01 / Noomo cue
Story
Motion follows the narrative instead of decorating it.
QuantaloomAI · AI Operating System
We buildintelligent AI software withbrand gravity.
Designing and shipping custom AI products, autonomous workflows, and SaaS platforms — built by the QuantaloomAI engineering team. Explore our project portfolio and production AI journal.
Shipped3 live platforms
VerticalsHealthcare · HR · Events
DeliveryObs · evals · runbooks
[00] Reel
Technology with cinematic presence — AI products, orchestration, and interfaces in motion.
[10] Creative Sparks
Where ideasignite .
A living canvas of wisdom that evolves as you move through it — each quote emerges like paint on canvas, blending with the next in a continuous flow of creative insight.
“The best way to predict the future is to invent it.”
0%
Scroll to reveal more wisdom
Build Room / QuantaloomAI
Storytablespeed
NarrativePrototypeInterfaceSystemLaunchStewardship
Studio tableLap 03
Immersive story cues, visible studio artifacts, and race-like pacing inside one coherent system.
We build for the humans who use AI, not just the models that power it.
Narrative mapPrototype plateInterface signalLaunch path
system
02 / Opal cue
Table
Artifacts stay visible so the work feels tangible.
03 / Lando cue
Speed
Race-like pacing gives the page confidence and momentum.
OpenAILangChainHugging FacePythonNext.jsSupabaseAWSPineconen8nFastAPIVercelStripe
Capabilities
What we ship — end to end.
- AI Product Design
- Agentic Systems
- SaaS Engineering
- Voice AI
- ML Pipelines
- UX for AI
- Deployment & SLA
Platforms we ship
Live QuantaloomAI products in healthcare, HR, and events — built and operated by our team.
HMIS ProtwistyHRSummit Connect
AI StrategyProduct DesignLLM EngineeringRAG PipelinesBrand IdentitySaaS ArchitectureMulti-Agent SystemsDesign SystemsObservabilityPrompt EngineeringData EngineeringUI Engineering
[06] The problem
TheAImarketisfullof theater.
×01
Generic AI wrappers
ChatGPT prompts reskinned as product strategy. You deserve a system with behavioral architecture.
×02
Vague dashboards
Metrics for metrics' sake. Real AI infrastructure has clear operating signals and meaningful telemetry.
×03
Pilots that never ship
"Exploration" that burns budget and produces a deck. We build for production, not presentation.
×04
Black-box vendors
Systems you can't audit, modify, or own. We hand you infrastructure you understand and control.
Our answer
QuantaloomAI rejects AI theater. We build charismatic AI software — clear enough to trust, strong enough to operate, and refined enough to represent your company at every level.
[02] Impact
Numbersthatreflect realdelivery.
Quantifiable indicators of performance, reliability, and engineering scale.
0
Live platforms shipped
0
Core verticals
0
Shipped builds
0%
Code ownership transfer
Operating Principles
Builton fourpillars.
Every decision we make traces back to these four commitments. They're not marketing — they're the contract we keep with every client.
01
Precision Engineering
Everything ships as infrastructure.
No prototypes masquerading as products. Every system we build includes monitoring, evals, documentation, and a runbook. You get production infrastructure — not a slide deck with a demo link.
FullObs + runbooks
02
Radical Ownership
You own the code. Full stop.
Repository, architecture docs, deployment credentials — everything transfers on completion. No vendor lock-in, no hidden licensing, no 'we'll manage it for you' unless you ask us to.
100%Code transfer
03
Design Gravity
Perception is a product decision.
AI products fail when they feel untrustworthy. We obsess over clarity, confidence states, and interface rhythm — because adoption starts with how something feels, not just how it functions.
ClearTrust-first UX
04
Kinetic Delivery
Speed without chaos.
Two-week cycles, visible progress, and honest timelines. We don't disappear into development black holes. You see working software every sprint — and you can course-correct immediately.
2 wkSprint cycles
QuantaloomAI · Est. 2023
Selected Work
Productsthatspeak
forthemselves.
HMIS ProtwistyHRSummit ConnectQuantaloomAI
[Clinical]Healthcare · Clinical OS
HMISPro
A high-precision clinical ecosystem for modern healthcare institutions — OPD, IPD, surgery suites, diagnostic labs, and enterprise revenue cycle management in one zero-latency architecture.
24/7clinical presence
[Talent]HR · AI Hiring Platform
twistyHR
QuantaloomAI's AI hiring platform — from job post to onboarding with resume parsing, Kanban pipelines, proctored assessments, team scorecards, and hiring analytics for global recruiting teams.
81%faster hiring
[Events]Healthcare · Conference Platform
SummitConnect
QuantaloomAI's conference operations platform for the 16th Annual National Medical Conference — RSVP, live schedules, speaker lineup, exhibitor directory, and community pulse for MMM × Modern Hospitals Network.
12sessions · May 2026
[04] Selected Work
Case studies
Live platforms from the QuantaloomAI portfolio — healthcare, HR, events, and enterprise ops.
View all projects- 01
HMIS Pro
Healthcare · Clinical OS · 2026
- 02
twistyHR
HR · AI Hiring · 2026
- 03
Summit Connect
Events · Healthcare · 2026
- 04
Integrated Business Dynamics
CRM-ERP · Inventory · 2025
- 05
All-in-One CRM & POS
Retail · POS · CRM · 2024
- 06
FourSeason AR
AR · Hospitality · 2024
- 07
Call & Lead App
Sales · Mobile · 2024
- 08
Social Platform
Social · Platform · 2023
- 09
Federated Learning
ML · Privacy · 2023
- 10
Currency Exchange
Fintech · FX · 2023
- 11
Integrated Solution Suite
ERP · Integration · 2022
- 12
FourSeason Website
Web · Hospitality · 2024
- 13
FourSeason Chatbot
Chatbot · Hospitality · 2024
- 14
Baggy Commerce
E-commerce · Retail · 2023
- 15
Butterpply
E-commerce · D2C · 2023
- 16
NeuralDesk
AI · Productivity · 2024
- 17
VoiceFlow
Voice · Agents · 2024
- 18
AutomateIQ
Automation · Ops · 2024
[07] Brand Operating System
Theinfrastructure
ambitiousproductsneed.
A complete brand and product system for AI startups ready to scale: part narrative, part interface, part launch machine, built to attract investors, users, and talent.
Strategy & verbal identity
A point of view sharp enough to open rooms you could not enter before.
We set the table: what your AI product believes, where humans stay central, and how the company speaks when investors, users, and talent are listening.
Point of viewVoiceNarrativeMessagingCategory story
Visual identity & design system
A visual language with enough presence to win the room before the demo starts.
Interfaces, tokens, and component systems built for AI products: visible confidence, clear states, and decision paths that make complex intelligence feel usable.
TokensComponentsUI statesMotionAccessibility
Brand deployment
A launch surface that makes every touchpoint feel like the same company.
Marketing sites, product UI, docs, and launch assets deployed as one coherent system, not a folder of mismatched screens waiting for someone to reconcile them.
LaunchProduct UIDocsMarketingHandoff
Brand stewardship
A governance loop that keeps the system improving after the launch rush fades.
Evals, observability, iteration, and stewardship so brand decisions compound instead of drifting into entropy.
EvalsGovernanceIterationObservabilityOps
[04] Services
Whatwe actuallydo.
Six specialist capabilities, unified under one operating principle: AI that works as infrastructure.
01AI Product Design
From behavioral architecture to interaction model — we specialize in custom AI product development, creating AI products that feel intelligent by default, not because of a badge.
02Agentic Automation
Multi-agent systems, LangGraph pipelines, and autonomous loops that eliminate operational overhead without adding fragility.
03Custom SaaS Engineering
Full-stack SaaS platforms with AI baked in — not bolted on. We provide AI SaaS development services that are built to scale, priced to grow, and designed to convert.
04Integration & Orchestration
We wire your CRM, data warehouse, and existing stack into a coherent AI operating environment your team actually uses.
05AI-Native UX
We obsess over the interface layer — because users adopt systems they trust, and trust starts with clarity and craft.
06Deployment & Reliability
Observability, evals, and graceful degradation baked in. Your AI systems run like infrastructure — because they are.
[09] Deep method
Fourphases. Zeroambiguity.
A FURO-inspired engagement model: editorial clarity, week-by-week cadence, and outcomes you can measure — from first workshop to hypercare.
Typical engagement · 14 weeks
01DiscoverWeeks 1–2
2 wks
Discovery sprint
Outcome
A specification your team can build against — not a slide deck.
Discovery & architecture
Stakeholder interviews, data audit, competitive landscape, and an AI capability matrix. We map constraints before we commit to a stack.
- Problem brief
- Architecture options
- Risk & compliance map
02DesignWeek 3
5 days
Design sprint
Outcome
Blueprint for data, models, UI, and brand — signed before build.
System design & brand OS
Data flows, model selection, interface contracts, eval criteria, and design tokens. The charter that keeps sprints aligned.
- System diagram
- UX flows
- Brand + UI tokens
03BuildWeeks 4–10
2 wks
Per sprint
Outcome
Shippable increments every two weeks with demos you can show investors.
Iterative production build
Two-week cycles, prioritized backlog, and working software — not status meetings. You see progress in the product, not in reports.
- Working demos
- Eval harness
- Release notes
04LaunchWeeks 11–14
30 days
Hypercare SLA
Outcome
Production launch with observability, runbooks, and a team that owns the system.
Deploy, observe, hand off
Dashboards, alerting, documentation, and 30-day hypercare. We leave you with operational clarity — not a black box.
- Runbooks
- Monitoring
- Knowledge transfer
[10] Proof
Ourstandards, mademeasurable.
100
Speed
Core Web Vitals target
Obs
Reliability
Monitored deployments
100%
Ownership
Code and data transfer
3
Verticals
Healthcare · HR · Events
The QUANTA Method
Qualify
use case & ROI
Phase 01
Understand
data & constraints
Phase 02
Architect
system design
Phase 03
Navigate
UX & interface
Phase 04
Train
model behavior
Phase 05
Activate
launch & monitor
Phase 06
[11] Results
Builtforspeed. Measured.
Google Lighthouse targets on every QuantaloomAI build — performance, accessibility, best practices, and SEO. Audited, optimized, and monitored in production.
0+
Performance
LCP · INP · CLS optimized
0+
Accessibility
WCAG-minded patterns
0
Best practices
Security & standards
0
SEO
Structured & indexable
3
Live platforms
HMIS · twistyHR · Summit
18
Shipped builds
Portfolio in production
100%
Code ownership
Repo + deploy handoff
Services
At the intersection of strategy and business, tech and design, we’ll create your best work yet.
Strategy & business01
Technology02
Design systems03
AI products04
[10] Packages
Engagement models.
Two clear entry points, scoped to where you are. No hourly billing. No vague estimates.
01
AI Sprint
Founders validating a high-value AI workflow or internal automation.
From $8,500
Investment
4-6 weeks
Timeline
- Use-case discovery
- Prototype interface
- LLM/tool integration
- Automation handoff
- Launch report
Most popular
02
Intelligence Platform
Teams ready to build a production SaaS, agent system, or data product.
Scoped after audit
Investment
10-14 weeks
Timeline
- Product strategy
- Full-stack engineering
- Model + data pipelines
- Evals and monitoring
- Launch and iteration
Need a custom enterprise engagement? Let's talk scope.
[13] Reel
Amosaicof whatweship.
Production-grade pipelines
AI Infrastructure
Live
Multi-agent systems
Neural Orchestration
Live
Workflows that stay observable
Data at Scale
Live
Interfaces that earn trust
Human × Machine
Live
SaaS built to convert
AI Products
Live
[15] Manifesto
People don't adopt models. They adopt systems they trust.
QuantaloomAI rejects AI theater: generic wrappers, vague dashboards, and pilots that never become infrastructure. We build charismatic AI software — from HMIS clinical systems to twistyHR hiring and Summit Connect events — clear enough to trust, strong enough to operate.
No AI theaterPrecision-builtTrust-firstProduction-gradeCharacter-drivenNo AI theaterPrecision-builtTrust-firstProduction-gradeCharacter-drivenNo AI theaterPrecision-builtTrust-firstProduction-gradeCharacter-drivenNo AI theaterPrecision-builtTrust-firstProduction-gradeCharacter-driven
[12] Studio · Founder
Remote-first
Global delivery
Sharjeel Ahmed.
Founder · Senior AI & ML Engineer · QuantaloomAI
Founder of QuantaloomAI. Sharjeel builds production AI systems for healthcare, HR, and enterprise — from HMIS clinical platforms to twistyHR hiring automation and Summit Connect event operations.
Our team ships with observability, evals, and real users — not slide-deck pilots.
0
Live platforms
0
Core verticals
0%
Code ownership
0
Shipped builds
01
Founder-led delivery
Every engagement is led by Sharjeel — from architecture to production handoff. No account-manager layer between you and the builder.
02
Production-first
HMIS, twistyHR, and Summit Connect ship with observability, evals, and real users — not slide-deck pilots.
03
QuantaloomAI founding story
QuantaloomAI grew from years of shipping healthcare, HR, and enterprise platforms — same engineering team, now focused on production AI systems that run in the real world.
[09] Product outcomes
Whatwe shipped.
HMIS Pro replaced fragmented clinical workflows with one institutional-grade system — OPD, labs, and RCM in a single architecture.
HMIS Pro
Healthcare · Clinical OS
24/7
clinical presence
twistyHR cut hiring cycles with AI screening, Kanban pipelines, and proctored tests in one platform instead of a fragmented tool stack.
twistyHR
HR · AI Hiring
81%
faster hiring
Summit Connect handled RSVP, schedules, speakers, and exhibitors for a national medical conference — ops stayed on the program, not the tooling.
Summit Connect
Events · Conference
12
sessions managed
AI StrategyProduct DesignLLM EngineeringRAG PipelinesBrand IdentitySaaS ArchitectureMulti-Agent SystemsDesign SystemsObservabilityPrompt EngineeringData EngineeringUI Engineering
[12] FAQ
Questionswe alwaysget.
Still have questions?
We'd rather talk than send another email.
Book a free 30-minute strategy call. No sales script. Just an honest conversation about whether we're a fit.
Book a call →As an AI software agency, we find that it depends on scope, but most projects run 8–16 weeks from signed brief to production deployment. We move fast because we've solved most architectural problems before. Complex multi-system integrations can extend to 20+ weeks.
Both, but the engagement model differs. With startups, we often own a larger share of technical decision-making. With enterprise, we integrate into existing governance and work within established security and compliance frameworks.
Every engagement includes a 30-day hypercare period: daily standups, a dedicated Slack channel, and SLA-backed response times. After that, we offer retainer arrangements for ongoing improvements and model re-tuning.
Both. Model selection is driven by your specific requirements: latency, cost, compliance, and output quality. We're model-agnostic and vendor-neutral — your AI SaaS development infrastructure shouldn't be tied to a single provider's roadmap.
Yes. Our 'AI Audit' engagement covers behavioral testing, prompt and retrieval evaluation, latency and cost profiling, and UX friction analysis. Many clients engage us to rescue AI products that underperformed in production.
Fixed-scope projects are quoted upfront with milestone-based payments. Retainer work is invoiced monthly. We don't do hourly billing — it incentivizes the wrong behavior. You pay for outcomes.
Let's talk
Haveanidea
worthbuilding?
We take on a small number of projects at a time. Tell us what you're building — we reply within 48 hours.
[11] Start a Project
Readytobuild
somethingreal?
We work with a small number of clients at a time to maintain quality. Tell us about your project and we'll respond within 48 hours.
- Response within 48 hours
- Free 30-min strategy call
- No lock-in contracts
- NDA on request
- Book a call →