How to Make an App Like Robin

Robin changed the way people think about workplace scheduling. Instead of hunting for an open conference room or wondering whether a colleague is in the office today, employees open an app, see a live floor plan, and book what they need in seconds. As hybrid work became the default rather than the exception, workplace experience platforms like Robin went from "nice to have" to essential infrastructure.

If you're considering building an app like Robin, this guide walks through what the product actually does, the features you'll need, the technical architecture behind it, and what it realistically takes to ship.

What Is Robin and Why Does It Work?

Robin is a workplace platform that helps companies manage physical office space in a flexible-work world. At its core, it solves a coordination problem: when nobody has an assigned desk and everybody comes in on different days, how do you make the office usable?

The product covers a few connected jobs:

• Desk booking — reserve a specific desk for a specific day, often near teammates
• Room scheduling — find and book meeting rooms that actually fit the meeting
• Visitor management — check guests in, notify hosts, print badges
• Workplace analytics — show facilities and real estate teams how space is really used
• Team coordination — let people see who's coming in and plan around each other

The reason it works is that it connects the digital calendar people already live in with the physical space they occasionally share. Any app in this category succeeds or fails on that integration quality.

Step 1: Pick Your Angle

"An app like Robin" is a broad target. Before writing a line of code, narrow it down. Some viable positions:

Vertical focus. Robin serves general office environments. There's room for specialized versions: coworking spaces with billing and membership tiers, university campuses with classroom and lab scheduling, hospitals coordinating clinical rooms and equipment, or manufacturing sites managing shared workstations.

Market segment. Enterprise workplace platforms are expensive and heavy. A streamlined, self-serve product for companies with 20 to 200 employees is a real gap. So is a regional play in markets where the big platforms have no local sales presence or compliance coverage.

Feature depth. You could go deep on one thing — hardware-backed occupancy sensing, AI-driven space optimization, or best-in-class visitor security and compliance — and win on that rather than breadth.

Talk to facilities managers, office managers, and IT admins before committing. They are the buyers, and their pain points are specific.

Step 2: Define the Core Feature Set

Resist the urge to match Robin feature for feature at launch. Here's a sensible breakdown.

Must-have for v1

Interactive floor maps. Users need to see the office, not a dropdown list. Upload a floor plan, place desks and rooms as interactive objects, and show live availability with color coding. This is the heart of the product and the thing people judge it on in the first thirty seconds.

Desk and room reservations. Book by day, half-day, or hour. Recurring bookings for people with predictable schedules. Instant cancellation and check-in to release no-shows.

Calendar integration. Two-way sync with Google Workspace and Microsoft 365. When someone books a room in Outlook, your app should know. When they book in your app, the calendar invite should update. This is non-negotiable — a workplace app that doesn't talk to calendars is dead on arrival.

User directory and authentication. SSO via SAML or OIDC, SCIM provisioning for user sync, and role-based permissions for employees, managers, and admins.

Admin console. Space configuration, booking policies, capacity limits, neighborhood or zone assignments, and user management.

Mobile apps. iOS and Android, with the critical flows: see the map, book a desk, check in, find a teammate.

Phase 2 features

Visitor management. Pre-registration, host notifications, lobby kiosk check-in, NDA signing, badge printing, and watchlist screening.

Workplace analytics. Utilization heatmaps, peak-day reporting, booking-versus-attendance gaps, and cost-per-seat calculations. Real estate teams pay for this data.

Team scheduling. Let people declare office days, see their team's plans, and get nudges when their group is in.

Hardware integrations. Room display tablets outside meeting rooms, desk sensors, badge readers, and occupancy cameras.

Wayfinding. Turn-by-turn guidance to a booked desk or room in large or multi-floor buildings.

Chat integrations. Slack and Microsoft Teams bots for booking without leaving the conversation.

Differentiators worth considering

• AI recommendations that suggest desks based on who you usually sit near and what kind of work you're doing
• Automatic space optimization that flags underused floors or over-provisioned room sizes
• Energy and HVAC integration that heats and lights only the zones being used
• Meeting equity features that ensure remote participants get equal footing in hybrid rooms

Step 3: Design for Two Very Different Users

A workplace app has a split personality, and the design has to respect that.

The employee uses it for thirty seconds, two or three times a week, usually on a phone, often while walking. Their experience must be nearly frictionless: open app, see map, tap desk, done. No onboarding tours, no nested menus, no required fields. Default to their last booking. Remember their preferred floor.

The admin uses it for hours, on a desktop, configuring complex rules. They need bulk editing, CSV import, granular permissions, audit logs, and reporting. Density and power matter more than minimalism here.

Designing one interface for both is the most common mistake in this category. Build two.

Other UX principles that matter:

• Map-first navigation. Spatial problems deserve spatial interfaces.
• Show social context. Seeing teammate avatars on the map drives far more engagement than availability data alone.
• Make check-in trivial. QR code at the desk, geofence detection, or a single push notification tap. Every extra step increases no-shows and corrupts your utilization data.
• Accessibility as a feature. Let users filter for accessible desks, adjustable-height surfaces, or quiet zones.

Step 4: Choose Your Tech Stack

Mobile

React Native or Flutter both work well here. The app is largely maps, lists, and forms, with no heavy graphics requirements. Cross-platform gets you both stores from one codebase, which matters when your budget is finite.

Go native (Swift and Kotlin) if you need deep hardware integration — NFC badge reading, Bluetooth beacon triangulation for indoor positioning, or advanced widget and watch support.

Web and admin

React or Next.js with TypeScript for the admin console and web booking interface. Server-side rendering helps with the marketing site and shared pages.

Maps and floor plans

This is the technically interesting part. Options include:

• SVG-based rendering for simpler floor plans — lightweight, easy to make interactive, good enough for most offices
• Canvas or WebGL via libraries like Konva, PixiJS, or Three.js for large, multi-floor, or 3D plans
• Indoor mapping SDKs such as Mappedin or Situm if you want wayfinding and positioning out of the box
• Custom tile pipelines that convert uploaded CAD or PDF plans into interactive layers

You'll also need an ingestion workflow: architects send DWG or PDF files, and someone (or something) has to convert those into placeable, taggable objects. Semi-automated tooling with human review is the pragmatic answer.

Backend

Node.js with NestJS, Python with FastAPI or Django, or Go are all solid. The workload is read-heavy with bursty write patterns around Monday mornings and calendar sync windows.

PostgreSQL as the primary datastore, with PostGIS if you're doing spatial queries against floor geometry. Redis for caching availability and handling booking locks. A message queue — RabbitMQ, SQS, or Kafka — for calendar sync jobs, notifications, and analytics pipelines.

Infrastructure

Containerized services on AWS, Azure, or GCP, orchestrated with Kubernetes or a managed equivalent. Multi-region deployment if you're selling to global enterprises with data residency requirements.

For real-time availability updates, WebSockets or a managed service like Pusher or Ably keeps maps live without aggressive polling.

Step 5: Solve the Hard Technical Problems

A few challenges will consume more engineering time than you expect.

Calendar sync is brutal. Google Calendar and Microsoft Graph have different data models, different permission scopes, different rate limits, and different failure modes. Recurring events with exceptions, timezone edge cases, delegated calendars, and resource mailboxes all produce bugs. Budget serious time here, build a robust reconciliation job, and never trust that a single sync succeeded.

Booking concurrency. Two people tapping the same desk at the same moment must not both get it. Use database-level constraints and transactional locking, not application-layer checks. Optimistic UI is fine, but the server is the source of truth.

Floor plan data quality. Real offices change constantly. Walls move, desks get added, room names change. Your tooling has to make updates cheap for admins, or your maps go stale and users stop trusting them.

Indoor positioning. GPS doesn't work indoors. If you want wayfinding or automatic check-in, you're looking at Bluetooth beacons, WiFi fingerprinting, or UWB — each with its own cost and accuracy tradeoffs.

Enterprise security expectations. SOC 2 Type II, GDPR compliance, SSO, audit logging, data retention policies, and penetration test reports will all come up in procurement. Build with these in mind rather than retrofitting.

Step 6: Plan the Integrations

Integration breadth is a major purchase driver in this market. Prioritize:

1. Google Workspace and Microsoft 365 — mandatory, not optional
2. Slack and Microsoft Teams — for booking, reminders, and team visibility
3. Identity providers — Okta, Azure AD, OneLogin, Google SSO
4. HRIS systems — Workday, BambooHR, Rippling for employee data sync
5. Badge and access control — Kisi, Brivo, HID, Openpath
6. Room hardware — Crestron, Logitech, Neat, Poly displays
7. Sensors — VergeSense, Density, or generic IoT feeds via MQTT

Build a clean public API and webhook system early. Enterprise customers will want to wire your product into things you've never heard of.

Step 7: Build, Test, and Launch

A realistic phased plan:

Discovery and design (4–6 weeks). Customer interviews, feature prioritization, information architecture, wireframes, and high-fidelity UI for core flows.

MVP development (12–16 weeks). Floor maps, desk and room booking, calendar sync, SSO, admin basics, and mobile apps.

Pilot (6–8 weeks). Deploy in two or three friendly offices. Watch what people actually do. Utilization data and support tickets will tell you what to fix.

Expansion (ongoing). Visitor management, analytics, hardware integrations, and whatever the pilot revealed you were missing.

Testing deserves special attention. Unit and integration tests for booking logic. End-to-end tests for the critical path. Load tests against Monday-morning traffic spikes. And real physical testing — walk the office with the app and see whether the map matches reality.

Step 8: Think About Cost

Ballpark ranges for a competent build:

• Lean MVP (web plus one mobile platform, core booking, one calendar integration): $60,000–$120,000
• Full v1 (web, iOS, Android, admin console, both calendar integrations, visitor management): $150,000–$300,000
• Enterprise-grade platform (analytics, hardware integrations, compliance certification, multi-region): $350,000+

Ongoing costs include cloud infrastructure, third-party API fees, SOC 2 audits (roughly $20,000–$50,000 annually), app store fees, and a support function that enterprise buyers will expect to exist.

Step 9: Monetization

The established model in this space is per-seat or per-desk SaaS subscription, billed annually:

• Tiered pricing based on feature access — booking only, plus analytics, plus visitor management
• Per-resource pricing where customers pay per bookable desk or room rather than per employee
• Module add-ons for visitor management, analytics, or hardware licensing
• Implementation fees for floor plan digitization and integration setup, which also fund your onboarding team

Freemium works for very small offices and can generate bottom-up adoption inside larger companies, but the real revenue is in annual enterprise contracts.

Common Mistakes to Avoid

• Launching without calendar integration. It's the single feature that determines whether people use the product daily.
• Treating floor plans as a one-time setup. They're living data and need living tools.
• Ignoring the no-show problem. Bookings without check-ins produce garbage analytics and make the office feel fuller than it is.
• Over-indexing on admin features. If employees don't like it, admins can't force adoption for long.
• Skipping security groundwork. One failed security review can kill a six-figure deal.
• Building analytics before you have data. Nail booking first; reporting only matters once usage is real.

Final Thoughts

Building an app like Robin is less about inventing something novel and more about executing a well-understood set of problems exceptionally well. The booking logic isn't exotic. The maps aren't cutting-edge graphics work. What separates a good workplace platform from a mediocre one is integration reliability, interface speed, and data you can actually trust.

Start narrow. Pick one type of space, one type of customer, and one integration, and make that experience so smooth that people stop thinking about it. Then expand. The companies that win in this category aren't the ones with the longest feature list — they're the ones whose apps employees open without complaining.

Have a project in mind? Contact Sodio Technologies to discuss your requirements and explore the right technology solution for your business.