# Two Words

> We design the business layer of technology.

Two Words is a design, engineering, and AI consultancy based in Mumbai and Manchester. Founded in 2019, we work with enterprises on the products and platforms their business depends on, wealth platforms, tax workflows, pharma launches, and the internal tools thousands of people open every morning.

## Practices

- [Design](https://twowords.ai/design): Product strategy, platform UX, design systems, and the workflow design underneath them.
- [Engineering](https://twowords.ai/engineering): Full-stack delivery. Web, mobile, platform infrastructure, and the integration layer between them.
- [AI](https://twowords.ai/ai): Applied AI infrastructure. Agentic workflows, co-pilots, RAG systems, creative automation, evals, and cost engineering.

## Work

- [Agentic Workflows for Investment Analysis | Two Words](https://twowords.ai/work/adventum-agentic): Agents reading every client portfolio against market signals and the firm's house view, continuously, pre-drafted reviews and pre-call briefs at Adventum.
- [AI Content Infrastructure for a Wealth Firm | Two Words](https://twowords.ai/work/adventum-content): Not content generation but content infrastructure, the system that generates, distributes and measures content at scale inside a regulated wealth firm.
- [Adventum Wealth Investor Portal Case Study | Two Words](https://twowords.ai/work/adventum-portal): Designing and building a digital-first investor portal across two regulatory regimes, UK property compliance and India's LRS, for family offices.
- [BCG: AI-Powered Brand Management Prototype | Two Words](https://twowords.ai/work/bcg): A speculative prototype and narrative for Boston Consulting Group on how brand teams will operate, brand infrastructure built as a system, not a deck.
- [EY India Tax Platform UX Case Study | Two Words](https://twowords.ai/work/ey-india): How we redrew TDS, GST and Transfer Pricing into one compliance platform for EY India, designing for a rulebook that rewrites itself every few weeks.
- [Finkraft: GST Compliance Platform & GTM | Two Words](https://twowords.ai/work/finkraft): An intelligence layer for indirect-tax operations, simplifying GST compliance and go-to-market for enterprise filers handling returns at volume.
- [Hyperbaric Futures: Longevity Brand & Platform | Two Words](https://twowords.ai/work/hyperbaric-futures): Brand, platform and go-to-market for a hyperbaric medicine business, turning a clinical longevity practice into something that scales past one room.
- [Klay Securities RM Co-Pilot: AI Case Study | Two Words](https://twowords.ai/work/klay-copilot): A proprietary AI intelligence layer for relationship managers on a regulated investment platform, agentic workflows, RAG and a portfolio co-pilot.
- [Klay Securities Onboarding Platform Build | Two Words](https://twowords.ai/work/klay-onboarding): Full-stack design and engineering for a securities platform under SEBI regulation, onboarding built to clear compliance without losing the client.
- [Microsoft Channel Ecosystem B2B Platform | Two Words](https://twowords.ai/work/microsoft): A B2B sales platform for the Microsoft channel ecosystem, maximising global reach for channel partners, designed to scale across many markets.
- [Creative Automation for Fashion Retail AI | Two Words](https://twowords.ai/work/myntra): AI infrastructure for a leading Indian fashion marketplace, creative automation at marketplace scale, where merchandisers and a model share the task.
- [Novo Nordisk Pharma Launch & GTM Case Study | Two Words](https://twowords.ai/work/novo-nordisk): Brand, go-to-market and the digital launch system for a Novo Nordisk therapy under medical and regulatory review, every asset cleared before it shipped.
- [RRTS ESG Mobility: India Rapid Rail Design | Two Words](https://twowords.ai/work/rrts): Design and engineering for India's rapid rail transit system, next-generation, ESG-led mobility infrastructure built for millions of daily journeys.

## Blogs

- [De-risking business-critical spreadsheets before a key-person departure](https://twowords.ai/blogs/de-risking-business-critical-spreadsheets)
- [SaaS Portfolio Rationalization: Which Tools Should You Keep?](https://twowords.ai/blogs/saas-portfolio-rationalization)
- [Offboarding Access Revocation Verification Checklist](https://twowords.ai/blogs/offboarding-access-revocation-checklist)
- [Build vs Buy Software for Non-Software Companies](https://twowords.ai/blogs/build-buy-combine-software-decision)
- [Hiring Your First Engineer Without Technical Expertise](https://twowords.ai/blogs/hiring-your-first-engineer)
- [How to review technology, design and AI vendor proposals](https://twowords.ai/blogs/vendor-proposal-review-questions)
- [Fractional CTO vs agency vs in-house engineer](https://twowords.ai/blogs/fractional-cto-agency-in-house-engineer)
- [Recover an app when your agency is unavailable](https://twowords.ai/blogs/recover-app-agency-unavailable)
- [AWS account structure: governance, environments and billing](https://twowords.ai/blogs/aws-account-structure-governance-environments-billing)
- [CI/CD for founders: own the release process](https://twowords.ai/blogs/cicd-for-founders-release-process)
- [AI production readiness beyond the demo](https://twowords.ai/blogs/ai-production-readiness)
- [LLM Evaluation Thresholds for a Scoped Release](https://twowords.ai/blogs/llm-evaluation-thresholds)
- [Prompt Engineering vs System Design in AI Products](https://twowords.ai/blogs/prompt-engineering-vs-system-design)
- [Prompting, Fine-Tuning and Rules for High-Stakes AI Workflows](https://twowords.ai/blogs/prompting-fine-tuning-and-rules)
- [OCR for Business Documents: What to Validate](https://twowords.ai/blogs/ocr-for-business-documents)
- [PDF and form extraction: scope, evaluation and production decisions](https://twowords.ai/blogs/pdf-and-form-extraction)
- [AI Workflow Automation for Professional Services](https://twowords.ai/blogs/ai-workflow-automation)
- [AI feature cost model: tokens, retries and human review](https://twowords.ai/blogs/ai-feature-cost-model)
- [Designing brand activations that repeat](https://twowords.ai/blogs/designing-brand-activations-that-repeat)
- [Designing for inherited wealth](https://twowords.ai/blogs/designing-for-inherited-wealth)
- [When the interface becomes the vehicle](https://twowords.ai/blogs/when-the-interface-becomes-the-vehicle)
- [Designing longevity products people can trust](https://twowords.ai/blogs/designing-longevity-products-people-can-trust)
- [From audience to product](https://twowords.ai/blogs/from-audience-to-product)
- [Designing on public rails](https://twowords.ai/blogs/designing-on-public-rails)
- [When demand arrives before the prescription](https://twowords.ai/blogs/when-demand-arrives-before-the-prescription)
- [Digital luxury without dilution](https://twowords.ai/blogs/digital-luxury-without-dilution)
- [Designing for the wedding economy](https://twowords.ai/blogs/designing-for-the-wedding-economy)
- [Designing the city as an interface](https://twowords.ai/blogs/designing-the-city-as-an-interface)
- [Marketing systems that decide](https://twowords.ai/blogs/marketing-systems-that-decide)

## Glossary

- [AI-Powered Content Creation](https://twowords.ai/glossary/ai-powered-content-creation): How AI-powered content creation works as infrastructure, generation, governance and distribution built into the workflow rather than bolted onto it.
- [Accessibility in Software](https://twowords.ai/glossary/accessibility-in-software): What accessibility means in enterprise software, WCAG conformance, assistive technology, and designing for people who must use the product, not choose it.
- [Change in Digital Transformation](https://twowords.ai/glossary/change-in-digital-transformation): Why change management decides whether digital transformation lands, adoption, training and the organisational work that technology alone never does.
- [Channel Partner Platform Design](https://twowords.ai/glossary/channel-partner-platform-design): Designing platforms for resellers and distributors, multi-tier permissions, incentive structures, and the reach a partner ecosystem is built to deliver.
- [Compliance UX](https://twowords.ai/glossary/compliance-ux): Designing interfaces where policy is the constraint, audit trails, approvals and consent flows that satisfy regulators without defeating the user.
- [Contextual UX](https://twowords.ai/glossary/contextual-ux): Interfaces that adapt to role, task and moment. How contextual UX cuts noise in dense enterprise products, and why product leaders treat it as leverage.
- [Conversion Rate Optimization](https://twowords.ai/glossary/conversion-rate-optimization): CRO as a system, not a testing habit, instrumentation, hypothesis quality and the funnel maths that decides whether a test result is worth anything.
- [Cost of Bad UX](https://twowords.ai/glossary/cost-of-bad-ux): Bad UX is paid for in support tickets, shadow spreadsheets, failed adoption and error rates. How to put a number on it and take it to a finance team.
- [Dashboard Design](https://twowords.ai/glossary/dashboard-design): Data-rich interfaces that turn complex information into action, strategic visualisation, role-based hierarchy and the discipline of what to leave out.
- [Data-Driven Decision Making](https://twowords.ai/glossary/data-driven-decision-making): What it takes to actually decide with data, instrumentation, shared definitions and the governance that stops two teams reporting different numbers.
- [Design Lead Consultancy](https://twowords.ai/glossary/design-lead-consultancy): What a design-led consultancy does differently, strategy expressed as an interface people can argue with, rather than a deck nobody disagrees with.
- [Design Operations](https://twowords.ai/glossary/design-operations): The systems, rituals and tooling that let a design team scale, and why product leaders treat design ops as competitive infrastructure, not overhead.
- [Design Sprint](https://twowords.ai/glossary/design-sprint): A time-boxed run from ambiguous brief to tested direction. What a design sprint is genuinely good for, and the problems it is the wrong tool for.
- [Design System](https://twowords.ai/glossary/design-system): A library of reusable components, visual standards and documented guidelines that lets product teams build consistent experiences without re-deciding.
- [Design Team Structure](https://twowords.ai/glossary/design-team-structure): Centralised, embedded or hybrid, how design teams are structured inside enterprises, and the trade-off each model makes between speed and coherence.
- [Design Thinking for Business](https://twowords.ai/glossary/design-thinking-for-business): Design thinking past the workshop stage, how the method holds up when it meets regulation, legacy systems and a room of competing stakeholders.
- [Design-to-Development](https://twowords.ai/glossary/design-to-development): Where product quality quietly dies. What a good handoff includes, and why the strongest teams collapse the gap between designing and shipping entirely.
- [Digital Ecosystem Design](https://twowords.ai/glossary/digital-ecosystem-design): Designing across products, partners and channels as one connected system, and why ecosystem thinking beats optimising any single touchpoint alone.
- [Digital Maturity Assessment](https://twowords.ai/glossary/digital-maturity-assessment): How to assess where an organisation actually sits, capability, tooling, data and culture, and turn that picture into a sequenced plan worth funding.
- [Digital Transformation ROI](https://twowords.ai/glossary/digital-transformation-roi): How to build an ROI case for transformation that survives a CFO, baselines, attribution, time horizons and the costs most business cases leave out.
- [Digital Transformation](https://twowords.ai/glossary/digital-transformation): A systematic approach to rebuilding how a business operates digitally, the workflows, platforms and change work underneath the word itself.
- [Digital-First Experience](https://twowords.ai/glossary/digital-first-experience): What it means to design digital as the primary channel rather than a mirror of an offline process, and where digital-first goes wrong in practice.
- [Enterprise App Modernization](https://twowords.ai/glossary/enterprise-app-modernization): Modernising software people depend on daily, strangler patterns, data migration and shipping improvements without a big-bang cutover nobody survives.
- [Enterprise UX Design](https://twowords.ai/glossary/enterprise-ux-design): Designing software used across departments, roles and skill levels. Consumer UX optimises first-time delight; enterprise UX optimises the 10,000th use.
- [Full-Stack Product Development](https://twowords.ai/glossary/full-stack-product-development): One team from strategy through to infrastructure. What full-stack product development covers, and why the seams between specialists cost the most.
- [GTM for SaaS Products](https://twowords.ai/glossary/gtm-for-saas-products): Go-to-market for SaaS as a product problem, not a marketing one, positioning, pricing, onboarding and the loop between them that actually compounds.
- [Headless CMS Design](https://twowords.ai/glossary/headless-cms-design): Designing content models that editors can use and developers can ship, where headless architecture pays off, and where it just adds a second job.
- [Human-Centered Design (HCD)](https://twowords.ai/glossary/human-centered-design-hcd): The strategic approach to human-centered design, and how it changes when the users are trained professionals doing mandated, regulated, repeated work.
- [In-House vs Agency Design](https://twowords.ai/glossary/in-house-vs-agency-design): The honest trade-offs between building a design team and hiring one, cost, context, speed, and the hybrid arrangement most enterprises land on.
- [Information Architecture (IA)](https://twowords.ai/glossary/information-architecture-ia): The structure underneath the interface, how IA decides whether a platform can grow new modules and markets without a navigation rewrite every year.
- [Legacy System Modernization](https://twowords.ai/glossary/legacy-system-modernization): Decades-old systems still run the business. How to modernise around them, integration, incremental replacement and the risk maths behind each route.
- [MVP Design](https://twowords.ai/glossary/mvp-design): Scoping a first version that proves something real, what belongs in an MVP, what does not, and how the term gets abused inside large organisations.
- [Mobile First Design](https://twowords.ai/glossary/mobile-first-design): Designing from the smallest screen up, and what that constraint forces you to decide early. Where mobile-first genuinely applies in enterprise work.
- [No-Code/Low-Code Design](https://twowords.ai/glossary/no-code-low-code-design): Where no-code and low-code tools earn their place, where they hit a ceiling, and how to plan the migration before the ceiling arrives unannounced.
- [Omnichannel Experience Design](https://twowords.ai/glossary/omnichannel-experience-design): One continuous experience across every channel a customer touches, the data, design and operational work that makes the handoffs actually invisible.
- [Platform Strategy](https://twowords.ai/glossary/platform-strategy): How platform strategy transforms the way enterprises build and scale, network effects, extensibility, and the decision of what you refuse to own.
- [Product Discovery](https://twowords.ai/glossary/product-discovery): The work before the brief, defining what a product is, who it is for and what it does, before anyone commits to an interface or a delivery date.
- [Product Go-To-Market Strategy](https://twowords.ai/glossary/product-go-to-market-strategy): Turning a built product into a bought one, segmentation, positioning, channel and launch mechanics, and how each connects back to the roadmap.
- [Product Positioning](https://twowords.ai/glossary/product-positioning): The sentence a customer uses to explain why you exist. How positioning is chosen, tested and defended, and what happens when it is left to chance.
- [Product-Market Fit](https://twowords.ai/glossary/product-market-fit): What product-market fit actually is, the signals that indicate it, and why the enterprise version looks nothing like the consumer version of the same idea.
- [Prototyping for Stakeholders](https://twowords.ai/glossary/prototyping-for-stakeholders): Nobody argues with a strategy doc; everyone argues with a screen. Prototyping at the fidelity that turns five opinions in the room into one direction.
- [Role-Based UI Design](https://twowords.ai/glossary/role-based-ui-design): Same platform, same data, radically different views. How role-based interfaces cut noise and lift adoption in multi-stakeholder enterprise software.
- [SEO-Friendly Web Development](https://twowords.ai/glossary/seo-friendly-web-development): Building sites search engines can actually crawl and render, rendering strategy, Core Web Vitals, structured data and metadata done at the code level.
- [Scalable Design System](https://twowords.ai/glossary/scalable-design-system): What makes a design system survive growth, token architecture, governance, versioning, and the contribution model that keeps it from forking quietly.
- [UX Audit for Enterprise](https://twowords.ai/glossary/ux-audit-for-enterprise): A systematic evaluation of a product's experience, surfacing usability issues, design debt and the optimisation opportunities worth actually funding.
- [UX Maturity Model](https://twowords.ai/glossary/ux-maturity-model): The stages organisations move through as UX capability grows, how to tell which one you are in, and what unlocks the next, honestly assessed.
- [UX ROI](https://twowords.ai/glossary/ux-roi): Making the financial case for design, the metrics, baselines and models that connect UX investment to revenue, cost and risk a CFO recognises.
- [Webflow Development](https://twowords.ai/glossary/webflow-development): Where Webflow fits in a serious stack, what it does well, the constraints that show up at scale, and how to decide before you have committed to it.
- [Workflow Automation](https://twowords.ai/glossary/workflow-automation): Automating work that spans departments, approvals and systems, designing the exceptions, handoffs and audit trails, not just the happy path.

## Pages

- [Work](https://twowords.ai/work): Full portfolio of case studies.
- [About](https://twowords.ai/about): The studio, the founder, and the team.
- [Blogs](https://twowords.ai/blogs): Writing on design, engineering, and applied AI.
- [Glossary](https://twowords.ai/glossary): Definitions of terms we use and how we use them.
- [FAQ](https://twowords.ai/faq): Common questions about how we engage.
- [Contact](https://twowords.ai/contact): Start a conversation.

## Legal

- [Privacy](https://twowords.ai/privacy)
- [Terms](https://twowords.ai/terms)
- [Cookies](https://twowords.ai/cookies)

## Studio

Founded: 2019
Studios: Mumbai, Manchester
Practices: Design, Engineering, AI
Industries: Wealth management, Tax and compliance, Pharma, Enterprise AI, Logistics, Luxury