SaaS Platform ($2.5M in Seed Funding)
Awaru Vamshi Sai
Revscale ($2.5M in Seed Funding) – A Minimal Product Design Case Study
AI agents for growth, built to work together
The Challenge
Early‑stage founders and lean growth teams drown in fragmented tools. One for outbound, another for nurture, yet another for analytics. Context gets lost, data silos grow, and opportunities slip.
The brief
Design a single workspace where autonomous AI agents handle all day‑to‑day growth ops while humans stay in the driver’s seat for strategy
Design Goals
Zero‑friction onboarding – from sign‑up to first live campaign in minutes.
Agent‑centric mental model – UI speaks the language of tasks, not settings.
Granular oversight, minimal noise – surface only what needs a human nudge.
Scales from solo‑founder to enterprise – role‑based views, clean information hierarchy.
Key Screens & Rationale
Onboarding
Onboarding has 7 Steps
Step 1 : Personal Information, Start with the easiest ask (first / last name) → quick win triggers commitment bias
Start with the easiest ask (first / last name) → quick win triggers commitment bias
Step 2 : Your Role in the Company : Role chips seed future copy (“Hey, Rahul!” vs “Hey, Marketing Director!”)
Role chips seed future copy (“Hey, Rahul!” vs “Hey, Marketing Director!”)
Step 3 : Company Information – basics : Name + URL enables instant data‑enrichment via Clearbit once they hit Next
Name + URL enables instant data‑enrichment via Clearbit once they hit Next
Step 4 : Company Information – size & industry : Tailors agent playbooks (e.g., “SMB vs Mid‑Market” tone)
Tailors agent playbooks (e.g., “SMB vs Mid‑Market” tone)
Step 5 : Primary Objective : Lets the AI prioritise agent tasks (Lead Gen vs Brand Outreach)
Lets the AI prioritise agent tasks (Lead Gen vs Brand Outreach)
Step 6 : Feature Focus : Hides non‑essential modules on first login → perceived simplicity
Hides non‑essential modules on first login → perceived simplicity
Step 7 : Which Tools Are You Using? : Pre‑configures integrations & data sync
Pre‑configures integrations & data sync
Step 8 : Invite Team : Encourages early seat expansion (growth loop)
Encourages early seat expansion (growth loop)
Why it works
Progressive disclosure – each screen asks for exactly one type of input.
Choice chips > fields – wherever possible, we replaced typing with tapping.
Smart defaults & enrichment – Clearbit + domain parsing autopopulate 40 % of fields.
“Skip / None” safety nets – users never feel trapped.
Social proof nudge – invite‑team step shows “Avg. team adds 3 colleagues”.
Validating the “Zero‑Friction Onboarding” Goal
Avg. completion time - 3 min 42 s (Median across 280 beta sign‑ups)
Drop‑off per step - 1 → 2 → 3 → 4 → 5 → 6 → 7 shows ≤ 4 % fall‑off each, industry benchmark is 8–12 %
Qualitative feedback - “Felt like Tinder for SaaS, tap‑tap‑done.” (UX survey, Feb 2025)
First‑value time - Sign‑up → first live campaign: 8 min (was 48 min pre‑redesign)
Campaign Creation
Two‑tile fork, Begin Manually vs AI‑Generated. The choice makes cognitive load explicit and measurable, novices let the agent do the heavy lifting, power users dive straight in.
Summary : Users set guard‑rails once, the AI autocompletes defaults based on earlier onboarding answers to cut manual work by ~60 %.
Summary
Leads Source : Keeps discovery & execution in one flow, no need to hop to CRM to sanity‑check the list. Bulk actions (clean, tag, delete) surface only when rows are selected → mental calm the rest of the time.
Lead Source
Schedule : Replaces cryptic cron strings with drag‑to‑set interactions. Tooltips (“Sweet‑spot: Tue & Thu, 10 am‑2 pm”) educate without docs
Schedule
Templates : Inline dropdown lets users toggle Conversational / Professional / Short tone, live preview updates instantly → trust that the AI “gets” their brand voice
Templates
Sequences : Sequence skeleton is pre‑filled by agent based on Objective KPIs, users only tweak timing. Empty‑state icon nudges to add SMS or LinkedIn step if funnel is too shallow
Sequences
Each step is self‑contained, so users feel steady momentum instead of a giant form. Combined with the onboarding shortcuts, the full campaign builder averages 4 min 20 s from open to Go Live, sealing our promise of zero‑friction onboarding to first live campaign in minutes.
Integrated CRM
Stripped‑down pipeline view inherits the same table DNA, AI enriches records in real‑time, so deal cards never go stale.
Deal Pipeline (Kanban) : Kanban visualization gives instant clarity on pipeline health. AI auto-tags leads and suggests the next step, keeping deals moving without manual tracking.
Deal Pipeline (Kanban)
Analytics Dashboard : Turns raw deal data into actionable insights. Real-time AI enrichment ensures revenue forecasting is accurate and updated, reducing spreadsheet work.
Analytics Dashboard
Users can drag & drop deals across stages, while AI automatically updates probability, next-touch suggestions, and historical context. The Analytics tab complements the board by visualizing deal progression over time, allowing teams to quickly identify bottlenecks
Lead Forms
Status chips (Live / Draft / Published) clarify lifecycle at a glance, duplicated row heights aid scan‑ability across 65+ pages..
Forms List : Spreadsheet‑style table of every form with columns for Title · Created · Updated · Status chip (Live / Draft / Published) · Form Link · Actions
Forms List
Form Builder : Left pane = modular blocks (Title & Details, Short Question, Submit Button). Right pane = live preview that updates in real‑time.
Form Builder
Success Page : Radio choice (Show success message / Redirect to custom URL), success‑title & copy fields, plus live preview.
Success Page
Share Link : Switch between Share as Link / Embed in your product or site. Auto‑generated URL + Copy to clipboard CTA.
Share Link
List → Builder → Success Page → Share Link → launch in under 3 minutes, all inside Revscale. AI auto‑labels each new form Live once traffic is detected, so status chips stay truthful without manual upkeep, another micro‑example of “autonomous agents doing the busywork.”
Lead Magnets
Folder‑like layout mirrors cloud‑storage patterns users already know. Search is global, filters are contextual, so marketers land on high‑value assets in <3 clicks.
Folders + Recent Activity (default view)
Top row of folder cards (Fonts, Illustrations, Graphic Design Assets …) with file counts & size.
“All Magnets” table under the fold (name · creator · date · 3‑dot menu).
Storage meter + Recent Activity toast pinned top‑right.
Folders + Recent Activity (default view)
My Folders & Shared‑with‑me view (collapsed folders) : Folder list now shows Shared with me section & My Folders Section, left rail auto‑collapses to widen workspace.
My Folders & Shared‑with‑me view (Collapsed)
All Magnets (flat list) : Full‑width table of every magnet, global Search field, column sort, tag filters.
All Magnets (flat list)
Folders → Flat list → Context action : everything happens in one tab, one tool. Search, filter, and share are never more than two clicks away, letting marketers surface a high‑value lead magnet and attach it to a campaign in < 3 minutes.
Billing Console
Card‑pattern summarises plan, seats, and next charge, invoice ledger adopts accounting‑table norms so finance teams feel at home.
Billing
Plan view → Edit details / Change payment → Search or bulk‑export invoices, all without leaving the Billing page. By applying clear hierarchy and familiar accounting patterns, Revscale removes the billing anxiety that usually clogs support channels, letting customers self‑serve 100 % of common finance tasks
Manage Team
Spreadsheet‑style table with role & status chips. “Add Team Member” CTA anchors top‑right, consistent with SaaS conventions, minimises hunting.
Team
Referral
Gamified progress bar + single email field. Rewards logic stays invisible until thresholds are hit, reducing legal clutter yet nudging virality.
Referral
CMD +K
Power‑user shortcut overlays any page; jump‑to actions display keyboard hints, reinforcing habit‑forming muscle memory.
CMD + K
Notifications
Bell icon with silent‑mode toggle, feed groups events by agent so users grok cause‑and‑effect instantly.
Notifications
Outcomes
Average time to first outbound touchpoint: ↓ 83 % (48 min → 8 min).
User‑reported “setup frustration” score on CSAT: 9.1 / 10.
27 % lift in referral sign‑ups after progress‑bar release.
Client Testimonial & Live Product Link
Live Product Link : https://www.revscale.com/
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Posted Jul 19, 2025
Designed a workspace for AI agents to manage growth operations, enhancing user experience and efficiency.
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Timeline
Mar 1, 2023 - Mar 21, 2025
Clients
Revscale AI
