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About Futurebits

You will not hire a bench. You will hire a studio.

Futurebits is a roughly dozen-person studio founded in 2023. We ship production AI, trading infrastructure, and product design from one team. If you need a 40-person Bay bench, a transformation deck, or someone to nod at a vague AI program, we are the wrong call.

Point of view

What we believe — and act on

These are defaults, not wallpaper. If any of this feels wrong for your team, we are probably not the right fit. That is worth learning in the first call, not month three.

One team, start to finish.

Design, engineering, and AI in one small group. No outsourcing, no junior hot-swaps, no slide decks pretending to be progress. You talk to the people doing the work — the same names from the first call to the last merge.

Ship the smallest thing that proves the bet.

We cut scope until one hypothesis is testable. The first useful version should land in weeks, not after a six-month discovery phase that produces a PDF nobody reads.

Design clarifies. It does not decorate.

We use design to force decisions: what ships, what waits, what gets cut. The brief at the end of week one should be sharper than the one that came in. Taste is assumed. The work is the thinking underneath.

AI when the math works.

We build production AI when deflection, speed, or quality gains are measurable. We say no when it is not. We will tell you which side you are on before you spend.

Three rooms, one studio

How AI, markets, and design live here

They share a studio. They do not share a palette, a process, or a mashup pitch. Each room has its own bar. You enter the one that matches the problem.

The AI room

Production systems. Not a demo reel.

Retrieval, agents, automations, evals. We start with the smallest workflow that, if it holds, frees real hours every week. The model is the last decision, not the first.

  • First useful automation in 2–3 weeks when the problem is honest.
  • We refuse work where a wrong answer costs more than a right one saves.
  • If we cannot measure it in prod, we do not ship it.
Enter the AI room

The markets room

Infrastructure that survives the next regime.

Execution, analytics, and risk for funds, prop desks, and serious traders. Edge dies. Plumbing compounds. We bias toward boring code, realistic costs, and a kill switch a junior can hit at 2am.

  • Event-driven backtests with fees, slippage, and partial fills in the spec.
  • Paper and shadow before cutover. No hero go-lives.
  • We do not run your capital. Incentives stay clean.
Enter the markets room

The design room

Screens that ship in your repo.

Product design plus frontend, one team. We use design to decide what ships. Mockups are throwaways. Live prototypes and merged code are the artefact.

  • Every screen earns its place on activation, conversion, or retention.
  • We default to fewer pages and fewer features. The hard work is removal.
  • Your design system leaves stronger than it arrived. Or we ship the smallest one that earns its keep.
Enter the design room

How an engagement actually runs

Access, scope, demos, repo, cut lines

Not a discovery theatre. Not a process poster. This is the operating cadence we already run.

01

Access

Slack or email to the people writing the code. No ticket portal, no account manager translating you. If a question sits more than a day, something is broken and we say so.

02

Written scope

A one-page scope before kickoff: hypothesis, success check, out-of-scope list. You keep the page whether you hire us or not. If we cannot write it in a page, we do not understand it yet.

03

Weekly demos

Working software on a weekly cadence. Not status slides. If a week produced no demoable change, we treat that as a miss and say what we cut to recover.

04

Your repo

Code lands in your repository from week one. Your review process, your CI, your branch rules. We do not hostage work in a private sandbox and toss a zip at the end.

05

Cut lines

What we will not do is written before we start: no staff-aug without a problem, no strategy-only retainers, no fake AI when a script is enough. The cut list is part of the contract, not a vibe.

Who it's for

Stay if this is you

Founders shipping 0→1 or 1→10

You need a small team that will argue with the brief and still merge code. You do not have time to manage a bench.

Desks and funds

You need execution, risk, or analytics that survives a real session. You want a runbook, not a pitch about alpha.

Product teams

You want design and frontend in one repo, weekly demos, and a sharper brief after week one.

Who should leave

If this is the brief, don't book

  • If you need slides about digital transformation, leave.
  • If you need a 40-person Bay bench to park headcount, leave.
  • If you want staff-augmentation with no written problem, leave.
  • If you want us to nod at a vague AI program, leave.

People, without a chart

A named counterpart. Not a roster swap.

Aayush Kucheria

I lead AI at Futurebits. We build production systems: retrieval, agents, evals for ops, support, and product teams. The work I am proudest of: LLM behavior research, AI in healthcare, and applied modelling that actually shipped.

We take engagements where AI clearly pays back. If your problem is better solved another way, we will tell you on the first call. No theatre.

Aayush Kucheria

AI Lead, Futurebits. Production AI, evals, applied research.

The rest of the studio is a small group — roughly a dozen people — across design, engineering, and markets. You get a named counterpart. We do not rotate juniors onto your Slack. We do not publish a fake org chart.

What is already true

Engagements run end-to-end

12+

AI systems in production

20+

Trading systems live

30+

Operating since

2023

Proof, in their words

People we have shipped with

Futurebits not only delivered high-quality work but also uplifted the entire team with their positive energy and collaborative spirit. Every design choice reflected deep concern for the end user's experience. I wholeheartedly recommend Futurebits to any team looking for a talented, user-centered design partner.

Gopesh Mittal

Gopesh Mittal

Co-Founder Alphaquark

Working with a technology partner is often a headache - requirements keep changing, and communication gaps are common. Futurebits is the only vendor I've worked with where documentation is so strong that nothing gets lost in translation. Their first-principles thinking and deep discussions help clarify evolving needs.

Khushbu Chopda

Khushbu Chopda

Founder, Decoding Me

Futurebits is a detail-oriented design company with a strong understanding of the fintech space and provides valuable inputs to projects as needed.

Pratik Ghosh

Pratik Ghosh

Founder Alphaquark

Aayush's work was indispensable to our project. He set up organizational systems and delivered strong code across our ML pipeline. His technical depth and collaborative style made him an invaluable part of our research team.

Dr. Rasmus Herlo

Dr. Rasmus Herlo

Post-Doc at University of Copenhagen

Aayush showed exceptional analytical ability in AI tutoring research. His comparison of human and AI teaching patterns produced valuable insights for educational technology. He combines technical rigor with thoughtful human-AI design.

Dr. Nitin Sawhney

Dr. Nitin Sawhney

Professor at Aalto University

Working with Futurebits has been seamless. The team is highly responsive, proactive, and practical. They consistently deliver strong solutions across our web design and build needs.

Ajay Menon

Ajay Menon

Senior Lead TechnoServe / Program Director Greenr

Futurebits delivered exceptional work ahead of schedule, making the entire experience truly seamless. Their adaptability to evolving requirements and collaborative approach greatly contributed to the project's success. A dependable and efficient partner - we sincerely value their contribution.

Vinod Bombale

Vinod Bombale

Portfolio Manager - Global Pricing Innovation

I had a fantastic experience working with Futurebits. From initial consultation to final launch, their team was professional, creative, and incredibly responsive. They transformed my vision into a beautiful, user-friendly website that truly represented my brand.

Anita Rajwade

Anita Rajwade

Artist

Book 30 minutes. Bring the real problem.

We will come with a read of your problem and a one-page scope sketch. Keep it whether you hire us or not.

UAE number +971 58 516 5671. Remote studio. Find us on LinkedIn or X. admin@futurebits.tech