# Futura Research — Full Site Content > Custom software systems, internal tools and applied AI for companies that need the work to actually ship. - Website: https://futura-research.com - Contact: signal@futura-research.com - Based in: Kerala, India (UTC+05:30), working with clients remotely - Start a project: https://futura-research.com/get-started - Last generated: 2026-09-03 --- ## About Futura Research designs and ships custom software for companies: internal tools, customer-facing platforms, workflow systems, portals, dashboards, applied AI features, and product engineering engagements. Most of what we ship falls into two buckets. Products: the platform, portal or API your customers use, built to be maintained for years rather than just launched. Operations: the systems your own staff run the company on, which usually start life as spreadsheets, WhatsApp threads and a shared inbox. The process is the same either way: find the bottleneck, map the workflow around it, build the smallest system that removes it, then extend from there. Clients retain 100% intellectual property ownership. Work is delivered fully documented and containerised, cloud-agnostic, with no vendor lock-in. --- ## Services ### Product Development Customer-facing platforms, partner portals, SaaS products and communication-heavy tools built for real usage and long-term maintainability. ### Management Systems Software for employee operations, logistics, customer management, approvals and day-to-day coordination that breaks down across spreadsheets and scattered tools. ### Data & Analytics Dashboards, reporting layers and analytics systems that help teams understand operations, performance and what needs attention next. ### Applied AI Assistants and chatbots grounded in your own documents, knowledge-base search that returns sourced answers, AI-assisted analytics, and model APIs integrated into existing products. ### Cloud Architecture Containerised infrastructure on AWS, Azure, GCP or bare metal, with CI/CD pipelines that make delivery repeatable. Rails-first backends, with Python or Node.js where a task genuinely calls for them. ### Venture Architecture Technical due diligence for founders: execution roadmaps, build-versus-buy analysis and feasibility studies before budget is committed. --- ## Engagement models ### Fixed-scope build (Defined scope) You describe the outcome, we scope it, and we build it for a fixed price against a fixed date. The complete codebase is yours at handover. - Fixed price and delivery date - Full codebase handover - From ₹1,00,000 / ~$1,100 ### Ongoing product build (Continuous) We run engineering for a product over time, sitting closer to product owner than to supplier: in the decisions, and accountable for what ships. Ownership of the codebase follows the commercial agreement. - In the product decisions - Codebase transfers per agreement - Scales as the product grows ### Partner build (Shared stake) For startups: we build at a reduced rate in exchange for a stake, contributing engineering and infrastructure as the investment. Coding responsibility and ownership are shared. - Reduced rate plus equity - Shared ownership - Engineering as investment --- ## Technology stack ### Interface - Next.js (App Router) - Inertia.js — when Rails stays a monolith - TypeScript (strict) - Tailwind CSS ### Backend - Ruby on Rails — primary backend - Python / FastAPI — where the task suits it - Node.js — second option - PostgreSQL / Redis / Sidekiq ### Infrastructure - Docker (containerisation) - GitHub Actions (CI/CD) - AWS / Azure / GCP - Coolify / Terraform ### Models - Anthropic Claude - OpenAI API - Vector search / embeddings - Retrieval pipelines --- ## Engineering as investment For startups with a real idea and not much runway. Most early founders need a product before they can raise, and need money before they can build the product. We take the other side of that trade: we build it, and take a stake instead of an invoice. **What you get.** Architecture, build and infrastructure from the people who will keep running it — not a throwaway prototype you have to rewrite the month after you raise. **What it costs up front.** A reduced rate, or none at all, depending on the stage and the size of the stake. Whatever it is, it is agreed in writing before a line is written. **What we look for.** Founders committed to this full time, a problem we can understand without a deck, and a market we can believe in. We say no more often than yes. **Who owns it.** Shared, on terms fixed at the start rather than negotiated later when the product is working and the leverage has moved. --- ## Selected work ### KonexZero — Realtime Communication API - Stage: Beta - Relationship: Futura Product - Website: https://www.konexzero.com/ Realtime communication product covering voice, video, and screen sharing APIs, built by Futura Research around low-latency delivery and a REST-first integration model. - Voice, video, and screen sharing product surface. - Originally developed to serve client communication use cases and now available for broader public use. - Low-latency API positioning with REST-first onboarding, currently in beta. Tags: Product Engineering, API Platform, Realtime Web App ### WAVBEE — Music Platform Development - Stage: Production - Relationship: Client Delivery - Website: https://www.wavbee.com/ Music distribution platform for independent artists and labels, built around affordable releases, broad store reach, and predictable release operations. WAVBEE and Futura Research are separate companies with an ongoing collaboration on music technology. - Production platform used by independent artists and record labels. - Delivers releases to 100+ stores and streaming services. - Ongoing collaboration on music technology; the two companies remain separate. Tags: Platform Development, Music Tech, Ongoing Collaboration ### Euclidean Technologies — Corporate Website Development - Stage: Production - Relationship: Client Delivery - Website: https://www.euclideantech.com/ Corporate website for an engineering and technology company, presenting services across health tech, ICT/computing, algorithm development, model-driven engineering, and electronic design. - Production website for a corporate engineering brand. - Communicates technical services with a clearer digital presence. - Highlights model-driven engineering and electronic design services. Tags: Corporate Website, Web Development, Engineering Brand Site ### Teralis — Consulting Website Development - Stage: Production - Relationship: Client Delivery - Website: https://teralistech.com/ Corporate website for a technology consulting and product support company, built to present digital transformation, SaaS implementation, business systems strategy, and agile delivery services. - Production website for a technology consulting brand. - Positioned around product support and business growth. - Highlights digital transformation, SaaS implementation, CRM, CPQ, ERP, and agile delivery services. Tags: Corporate Website, Consulting Website, B2B Service Brand --- ## Ventures and internal labs We build products for ourselves before anyone else. Tools that prove useful internally graduate; the ones that do not are documented and shut down. ### Featured venture: SaaSable (In build — internal alpha) The delivery tool we wanted and could not find in one place: a client raises a ticket, the thread stays attached to the work, and the task lands on an engineer with a date on it. **The problem.** Client requests arrive over email, WhatsApp and calls. They get re-typed into a task board, lose their context on the way, and nobody can answer "where is this" without asking three people. **The solution.** A client-facing ticket intake with threaded communication per project, feeding a scheduling and assignment board on our side. One record from request to shipped, visible to both ends. **What it covers.** Ticket intake, per-project threads, task assignment and scheduling, capacity across engagements, and time logged against the ticket that caused the work. **Why it graduates.** Most studios and agencies have this problem. We are building it for our own delivery first; if it survives real client pressure, it is the clearest candidate we have for an external product. Stack: Ruby on Rails, Postgres, Sidekiq, Docker ### Running internally #### LaunchPad Kit Our internal starter template for spinning up new projects fast. Pre-configured auth, database, deployment pipelines, and design system. The foundation we use for every new project, packaged for reuse. Stack: Ruby on Rails, Postgres, Docker, Next.js ### In build #### Pulseboard Real-time health dashboard for distributed systems. Aggregates logs, metrics, and uptime across our internal tools into a single view, so nobody has to tab-hop to find out whether something is on fire. Stack: Ruby on Rails, Postgres, Action Cable, Next.js #### Handover One page per project holding everything a client needs to take the code and run it themselves: repository links, a runbook, the environment variables, deploy steps and where the credentials live. We hand the codebase over anyway — this makes the handover something you can read rather than a zip file and good luck. Stack: Ruby on Rails, Postgres #### AuroraSpec AI-assisted specification writer. Feed it a product idea, get back structured PRDs, user stories, and technical requirements. Built to remove the blank-page problem from product planning. Stack: Ruby on Rails, LLM APIs, Next.js #### TimeSync Scheduling for distributed teams that respects focus blocks instead of filling every gap. Proposes meeting windows across time zones; a person still confirms them. Stack: Ruby on Rails, Postgres, Calendar APIs ### Shut down: GhostAgent **Why it died.** We tried to build an autonomous AI agent for client communication and task management. Hallucination rates were unacceptable for production use — clients received inaccurate project updates and incorrect scheduling information. The trust cost was too high. **What we learned.** AI agents need a human in the loop for anything client-facing. We use AI for drafting and suggestions; a person reviews and sends. That rule now governs AuroraSpec and TimeSync: the model drafts, a person decides. --- ## Partner ecosystem Futura Research owns the engineering. For the work around it we bring in specialists rather than claiming to do everything in house. We do not publish a partner roster. Who we bring in depends on what the project needs, and we would rather choose the right specialist for the work than route every job to a fixed panel. Partners are introduced by name during scoping, once there is something specific for them to quote on. - **Branding**: Brand strategy, visual identity and positioning. Typically covers: Naming, Identity system, Tone of voice, Brand guidelines. - **Graphics & content**: Visual design, motion graphics and content production. Typically covers: Product illustration, Motion graphics, Launch assets, Photography. - **Ads & marketing**: Digital advertising, growth marketing and campaign management. Typically covers: Paid acquisition, Campaign setup, Analytics and attribution, Landing pages. - **Infrastructure**: Hosting, managed databases, observability and platform operations. Typically covers: Managed hosting, Database operations, Monitoring, On-call cover. - **Electronics & hardware R&D**: PCB design, embedded systems and prototyping, for clients whose product has a physical side. Typically covers: Schematic and PCB design, Embedded firmware, Prototype runs, Certification support. There is no fixed running order. Futura takes the project and holds it throughout: - We take the project and own the engagement - Architecture and build - Project management, including any work routed to a partner - Operate and iterate once it is live Specialist work is routed out only when a project needs it: - **Brand & identity** — If the product needs branding. Partner delivers, we brief and review. - **Growth & marketing** — At launch and after. Partner delivers, we brief and review. - **Electronics & hardware** — If the product has a physical side. Partner builds, we head the team. --- ## Frequently asked questions ### What does Futura Research do? Futura Research designs and ships custom software: customer-facing products and platforms, internal management systems, dashboards and analytics layers, and applied AI features. Engagements run from scoping through to production and ongoing iteration. ### What kinds of projects do you take on? Product development, management and operations systems, dashboards and analytics, applied AI features, communication tools, and upgrades to existing systems that need a stronger architecture or cleaner workflows. The common shape is a system with real users and real workflow complexity behind it. ### How do you work with clients? Three ways. A fixed-scope build: you describe the outcome, we build it for a fixed price and hand over the complete codebase. An ongoing product build: we run engineering for a product over time, accountable for what ships. Or a partner build, for startups: we work at a reduced rate in exchange for a stake, contributing engineering and infrastructure as the investment. In all three we prefer to work as product owners rather than as extra hands: involved in the decisions about what gets built, and accountable for what ships. ### What AI work do you do? Applied AI inside real products: assistants and chatbots grounded in a company’s own documents, knowledge-base search that returns sourced answers, and AI-assisted analytics and summarisation. We integrate model APIs into existing systems rather than rebuilding around them, and we say so when a problem is better solved without a model. ### What technologies do you use? Ruby on Rails is our primary backend. Python and FastAPI come in where the task suits them, and Node.js is a second option when it makes a job simpler. On the front end we use Next.js and TypeScript. Data and background work run on PostgreSQL, Redis and Sidekiq; delivery is Docker with GitHub Actions to AWS, Azure, GCP or bare metal; AI features use LLM APIs with retrieval pipelines. ### How do you structure an application? Three shapes, chosen by how complex the interface is. A Rails monolith with Inertia.js when the app is cohesive and we want a single deployable without giving up a modern front end. Rails as an API with a separate Next.js front end when the interface is heavy or needs to ship on its own cadence. And a straight Rails monolith with server-rendered views when the interface is simple enough not to need more. Rails is the backend in all three; the decision is about the front end, not the foundation. ### How much does a project cost? Projects start at around ₹1,00,000 (roughly $1,100) and scale with complexity. A fixed-scope build is priced before it starts, so you know the number in advance. For startups we also work at a reduced rate in exchange for a stake. The first reply to a brief includes a budget range or the questions we need answered to give one. ### What do you not take on? Work that does not need engineers. WordPress and Shopify theme builds, page-builder sites, and anything a non-developer could assemble from a tutorial — we would only be charging you for something you can do yourself. What we take on is work we can own and execute end to end. ### Can you build for equity instead of a fee? For startups, yes. We build at a reduced rate — sometimes none at all — in exchange for a stake, contributing the engineering and infrastructure as the investment. Ownership is shared on terms agreed before work starts. We are selective: we look for founders working on this full time and a problem we can understand without a deck. The full terms are on the For Startups page. ### How large is your team? A core team, with vetted developers we have worked with before who join as a project needs them. Capacity scales to the engagement rather than the engagement being trimmed to fit whoever is free. ### Can you take over an existing codebase? Yes. We start with a short audit that produces a written assessment of the code, the infrastructure and the risks, plus a plan for what to do about them. You can act on that plan with us or with anyone else — it is yours either way. ### What happens after launch? Either an ongoing product build keeps it moving, or we hand over: repository, documentation, Docker build, CI pipeline and infrastructure credentials. Nothing we build depends on a service that only we can run, so a handover is a real option rather than a threat. ### How long does a project take? A contained module, dashboard or internal tool runs as a six-to-eight-week fixed-scope build. A new product starts with a scoping phase, then builds in increments so something is in front of users early. We do not put a delivery date on a build before understanding the users, the workflow and the integrations. ### Where is Futura Research based? Kerala, India, working with clients remotely since 2015. Time zone is UTC+05:30, which overlaps a full working day with Europe and the Gulf and the morning with US Eastern. ### Who owns the code you write? You do, in the normal case: work is delivered fully documented and containerised, with no vendor lock-in and the complete codebase handed over. On partner builds with startups, ownership is shared on terms agreed before anything is written. Either way it is settled in the commercial agreement up front, never left ambiguous at handover. ### How do I start a project? Send a brief through the Start a Project page covering company context, who the users are, your current setup, the bottleneck and the outcome you want. Initial response is within 24–48 hours, with either follow-up questions or a clear next step. --- ## Contact - General inquiries, partnerships, advisory: https://futura-research.com/contact - Project briefs: https://futura-research.com/get-started - Email: signal@futura-research.com - Response window: 24–48 hours Availability is limited; a small number of new product and systems engagements are taken on each quarter.