People integration with a fingerprint deviceRated 5.0 of 5 on Upwork, Feb 2026

Start with the seam that is costing you the most.

A first call is a scoping conversation. If there is no system worth building, we will say so.