[labs.dimssu.ai]
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// the work

Real products.
Real clients. In production.

Each entry below was built for a paying customer and is in active use today. Click any card to read the deep-dive — architecture, decisions, what shipped.

10 shippedAcross healthcare, logistics, real estate, sales and ops
Clinical Notes dashboard — Welcome back, MaraToday view — encounters, drafts, schedule
Healthcare AI
Shipped

AI Clinical Notes

Private Hospital (NDA)

AI medical scribe that listens to consultations and writes structured clinical notes in seconds. Built for busy specialists across multiple languages — currently saving 80% of documentation time per encounter.

-80%Doc Time
InstantNotes
PythonNext.jsOpenAI Whisper
ChargePulse trip planner with charging stops along the routeTrip planner — charge stops, ETA, and pre-conditioning
EVLogistics
Shipped

Charge Pulse

Leading EV Charging Network

Live EV charging station finder with real-time connector availability, voice-guided turn-by-turn navigation, and offline map tiles. Cut customer support tickets by 60% by surfacing the right station before drivers arrive.

Real-TimeAvailability
-60%Support Tickets
Next.jsReactFlutter
Grospace deal Kanban board with 14 deals across 4 stagesPipeline view — $182M across 14 deals in 4 stages
Real EstateAI Extraction
Shipped

AI Lease Management

GroSpace Global

AI lease management for multi-brand retail operators with 50–500+ outlets. Extracts 60+ fields from lease PDFs (text and scanned), tracks every obligation, and answers portfolio questions in natural language.

60+Extracted Fields
48API Endpoints
Next.jsFastAPIGemini 2.5 Pro
Drafted update with tone toggles in the right railConcise, detailed, punchy, vulnerable — pick a tone
Founder Tools
Shipped

Investor Update Drafter

Venture-backed startup (NDA)

Pulls live metrics from your stack and drafts a ready-to-send investor update every month. Toggle tone, pick sections, send to your LP list — the average update goes out in under two minutes.

<2 minDrafted in
12+LPs
Next.jsTailwindFramer Motion
Rep scorecard with 12-week trend lines for talk ratio and discovery questionsScorecards with 12-week trends per rep
Sales AI
Shipped

Sales Call Coach

B2B SaaS revenue team (NDA)

Records every sales call, transcribes it, and flags the moments that matter — discovery questions that landed, objections raised, talk-ratio drift. Reps get scorecards and 5 coaching clips per week so improvement is measurable.

11Annotations / call
16+Calls
Next.jsTailwindFramer Motion
Daily debrief with sent/received/drafted trends and auto-handled listDaily debrief — what got handled, what needs your eye
Productivity AI
Shipped

Inbox Zero

Productivity SaaS team (NDA)

AI email triage that sorts every incoming message into one of five lanes and drafts a tone-matched reply for the ones you'll actually send. A daily debrief shows what got handled, what needs your eye, and how the week is trending.

~22 minLoad
6/dayAuto-handled
Next.jsTailwindFramer Motion
Per-agent scorecard with 12-week trend lines for response time and CSATScorecards with 12-week trends per agent
SaaS Tools
Shipped

Support Pulse

B2B SaaS support team (NDA)

Classifies every incoming ticket into AI urgency lanes and drafts a cited reply in your team's tone. Per-agent scorecards surface drift in CSAT, response time, or escalation rate before SLAs slip.

28+Tickets triaged
3Tone presets
Next.jsTailwindFramer Motion
Clause-by-clause risk grid with red/amber/green badges and market comparisonEvery clause scored — high risk, market, or favorable
Legal Tech
Shipped

Brief Forge

Boutique law firm (NDA)

Drop in a contract; the AI extracts 14+ structured fields, scores every clause for risk versus market standard, and proposes redlines with rationale. A 4-hour review becomes a 30-minute one.

14+Fields extracted
12+Redlines
Next.jsTailwindFramer Motion
Calendar view with provider columns and scheduling + insurance verification queuesCalendar + AI-suggested slots, insurance queue, and phone scripts
Healthcare AI
Shipped

Patient Front Desk

Multi-clinic healthcare group (NDA)

Pre-fills patient intake forms from prior charts and insurance databases, suggests scheduling slots by visit type, and runs eligibility checks overnight. The front desk handles exceptions instead of paperwork.

18+Appts/day
78%AI-handled
Next.jsTailwindFramer Motion
Sentiment dashboard with platform rating cards, themes, and 12-week trendsSentiment trends across Google, Yelp, and Facebook
Local Business AI
Shipped

Reply Rail

Multi-location F&B chain (NDA)

Pulls reviews from Google, Yelp, and Facebook into a single queue and drafts a tone-matched reply for every one. Tracks sentiment trends across locations so a small business stays at sub-24h response without writing a word.

25+Reviews queued
6Locations
Next.jsTailwindFramer Motion