# Enspirit
> AI-native product design and engineering studio. Since 2008. Austin, TX and Hyderabad, India.

## About
Enspirit designs, engineers, and ships production software for enterprise teams and funded startups. Founded 2008. 50+ products shipped. Named clients include Deem, Nike, Gritwell, IIDM, Fabletics, BMI, Dr. Reddy's, Academy Sports, and Walmart. Two locations: Austin, TX (US headquarters) and Hyderabad, India (studio).

## Pages
- [Homepage](https://enspirit.co/) - AI-native product design and engineering studio. Rendering of intent, at the speed of thought. Enterprise platforms and funded startups. Since 2008.
- [Work](https://enspirit.co/work) - Case studies from 18 years of product design and engineering. Deem, Nike, Gritwell, Innovative IDM, Fabletics, Harsco, Encore. Outcomes, not pitch decks.
- [Services](https://enspirit.co/services) - Product Design, Engineering, AI Product Development, AI Integration, Advisory. Four engagement models: Embedded teams, Project builds, Venture partnership, Advisory.
- [AI-Native Product Design](https://enspirit.co/services/ai-product-design) - AI-native product design for B2B software. Enterprise UX, design systems, UX research, accessibility (WCAG AA+), and design governance, with AI built into the practice. For enterprise platform owners and Series A/B founders. Reference: Deem, Gritwell.
- [Product Engineering](https://enspirit.co/services/product-engineering) - Full-stack product engineering for B2B software. Production software from day one across React, React Native, Flutter, Node, Python, and cloud. Prototype-to-production hardening and release confidence via AURA. Reference: Gritwell (0 to MVP in 4 months).
- [AI Product Development](https://enspirit.co/services/ai-product-development) - AI-native products built from the first commit: agent interfaces, computer vision, AI-driven workflows, and model integration, with evals, fallbacks, and release confidence designed in. Reference: AURA, Tenet.
- [Advisory](https://enspirit.co/services/advisory) - AI-native advisory and AI readiness audits. We pair on real code, install Claude Code and Cursor workflows, set up evals and CI, and leave teams shipping faster without us. Audits deliver a plan, not a deck.
- [AI Integration for Manufacturing](https://enspirit.co/services/ai-integration/manufacturing) - AI integration and AI transformation for manufacturers: quality inspection, predictive maintenance, product data at catalog scale, export documentation. Proof: 200% speed improvement at Innovative IDM, 80% less manual customs documentation at Ixoreal, 30+ countries served on Harsco Rail platforms.
- [AI Integration for Travel](https://enspirit.co/services/ai-integration/travel) - AI integration and AI transformation for travel platforms: booking flows, policy engines, GDS-connected workflows (Sabre, Amadeus, Travelport), traveler support. Proof: booking time 425s to 127s and NPS 19 to 54 at Deem.
- [AI Integration for Healthcare](https://enspirit.co/services/ai-integration/healthcare) - AI integration and AI transformation for healthcare inside HIPAA guardrails: intake and triage, clinical documentation, EHR-connected workflows (Epic, Cerner, Athenahealth), patient communication. Proof: zero to production MVP in 4 months at Gritwell, $3M raised post-launch.
- [AI Integration for Retail](https://enspirit.co/services/ai-integration/retail) - AI integration and AI transformation for retail operations: product information management, promotional campaign automation, store operations at scale, demand forecasting. Proof: 400% faster time to market at Omnioffer, zero email-based requests across 500+ locations with SODA.
- [AI Integration](https://enspirit.co/services/ai-integration) - AI integration for manufacturing, logistics, and retail. Workflow audits, AI solution builds, and team training. No new product required.
- [Enspirit Delivery OS](https://enspirit.co/enspirit-os) - Enspirit Delivery OS, a governed AI delivery system, installed in your repository. Skills your team invokes, rules enforced before a commit exists, checks that flag rather than decide, and a traceable line from intent to release. Fixed timeline with flexible scope. Four-week pilot with a cycle-time guarantee.
- [Private Equity](https://enspirit.co/private-equity) - Design and engineering for private equity portfolio companies. Technical audit with a plan, platform modernisation without a rewrite, governed AI delivery, and embedded design and engineering. Delivery measured against a baseline and reported for sponsors and boards.
- [About](https://enspirit.co/about) - Founded 2008. 50+ products shipped. Austin, TX and Hyderabad, India. 18 years of production software. AI-native development practices.
- [Contact](https://enspirit.co/contact) - Start a conversation. contact@enspirit.co / +1 737-210-5699. No pitch deck needed.
- [Design System Audit](https://enspirit.co/design-system-audit) - Structured audit of your design system. Consistency, scalability, and engineering handoff quality reviewed in 2 weeks.
- [Startups](https://enspirit.co/startups) - Venture partnership model for Series A-C funded startups. Zero to MVP in 4 months. Gritwell raised $3M after Enspirit co-built their platform.
- [Careers](https://enspirit.co/careers) - Product design and engineering roles in Hyderabad, India. Senior-first culture. Work on enterprise products for global clients.
- [SaaStr Annual 2026](https://enspirit.co/saastr) - Tejas Shah, Founder and CEO of Enspirit, is attending SaaStr Annual 2026 in San Mateo, May 12-14. Book a meeting or coffee at the event.
- [UXDX New York 2026](https://enspirit.co/uxdx) - Vaishali Shroff from Enspirit is attending UXDX New York 2026, May 11-13. Book a meeting to talk about AI Native Design and what it means for product teams.
- [Figma Config 2026](https://enspirit.co/config-2026) - Tejas Shah, Founder of Enspirit, is at Figma Config 2026 in San Francisco to meet product leaders, design directors, and engineering teams. Book a conversation about AI in the product workflow, design systems, and the design-to-engineering gap.
- [Privacy Policy](https://enspirit.co/privacy)
- [Terms of Service](https://enspirit.co/terms) - Governed by the laws of the State of Texas.

## Case Studies
- [Deem](https://enspirit.co/work/deem) - Enterprise travel platform redesign for Deem / Travelport. Booking time from 425s to 127s. NPS from 19 to 54. WCAG AA+. 22 industry awards. 7-year embedded partnership. 300+ enterprise clients.
- [Gritwell](https://enspirit.co/work/gritwell) - Wellness platform built from zero to production MVP in 4 months. $3M raised post-launch. $1.2M ARR. Web, mobile, and PWA. Healthcare / 3+ year partnership.
- [Nike Equipment Builder](https://enspirit.co/work/nike) - Custom gear configuration platform for NFL and MLB athletes. Design-to-factory pipeline with millimeter precision. 4+ year partnership.
- [Innovative IDM](https://enspirit.co/work/iidm) - B2B e-commerce platform for 10M+ industrial products across 10 manufacturers. Custom ERP, customer portal, and PWA. 100 product categories.
- [Seeneemaa](https://enspirit.co/work/seeneemaa) - Mobile-first UX redesign for a Telugu film industry talent platform. 23 screens across talent and recruiter roles, audit to dev-ready Figma handoff in 3 months. No rebuild required.
- [Fabletics](https://enspirit.co/work/fabletics) - Design systems and consumer DTC experience for Fabletics activewear brand. Personalization, recommendation engine, and conversion optimization.
- [Harsco Rail](https://enspirit.co/work/harsco) - Rail equipment management and maintenance systems across 30 countries.
- [GOAT](https://enspirit.co/work/goat) - Marketing automation platform managing 300+ Walmart store openings and remodels per year across supercenters, neighborhood markets, and specialty formats. Coordinates 4-5 external agencies through one workflow, with automated post-opening creative transitions. Multi-year engagement.
- [Encore](https://enspirit.co/work/encore) - Bilingual (EN/FR) corporate travel website for Encore. 18 pages, three brands unified under one Webflow URL. Montreal, Canada.
- [Recon](https://enspirit.co/work/recon) - Creative procurement management ERP for Ivie & Associates, one of the largest in-store marketing agencies in North America. 10+ years of continuous development, 200% performance improvement via microservices migration, 6 independent modules. Ivie was subsequently acquired by Quad.
- [MCIS](https://enspirit.co/work/mcis) - Internal Walmart marketing platform for campaign item management. Tens of millions of SKUs searchable in real time. Multi-year engagement integrating Teradata (SKU warehouse) and Aprimo (campaign management), deployed inside Walmart's own IT environment with Walmart SSO.
- [Omnioffer](https://enspirit.co/work/omnioffer) - Marketing automation PIM deployed at major US retail chains. 400% faster time to market for promotional campaigns. Replaced Excel-based workflows for 3 retail chains including grocery and sporting goods.
- [Marketing Warroom](https://enspirit.co/work/retail-warroom-dashboard) - Real-time go-to-market planning dashboard for a national US grocery retailer. Multi-screen sync via Socket.IO. Replaced physical conference room ad walls with synchronized digital planning connected to ad data, competitor intelligence, and demographic information.
- [SODA](https://enspirit.co/work/soda) - Signage ordering and design application for a major US natural foods retailer with 500+ locations. Zero email-based requests after launch. Self-serve store ordering portal with two-tier access for store users and network admins.
- [KSM-66](https://enspirit.co/work/ksm66) - Export order management platform for Ixoreal, the world's leading KSM-66 Ashwagandha producer. 80% reduction in manual customs documentation. Automated end-to-end export lifecycle across US, Canada, and Asia Pacific.

## Industries
- [Travel](https://enspirit.co/industries/travel) - Enterprise travel tech: GDS integrations (Sabre, Amadeus, Travelport), booking UX, policy engines, sustainability intelligence. Deem, Travelport, Encore. 7+ year partnerships. FAQ covers: GDS integration experience, corporate travel policy engines, WCAG AA+ accessibility, enterprise booking platform timelines, mobile traveler-facing apps.
- [Healthcare](https://enspirit.co/industries/healthcare) - HIPAA-compliant platforms, patient portals, clinical dashboards, EHR integration, telemedicine, compliance infrastructure. Dr. Reddy's, Gritwell. FAQ covers: HIPAA architecture, EHR integration (Epic, Cerner, Athenahealth), telehealth scope (3-5 months for focused apps), SOC 2 and state privacy laws, FDA/SaMD regulated software.
- [Sports Tech](https://enspirit.co/industries/sports-tech) - Custom equipment configurators, design-to-factory pipelines, athlete and coach platforms, fan-facing products. Nike NFL/MLB Equipment Builder. 4+ year partnership. FAQ covers: design-to-factory accuracy, PLM/MES integration, configurator timelines (4-6 months), 3D rendering, fan app peak traffic.
- [E-Commerce & Retail](https://enspirit.co/industries/e-commerce) - 10M+ SKU catalogs, B2B procurement portals, DTC storefronts, ERP/OMS integration (SAP, NetSuite), pricing engines. IIDM, Fabletics, Walmart. FAQ covers: B2B vs DTC architecture, large-scale catalog management, ERP integration, platform migration (Magento/Shopify Plus), enterprise e-commerce scope.
- [Music & Entertainment](https://enspirit.co/industries/entertainment) - Rights management platforms, royalty calculation and distribution systems, creator portals, catalog data reconciliation. BMI ongoing partnership. FAQ covers: performing rights organizations and royalty systems, data reconciliation across catalog sources, royalty calculation engines, creator portals for songwriters and artists, rights management infrastructure timelines.
- [B2B & SaaS](https://enspirit.co/industries/b2b-saas) - AI products, workflow automation platforms, enterprise dashboards, platform engineering. Own products: AURA, Tenet. 18 years shipping B2B platforms. FAQ covers: multi-tenancy and role-based access, AI feature development approach, enterprise dashboards, technical debt and maintainability, typical B2B SaaS engagement structure.

## Products
- [AURA](https://enspirit.co/products/aura) - AI-Orchestrated Unified Release Automation. Produces a Release Confidence Score for every software release. Validates across API, UI, backend state, and data integrity layers. Intent-driven validation, CI/CD native, self-healing. Visit hasaura.com.
- [Tenet](https://tenet.enspirit.co) - Design governance intelligence. Captures why design decisions were made and surfaces that context when new decisions happen. Starts inside Figma. Built by Enspirit.

## Insights
- [Why Enterprise AI Features Fail After the Demo](https://enspirit.co/journal/why-enterprise-ai-features-fail-after-demo) - Why enterprise AI pilots stall after the demo: permissions, data quality, latency, cost, reliability, evaluation, workflow design, trust, and governance.
- [How to Build a Product Roadmap That Teams Actually Follow](https://enspirit.co/journal/how-to-build-a-product-roadmap) - A practical guide to building a product roadmap using outcomes, prioritization frameworks, and the right format for your audience.
- [Build vs. Buy vs. Partner: Choosing the Right Product Development Strategy](https://enspirit.co/journal/build-vs-buy-vs-partner-product-development-strategy) - A practical decision framework for build, buy, and partner strategies, covering costs, timelines, risks, governance, and capability-level decision-making.
- [Enterprise AI Integration: A Practical Playbook for Product Leaders](https://enspirit.co/journal/ai-integration-strategy-for-enterprise-products) - A practical roadmap for enterprise AI integration covering readiness, opportunity identification, RAG, copilots, AI agents, architecture, governance, rollout, and KPIs.
- [Why Enterprise Software Gets Hard to Use](https://enspirit.co/journal/why-enterprise-software-becomes-hard-to-use) - Why enterprise software becomes difficult to use and how workflow-first modernization reduces UX debt, errors, support demand, and lost productivity.
- [How Long Does Enterprise Product Modernization Take?](https://enspirit.co/journal/how-long-does-enterprise-product-modernization-take) - A practical guide to enterprise modernization timelines, what affects how long they take, common delays, and how to approach modernization as continuous product evolution.
- [Choosing Between In-House and External Product Teams](https://enspirit.co/journal/in-house-vs-external-product-teams) - A practical framework for deciding between in-house, external, and hybrid product teams, covering costs, trade-offs, and when each model creates the most value.
- [Enspirit Acquires Svaas Wellness](https://enspirit.co/journal/enspirit-acquires-svaas-wellness) - Enspirit acquired Svaas Wellness Limited from Dr. Reddy's Laboratories. AI-native oncology and musculoskeletal health platforms. Moving from services to platform ownership.
- [Why We Stopped Saying Team Extension](https://enspirit.co/journal/why-we-stopped-saying-team-extension) - On embedded teams vs. staff augmentation and why the framing matters for the client relationship.
- [Rebuilding the Booking Flow at Deem](https://enspirit.co/journal/rebuilding-booking-flow-deem) - How Enspirit cut Deem's corporate travel booking time from 425 seconds to 127.
- [AI Integration: Where to Start](https://enspirit.co/journal/ai-integration-where-to-start) - A practical guide for non-tech companies adopting AI into existing operations.
- [Intent-Driven Validation](https://enspirit.co/journal/intent-driven-validation) - How AURA validates software releases by intent rather than brittle DOM scripts.
- [Design Governance in the Generative AI Era](https://enspirit.co/journal/design-governance-generative-ai) - Why design governance matters more now that generative tools can produce anything.
- [How We Use AI Internally](https://enspirit.co/journal/how-we-use-ai-internally) - AI across design, engineering, and QA at Enspirit — what works and what doesn't.
- [The Evolution of Progressive Disclosure](https://enspirit.co/journal/progressive-disclosure-ai-behavior) - From classic design pattern to system intelligence in AI-native products.
- [AI-Native vs AI-Layered](https://enspirit.co/journal/ai-native-vs-ai-layered) - The architecture distinction that actually matters, and the cognitive load test that separates the two.
- [Your Prototype Works. That Is the Dangerous Part.](https://enspirit.co/journal/your-prototype-works-dangerous-part) - AI tools make prototypes faster than ever. The failure comes later, in the quiet neglect that follows a successful prototype. What the abandonment gap costs, and three paths through it.
- [Top Product Design Firms for B2B Software in 2026](https://enspirit.co/journal/top-product-design-firms-b2b-software-2026) - A guide to the most respected product design firms for B2B software in 2026, and where each one excels. Enterprise UX, SaaS design, AI-native products, workflow design.
- [Embedded Product Design Team vs Hiring In-House](https://enspirit.co/journal/embedded-product-design-team-vs-in-house-2026) - Compare embedded product design teams and in-house hiring in 2026. Costs, benefits, timelines, and best use cases for each model.
- [Building Better Travel Technology Products](https://enspirit.co/journal/building-better-travel-technology-products) - A practical guide to travel product design, orchestration, resilience, personalization, privacy, and where AI actually helps.