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fuzzy nodes

Fuzzy NodesFuzzy NodesFuzzy NodesFuzzy Nodes

Forward deployed engineering and full-stack venture building. From fuzzy ideas to sharp solutions.

  • Who we are
  • What we do
  • AI adoption
  • Projects
  • Industries
  • Careers
  • Contact

Company

  • Who we are
  • What we do
  • AI adoption
  • Projects
  • Industries
  • Careers
  • Contact

Our Services

  • Forward Deployed Engineering
  • Full-Stack Venture Building
  • Web Development
  • Mobile App Development
  • AI & Automation
  • Cloud & DevOps
  • Data & Analytics
  • UI/UX Design

Industries

  • AI & SaaS
  • Fintech & Financial Services
  • Healthcare
  • EdTech & Learning
  • E-Commerce & D2C
  • Retail & Quick Commerce
  • All industries

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AI & Automation

AI that does real work, not demos.

Most AI projects stall between the prototype and production. We build agents and automations that call your APIs, read your documents and finish the task, then measure them so you know when they are getting better or worse.

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AI & Automation

What we build

AI agents, retrieval over your own data and workflow automation, with evaluation built in so every change is measured before it ships.

  • AI agents and assistants

    Agents that use tools, call your systems and run a workflow end to end, with a human in the loop where it matters.

  • Retrieval over your data

    Search and question answering grounded in your documents, tickets and knowledge base, with sources shown.

  • Document and data pipelines

    PDFs, spreadsheets and messy inputs turned into structured data your team and your models can rely on.

  • Evaluation and monitoring

    Test sets, automated grading and dashboards, so a model or prompt change is checked before customers see it.

Tools we use

  • Python
  • TypeScript
  • LLM APIs
  • Vector search
  • Machine learning
Process

How it works

From the first conversation to a product in production.

  1. 01

    Scope

    A call to understand the goal, then a written scope with what we will build, who will build it and what it costs.

  2. 02

    Ship

    Work happens in short cycles in your repositories. You review working software at the end of each one.

  3. 03

    Support

    After launch we keep improving it with you, or hand over with documentation your team can run with.

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FAQ

Frequently asked

Something else on your mind? Send us a message and we will get back to you.

  • AI agents and assistants, retrieval over company data, document processing pipelines and workflow automation. We also add AI features to products that already exist.

From Fuzzy Ideas to Sharp Solutions

Tell us what you are building. We will come back with how we would approach it and who would work on it.

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Your project plan

Ready five days after the first call

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Approach

Fixed scope
  • Start with sign-up and onboarding, the riskiest flow
  • Ship to a pilot group every week from week three
  • Add the invoice reading agent once data is flowing
First release
Week 4
Demos
Weekly
Code
Yours

Team

5 people
  • PLProduct lead
  • SESenior engineer
  • SESenior engineer
  • PDProduct designer
  • AIAI engineer

Timeline

10 weeks
Discovery
Design
Build
Launch