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AI & Automation

AI Product Development in your repo, with weekly demos.

We focus on search, recommendations, or agents inside your existing product. Written scope, your stack, weekly demos. No account-manager layer.

2-3 weeksOpenAIOne team start-to-finish
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Support is answering the same ai product development is blocking something else from shipping. We take a fixed window (2-3 weeks for first useful automation), integrate with OpenAI and Weaviate, and demo progress every week.

If you can't eval it with 50 real questions, it's not ready for customers.

We won't promise accuracy numbers without running evals on your docs.

Who this is for

  • -Product leads adding ai product development with evals, not demo-day features.
  • -Support or ops managers automating repeat work via ai product development.
  • -Teams that tried a chatbot hackathon and need ai product development in production.
  • -Founders who need ai product development scoped before the next fundraise narrative.

Problems we solve

  • -AI Product Development estimates balloon because acceptance criteria were never written.
  • -A previous vendor shipped ai product development that broke on edge cases in week two.
  • -Your team lacks bandwidth to own ai product development while shipping the core product.
  • -Integrations around OpenAI are fragile and nobody owns on-call.
  • -Stakeholders disagree on what "ai product development done" means. Until that is defined, nothing ships.

What we deliver

  • -Written scope for ai product development with explicit in/out of scope
  • -Weekly demo, live or recorded, with decisions logged
  • -Acceptance checklist signed before production launch
  • -Runbook for the failure modes we expect in month one
  • -Handoff doc so your team can maintain without us
  • -Working implementation in your repo using OpenAI and Weaviate

How we work

  1. 1.Intake: stakeholders, OpenAI access, and success metric
  2. 2.Spec: written scope with in/out and test cases
  3. 3.Build: pair with your team or solo in your repo
  4. 4.Handoff: docs, runbook, and optional retainer

Why Futurebits

  • -Direct access to the people writing code or design files.
  • -We won't promise accuracy numbers without running evals on your docs.
  • -Typical window: 2-3 weeks for first useful automation, stated in writing before we start.

For teams in the UAE and Gulf

AI Product Development is available to companies in Dubai, Abu Dhabi, and the wider UAE. We work in GST (UTC+4), on +971 58 516 5671, and we ship in your repo. We will tell a Dubai product team when the model is decoration. If it ships, it has a metric. We write this into scope: human handoff your Dubai agents already use. Travel to Dubai when a room is the faster path. We will not pretend a local brass-plate office is the product.

UAE & Gulf landingUAE hubGulf country hubs

Frequently asked questions

Do you work with our existing OpenAI or Weaviate setup?

Yes, when it's sane. We audit first and tell you if something needs replacing. We won't rip out working infra for sport.

What if we already started AI Product Development in-house?

We pick up from current state, document what's there, and focus on what's blocking launch. We rewrite only when necessary.

How is AI Product Development priced?

Fixed scope for sprints (2-3 weeks for first useful automation). Broader work runs as a pod with weekly demos. We quote after a 30-minute scoping call.

What do you need from us to start?

One decision-maker, repo or staging access, and honest constraints (timeline, budget, stack). Existing docs help but aren't required.

Can you stay on after AI Product Development launches?

Yes. Maintenance sprints or a partner retainer. Many teams keep us for the next bottleneck once v1 is stable.

Do you take UAE clients for AI Product Development?

Yes. Book a call on the +971 line. We scope in English, demo weekly in GST, and leave the work in your repo. We will tell a Dubai product team when the model is decoration. If it ships, it has a metric.

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AI Product Development: page outline

We focus on search, recommendations, or agents inside your existing product. Written scope, your stack, weekly demos. No account-manager layer.

Category: AI & Automation

  • Introduction
  • Point of view
  • What you get
  • Delivery process
  • Why Futurebits
  • Frequently asked questions