Rohann Niggam
Founder & CEO
QA → product → founder. Leads Pixelpeep, Captverse, and AI integration for new and existing products.
View profile
Product-led studio • Early design partners welcome
Where machine intelligence meets governed delivery
Aarohii AI Solution Private Limited is an intelligence-first venture: we help you meet AI for products you are building fresh or already operate in production. Our public product bets are Pixelpeep (UI testing) and Captverse (real estate operations)—plus custom AI delivery when the fit is mutual. Healthcare and other regulated work are secondary, not our headline.
Most AI initiatives stall between a prototype and something operators trust. We started Aarohii to close that gap for new and existing products: ship intelligence that is observable, testable, and owned—not bolted on after the fact.
Our bias is toward instrumented AI: every feature ships with the hooks you need to measure drift, regressions, and business impact.
Founded by Rohann Niggam — from quality testing to AI products
Rohann started Aarohii with the same mindset he brings to QuickVikalp (custom software for SaaS and real estate, with selective healthcare): ship work you can stand behind, not demos that fall apart after launch.
- Started in quality & testing — learned how to catch problems before users do, then built automation and testing practices for growing teams.
- Moved into product & delivery — owned roadmaps, releases, and live SaaS products where downtime and bugs have real cost.
- Built two ventures — QuickVikalp (founded 2023) for traditional product engineering; Aarohii (founded 2026) for adding AI to new and existing products.
- Focus today — ship Pixelpeep and Captverse, and help partners add AI to real estate and software testing workflows—with healthcare only when the engagement is a clear fit.
"AI should only go live when you can see that it works—not when a slide deck says it might. We built Aarohii to make that the default, not an afterthought."
— Rohann Niggam, Founder & CEO
What that means for your roadmap
We are not a volume outsourcing shop. We are a small team building a focused product line, with room for a handful of deep partnerships where the problem maps to what we already know how to prove.
Product, not promises
Our public roadmap centers on Pixelpeep (UI testing), Captverse (real estate operations), and social-media intelligence—each with clear evaluation criteria before we ask anyone to bet a quarter on it.
Specialists with decades of experience
Aarohii is young; the specialists building with you are not. Expect deep attention on architecture, model risk, and how releases behave under load—from people who have done it before.
Early partner posture
We work with a small number of design partners while products mature. If the fit is not mutual, we will say so early.
Who gets the most from working with us
Teams that need AI to be accountable—not theatrical:
Real-estate & asset operators
Brokerages, developers, and property managers reconciling leads, inventory, contracts, and field work across disconnected tools. Our real estate product Captverse is built for this journey—launching soon.
- End-to-end visibility from inquiry to handover—with AI summarising exceptions, not replacing judgment
- Workflow automation that respects approvals, compliance, and regional nuance
- Integrations with CRM, finance, and document stacks you already run
Engineering & QA leaders
You own web or mobile products where UI regressions cost revenue or trust. Our UI testing product Pixelpeep is built for evidence-rich checks—not black-box automation alone.
- Release trains that already include automation—and need smarter coverage
- Design systems or component libraries where drift is hard to catch manually
- Stakeholders who ask “what did we actually validate before this went live?”
Regulated & high-stakes products (secondary)
Enterprises piloting AI inside financial services, compliance-heavy SaaS, or selective healthcare journeys. You need partners who speak both model metrics and control frameworks.
- Evaluation harnesses for generative features before they touch customers
- Guardrails for retrieval, prompts, and human-in-the-loop review
- Executive-ready narratives on risk, cost, and operational readiness
At a Glance
Figures below describe our studio honestly—we are a new venture; depth comes from the people behind it.
2026
Year founded
14+
Founder years in QA & platforms
Specialist-led
Decades in each discipline
AI & platforms
Product, ops & regulated tech
"The best AI systems are those where the user never has to ask 'Is this model hallucinating?' because the instrumentation tells them exactly what happened."
— Rohann Niggam, Founder & CEO
Production AI, not demo AI
Most AI projects fail between prototype and production. We specialise in the gap — evaluation harnesses, observability layers, and deployment pipelines that make AI systems actually reliable.
QA roots meet AI depth
Our founders spent 14+ years hardening SaaS, real estate, testing tools, and regulated systems (including selective healthcare) before building AI products. That discipline—testability, release governance, audit trails—is baked into every model we ship.
Strategy before engineering
We help clients answer the hard questions first — which AI use cases are worth building, what data is actually usable, and where governance is non-negotiable — before a single line of model code is written.
Narrow focus, deep craft
We don't claim every AI vertical. We focus on Pixelpeep (UI testing), Captverse (real estate), and AI-augmented delivery for SaaS—plus selective regulated work including healthcare when it's a mutual fit.
Specialists on every project
Every Aarohii engagement is led by specialists with over decades of experience in AI/ML, product design, and quality engineering—with real deployment experience.
Design partner, not a faceless outsource shop
Early clients co-develop evaluation frameworks and product instrumentation with us. You get influence over the roadmap; we get partners who validate results in production.
Ready to Build Something Exceptional?
Let's discuss how we can help you build scalable, reliable AI systems that drive your business forward.
Start a ConversationOur Product & Capability stack
Tailored engineering for ambitious companies
AI Strategy & Transformation Advisory
Know exactly where and how AI creates value in your business — before you build
Most companies jump to AI tooling before answering the harder questions: which processes should AI touch, which data is usable, which risks need governance, and what does success actually look like? We help you answer those questions with rigour — then build the roadmap that follows.
What We Cover
AI Opportunity Assessment
A structured audit of your existing workflows to identify the highest-ROI AI integration points — scored by impact, data readiness, and implementation complexity.
AI Readiness & Data Audit
Evaluate your data quality, infrastructure maturity, and team capabilities against what each AI use case actually requires — before you commit budget.
AI Stack & Platform Selection
Objective assessment of LLM providers, vector databases, and MLOps tooling—aligned to your requirements and existing product constraints, not marketing claims.
AI Governance Framework
Responsible AI policies, model risk management protocols, and human-in-the-loop design patterns that satisfy enterprise procurement and regulatory expectations.
12-Month AI Roadmap
A prioritised, resource-aware roadmap — from quick wins to foundational platform plays — that your board, engineering team, and investors can all read from the same page.
Ongoing AI Advisory Retainer
Monthly strategic guidance as your AI initiatives evolve—architecture reviews, model performance debriefs, platform and licensing decisions, and emerging technology watch.
Ideal For
- Enterprises wanting to adopt AI without the hype — structured, evidence-based approach
- SaaS founders deciding whether to build AI features internally or use third-party APIs
- Leadership teams that need a credible AI story for investors or board presentations
- Companies that tried an AI pilot that didn't work and want to understand why
Typical Engagement
- Assessment: 2–3 weeks, fixed fee, deliverable: opportunity report + readiness score
- Roadmap: 4–6 weeks, fixed fee, deliverable: 12-month AI roadmap with investment model
- Retainer: Monthly, ongoing, includes 2 strategy sessions + async advisory
Priority AI Service
Generative AI & LLM Product Engineering
Building the cognitive core of your next-gen application
We design, fine-tune, and deploy large language model pipelines for production SaaS — RAG architectures, agentic workflows, evaluation frameworks, and observability layers built in from the start.
Our AI Capabilities
LLM Integration
Customizing GPT-4, Claude, and Llama 3 for your specific business logic and data.
AI Agents
Building autonomous agents that handle complex workflows, from customer support to data analysis.
Intelligent Automation
Reducing manual toil by up to 90% through AI-driven process optimization.
Predictive Analytics
Turning your data into foresight with custom machine learning models.
Launch Partner Offer
AI-Powered SaaS Development
From MVP to enterprise-ready platform, built for scale
End-to-end SaaS product builds with AI at the core — from architecture and data models to frontend interfaces. We've built AI products in real estate intelligence, UI testing, media analytics, and compliance automation.
What We Build
- MVP Development: Validate your idea with a production-ready MVP (8-12 weeks)
- Feature Development: Add enterprise features (SSO, RBAC, white-labeling)
- Platform Scaling: Optimize for 10x user growth
- Multi-Tenant Architecture: Secure data isolation, tenant customization
Typical Project Investment
- MVP (8-12 weeks): $25,000-50,000
- Full Platform (4-6 months): $75,000-150,000
Launch Partner Discount: 20–30% off for early clients
Secondary focus
Regulated & Enterprise AI
Governed AI for financial services and high-stakes SaaS—we take selective healthcare work when the fit is clear
Our primary bets are Captverse (real estate) and Pixelpeep (UI testing). When your product touches sensitive data or regulated journeys, we still build intelligent features with audit trails, human-in-the-loop review, and evaluation harnesses your compliance teams can inspect.
Compliance-aware delivery
PCI-DSS
SOC 2 Type II
GDPR
Typical focus areas
Launch Partner Offer
Digital Presence & Social Operations
AI-assisted brand consistency, content workflows, and social media presence
Help your product and brand show up consistently across channels. We design AI-assisted workflows for content planning, social media presence, signal quality, and operator-safe automation—aligned to your voice and compliance boundaries.
What we help with
- Social media presence strategy and execution support
- AI-assisted drafting with human approval gates
- Analytics and reach quality—not vanity metrics alone
- Integration with your existing product and CRM stack
Our Specialty
AI-Augmented Quality Engineering
Predictive quality that catches bugs before they happen
Redefine your QA with AI-powered test generation, self-healing automation, and model evaluation pipelines. Our QA architects design frameworks that catch model drift, data anomalies, and production regressions before they reach your users. Pixelpeep, our public UI testing product, launches soon.
Services Offered
QA Strategy
Assessment, tool selection, and process design.
Test Automation
Web, mobile, and API automation (Selenium, Cypress, Playwright).
Performance Testing
Load, stress, and scalability testing.
Security Testing
Vulnerability scanning and penetration testing.
Typical Outcomes
- ✓ 60-80% reduction in manual testing effort
- ✓ 40-50% faster release cycles
- ✓ 50-70% fewer production bugs
Launch Partner Offer
Mobile App Development (iOS & Android)
Native and cross-platform mobile applications
Build high-quality mobile apps for iOS and Android using native or cross-platform technologies. We help you choose the right approach based on your requirements and budget.
Development Approaches
- React Native (Recommended): Single codebase, 60-70% cost savings for MVPs.
- Native (Swift/Kotlin): Best for performance-critical apps.
Launch Partner Discount: 20–30% off for early clients
Launch Partner Offer
Product Design & AI UX
User-centered design that drives engagement and conversion
Designing for AI means designing for trust. Our product designers specialize in AI-first UX — explainability, progressive disclosure of model outputs, confidence indicators, and human-in-the-loop flows.
Design Services
- User Research & Wireframing
- High-Fidelity UI Design (Figma)
- Interactive Prototypes
- Design Systems
Team Experience & Track Record
Aarohii is a new venture; the specialists behind it have shipped serious software across real estate, testing tools, SaaS, and regulated environments—with healthcare experience where compliance demands it.
Founder's Track Record
- QA → Product → Founder: Rohann's arc from quality foundations to product leadership to co-founding QuickVikalp and Aarohii.
- Real estate: Brokerage and operator workflows—foundation for Captverse.
- Testing: QA architecture and automation at scale—foundation for Pixelpeep.
- SaaS: Helped scale multi-tenant products under demanding production traffic.
- Healthcare: Selective regulated delivery—not our primary product line.
Collective Team Capabilities
Our founding engineering team brings together deep expertise in:
- Backend systems: Go, Node.js, and high-availability database architectures.
- AI/ML Models: PyTorch, LangChain, and integrating generative AI into production.
- Quality Engineering: Playwright, Cypress, and enterprise-grade automation frameworks.
We bring enterprise-grade discipline to every new build.
Products we're taking public
Pixelpeep is our UI testing product; Captverse is our real estate product—both launching soon at their domains. These are what we showcase openly (not QuickVikalp client work under NDA).
Launching soon
Pixelpeep
UI testing product—AI-assisted visual and flow checks, regression intelligence, and human-readable evidence packs for modern web apps.
Launching soon
Captverse
Real estate product—lead-to-handover orchestration, inventory and contract workflows, with AI summarising exceptions your brokers and finance teams still approve.
What we are building next
A short, candid view of the product surface area we are hardening—no vaporware labels.
In development
Captverse depth
Expanding CRM, finance, and document integrations for brokerages and asset operators—same real estate product, deeper operator workflows.
Pipeline
Social & media intelligence
Early research on responsible reach, signal quality, and operator-safe automation—details shared under NDA.
Leadership & craft
A compact team building AI products with the same rigor we demand from production systems.
Supriya Saxena
Co-founder
Operational excellence and client success across delivery and partnerships.
Mrigendra Kausshik
AI research lead
Applied AI research and LLM integration—production-grade, explainable models.
Bhavana Singh
Product & design lead
Roadmaps and design systems that make complex AI capabilities feel intuitive.
Latest insights
Practical AI guides for product teams—shareable, indexable, and updated as we publish.
When not to add AI
Skip hype when measurement, data, or safety are not ready.
RAG vs fine-tuning for SaaS
Choose retrieval or training before you lock spend.
Evaluating LLM vendors
Latency, failover, and governance—not leaderboard scores.
AI launch checklist
Tests, logs, budgets, and rollback before scale.
How We Work With You
Two engagement models—whether you bring the product or we co-build an approach with shared upside.
Your product — our AI execution
You bring a new or existing product and requirements. We scope AI integration or greenfield features, deliver on milestones, and support ongoing maintenance after launch.
- Fixed-scope assessments, roadmaps, and build phases
- Paid engagement aligned to delivery
- Best when your vision and budget are defined
Our approach — shared upside
We propose an AI approach with minimum upfront cost. Compensation aligns on commission or revenue share—often through our early design partner cohort.
- Co-develop evaluation harnesses and instrumentation
- Preferential economics while products mature
- Best for capital-efficient launches and validation
Early design partners
Limited cohort for 2026. Priority fit: teams shaping Pixelpeep (UI testing) or Captverse (real estate). We also consider regulated SaaS partners—including selective healthcare—when instrumentation goals align.
Partners receive specialist-led delivery on agreed milestones (Model B: minimum upfront, commission-aligned), transparent burn-down of risk, and preferential economics while we calibrate pricing for the market.
- Architecture & model risk — documented controls before models touch users
- Instrumentation — traces, eval sets, and release gates you can audit
- Executive narrative — plain-language readouts for boards and compliance
Engagements may include anonymised case material and recorded walkthroughs in lieu of public references during the program.
2026 cohort
3 active slots
Limited capacity—fit calls are scoped, not sales pitches.
Request a fit callBuilt for production AI
Principles we apply to every product line—not generic agency slogans.
Evidence, not theatre
Every capability ships with evaluation hooks: traces, golden sets, and release artefacts your security and quality teams can inspect.
Product DNA from QA roots
Founder-led discipline from years of hardening real estate, testing, SaaS, and regulated stacks—applied to how we design models, UX, and operations together.
Narrow focus, deep craft
We concentrate on Pixelpeep (UI testing), Captverse (real estate), and a disciplined social roadmap—rather than claiming every vertical on earth.
Signals we publish instead of theatre
No fabricated five-star reviews—here is how we stay accountable while the studio is still young.
Evidence
Evaluation hooks first
Every serious capability ships with traces, golden sets, or human-in-the-loop checkpoints you can audit—before we ask for production trust.
Roadmap
Written in public
Pixelpeep (UI testing), Captverse (real estate), and social intelligence are sequenced explicitly—no vague “we do everything” claims.
Partners
Design partners, not logos
We work with a small number of teams at a time. When reference stories exist, they will name real companies and outcomes—not stock avatars.