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Bit & Bytes LLC · AI & software engineering studio

Bits of code.Bytes of impact.

We build AI agentsvoice AISaaS platformsmobile appsdata platformsautomations for startups and growing businesses.

A senior engineering team working US and UK hours, taking products from first idea to production with short pilots, clear decision gates and code you own from day one.

Hamza KhanFarah HamzaKashaf ud DujaNabeel AhmadSabir Ud Din

The people you meet are the people who build.
No hand-offs to a junior bench.

Built for teams at
Start here

Three steps from idea to AI in production

Fixed scope and clear deliverables, with a decision gate at every step.

All services
1 day + written plan in 5 days

AI Discovery Workshop

Find the AI use case worth building first.

A focused working session with a senior AI engineer and your team. We map where AI can remove real work, check whether your data is ready, and leave you with a costed pilot plan you can take to us or to any other team.

What you get

  • Use-case map ranked by value, effort and risk
  • ROI estimate for the top 1-2 use cases
  • Data readiness check (sources, access, quality, privacy)
  • Recommended pilot scope with success metrics
4-6 weeks

AI Pilot

One use case, working in 4-6 weeks.

Most AI pilots stall because nobody agreed what success looks like. Ours start with a KPI baseline, run on your real data, and end with a clear Go / Adjust / Stop decision, so you never pay for a demo that cannot reach production.

What you get

  • KPI baseline agreed before build starts
  • Working pilot connected to your real data and tools
  • Evaluation results: quality, speed, cost per run and edge cases
  • Monitoring and cost dashboard for the pilot
Monthly, cancel with 30 days' notice

AI Pod

A dedicated AI team on your roadmap, monthly.

Once an AI system is live, it needs someone to watch quality, control cost and ship the next use case. An AI Pod is a small senior team that does exactly that, with monthly reporting you can show your board.

What you get

  • 2-3 engineers led by a senior AI engineer
  • Production monitoring: quality, latency, cost per run
  • Monthly roadmap, demo and KPI report
  • Guardrails, evaluations and incident response
Services

What we build

AI and software for startups and growing businesses.

All services
AI toolkit

Fluent in the latest AI.

The models, voice engines and agent frameworks behind the AI agents, voice AI and automations we ship. Each one is tested on your data before it goes anywhere near production.

  • OpenAI
  • Claude
  • LangGraph
  • ElevenLabs
  • Gemini
  • n8n
  • Llama
  • Langfuse
  • Mistral
  • PyTorch
  • CrewAI
  • Ollama
  • Cursor
Work

Recent case studies

Voice AI, agent operations, AI recruiting and consumer apps we have shipped.

All work
How we work

Four phases with a decision gate

You always know what you get and when to go, adjust or stop.

More on how we work
1-2 weeks

Discover

Workshop or assessment. You receive a use-case map, ROI estimate and pilot scope.

4-6 weeks

Pilot

Working system on your data. You receive evaluation results and a Go / Adjust / Stop decision.

6-12 weeks

Production

Hardened, integrated and monitored. You receive production code, docs and dashboards.

Monthly

Improve

AI Pod or retainer. You receive monthly KPI and cost reports and new use cases shipped.

Why Bit & Bytes

Senior builders on every call

The engineers who scope your project are the ones who build it. No hand-off to a junior bench, and every phase ends with a Go / Adjust / Stop decision on numbers agreed up front.

Claude
OpenAI
Gemini
LLaMA
Next.js
Django
AWS
Kubernetes
Senior
Builders
Why Bit & Bytes

How we work with you

  • Senior builders on every call

    The engineers who scope your project are the ones who build it. No hand-off to a junior bench.

  • Decision gates at every step

    Every phase ends with a Go / Adjust / Stop decision on numbers agreed up front.

  • Voice AI and agent-ops proof

    We have shipped AI call screening, HIPAA telephony and an agent operations platform.

  • Compliance experience

    HIPAA-compliant healthcare communication and EU Digital Product Passport (ESPR) software.

  • You own all code

    Code, prompts, evaluations and documentation are yours from day one.

Industries

Where we have shipped

We only list industries where we have shipped work.

All industries
Testimonials

What clients say

In their own words, from teams we have shipped with.

“Working with the Bit & Bytes team on our CRM data automation project was an excellent experience. The team understood our requirements clearly, transformed complex email data into meaningful insights, and delivered a reliable backend solution that significantly improved our workflow.”
D
Dan
Benchmark
“Bit&Bytes Team quickly understood our goals on SEO assistant project and implemented complex machine learning features with precision. there communication were clear, delivery was timely, and the overall collaboration was smooth and efficient. We're very satisfied with the results and would definitely work with them again.”
S
Shaked
Breevy.ai
“We collaborated with Bit&Bytes team on the development of YourList, our real estate and investment networking platform. From the very beginning, they demonstrated a deep understanding of both the technical stack and the business vision behind the product. They helped us shape the MVP, ensuring smooth integration between backend and frontend. Throughout the process, they were proactive, detail-oriented, and always committed to delivering on time. Working with them seamless and highly productive, they truly went above and beyond to make the project a success.”
JC
Jay Crouch
YourList
“Working with Bit&Bytes Team on RingX was seamless. They delivered a secure, user-friendly solution with great attention to detail and professionalism throughout the project.”
D
Daniel
RingX
Models & stack

Shipped on the models and frameworks you already trust

Models
ClaudeOpenAIGeminiLLaMAMistral
Stack
Next.jsReactDjangoFastAPIRuby on RailsFlutterAWSAzureKubernetes
FAQ

Questions teams ask us

Straight answers on cost, timelines, ownership and data.

It depends on scope, integrations and data. Most AI work starts with a one-day Discovery Workshop or a 4-6 week pilot, and every project gets a written quote after a short scoping call.

A working AI pilot usually takes 4-6 weeks. A production system typically follows 6-12 weeks after a successful pilot.

You do. All custom code, prompts and documentation we create for you are yours under the contract.

We plan daily overlap with US Eastern and UK hours, with a fixed standing meeting time agreed at kickoff.

No. We use provider settings and contracts that keep your data out of training, and can run open-source models in your own cloud when required.

Yes. Request an NDA on the contact form and we will sign before you share anything confidential.

Free resources

Tools you can request

Scorecard, playbook and checklists, emailed within 1 business day. No spam, no fake downloads.

All resources
Interactive scorecard (emailed)

The AI Use-Case Scorecard

Rate 10 ideas on value, effort, risk and data readiness. See which to build first.

PDF + scope template

AI Pilot Playbook: Idea to Production in 6 Weeks

Scope template, KPI baseline and Go / Adjust / Stop gates we use on every AI Pilot.

Sheet + 1-page guide

Go / Adjust / Stop Decision Gate Kit

KPI baseline sheet and phase gate checklist from our delivery process.

Next step

Ready to talk about what to build?

Book a short call with a senior engineer. No pitch deck, just a clear next step.

  • We reply within 1 business day.
  • NDA available on request
  • You own all code from day one

Book a 30-minute call

What do you need? Select one or more

We reply within 1 business day.