Frontend & Experience
Internal tools and customer-facing flows built for speed and maintainability.
- React / Next.js
- TypeScript
- Tailwind CSS
- Design Systems
Now booking free AI workflow audits for Q4
Do more with AI
without adding headcount.
We design and ship practical AI automations that remove repetitive work, lower operating costs, and produce measurable results in weeks.
First pilot in 4 weeks
•
Senior engineering team
•
Security-first delivery
Why Qrousel?
Outcomes over AI hype.
Fast Time to Value
We focus on one high-friction workflow first, so your team sees ROI quickly before scaling further.
Low-Risk Execution
Every workflow includes guardrails, approvals, and fallbacks so automation stays safe and reliable.
Clear Business Case
Before build starts, you get a clear estimate of hours saved, cost impact, and payback timeline.
Enterprise Discipline, SMB Focus
Our team has shipped systems at Microsoft, AWS, and Better.com. We bring that same rigor to practical SMB automation with tighter scopes and faster execution.
2.5x Throughput
Redesigned workflow routing to remove operational bottlenecks and increase team output.
99.95% Availability
Delivered resilient customer-facing systems that stayed online during high-traffic periods.
Major Efficiency Gains
Automated legacy modernization workflows and eliminated thousands of hours of repetitive engineering work.
// Example: Hybrid Deterministic Rule Engine
// ensures 100% compliance before calling LLM
const processLoan = async (application) => {
// 1. Deterministic Checks (Zero Latency)
const rules = await loadRules('compliance-v1');
if (!rules.evaluate(application)) {
return { status: 'REJECTED', reason: 'Policy' };
}
// 2. LLM Reasoning (Only for valid edge cases)
const analysis = await ai.generate({
model: 'gemini-3-pro',
context: application.unstructuredData,
tools: ['riskAssessment']
});
return { status: 'APPROVED', analysis };
}
Our Offerings
Clear Scopes. Measurable Outcomes.
No open-ended retainers. Every package is tied to delivery milestones and business impact.
Architecture Audit
Free
We map your current workflow, identify the best first use case, and define ROI before any build work starts.
- Workflow Friction Analysis
- Security & Risk Review
- ROI Modeling
- 90-Day Automation Roadmap
Most Popular
MVP Implementation
$3,500 Fixed
A focused pilot that automates one high-impact workflow in 4 weeks, with handoff your team can run.
- Production Workflow Automation
- Staff Training
- Monitoring & Alerts Setup
- Documentation
Enterprise Scale
Custom
For teams ready to scale automation across departments with governance, reliability, and long-term support.
- Multi-Workflow Rollout
- Private Cloud Hosting
- 24/7 Reliability
- SLA Guarantees
Industries
Solutions Tailored to Your Stack
Retail & E-commerce
Stop manual inventory counting and support tickets.
Smart Inventory
Predict stockouts using historical sales CSVs.
Automated Support
Handle "Where is my order?" tickets instantly.
Professional Services
Automate document heavy workflows securely.
Invoice Extraction
PDF to QuickBooks data entry automation.
Contract Analysis
Identify risk clauses in legal documents.
Manufacturing
Streamline quoting and supply chain logic.
Instant Quoting
Generate quotes from CAD specs and material costs.
Shift Scheduling
Optimize worker allocation automatically.
ROI Estimator
How much is manual work costing you?
Input Parameters
Potential Monthly Impact
Savings
$3,464
Time Recovered
87 hrs
*Based on a conservative 40% automation rate.
Meet the Team
Senior Operators, Not Slideware Consultants
Founded by engineers who have shipped at scale and now help SMB teams deploy practical AI faster.
Previous Experience From
Collective Expertise
We are builders first, consultants second.
Our team has led real production engineering at major tech companies and delivered under strict reliability and security expectations.
At Qrousel, that experience translates into practical automation programs for SMBs: focused scope, fast deployment, and measurable outcomes your team can sustain.
High-Throughput Systems
Architected low-latency services handling massive global traffic spikes without degradation.
Global Availability
Built distributed systems ensuring 99.99% uptime across multiple geographic regions.
Automated Modernization
Created tooling to programmatically refactor and secure legacy codebases at scale.
Architecture & Delivery Stack
Built for production from day one
We choose stacks that support reliability, observability, and predictable cost control as automation usage scales.
Backend & APIs
Service layers designed for safe automation and operational resilience.
- Python (FastAPI)
- Go
- Java / Spring, C#
- Node.js
LLM & Agent Layer
Model orchestration with strict validation and deterministic guardrails.
- AWS Bedrock
- OpenAI / Anthropic
- LangChain / LangGraph
- Pydantic Validation
Vector Search & Retrieval
Grounded responses and semantic retrieval for domain-specific workflows.
- Pinecone
- Weaviate
- pgvector
- Hybrid Search Pipelines
Databases & Streaming
State management and event pipelines tuned for reliability and throughput.
- PostgreSQL
- Redis
- Kafka
- S3 Data Lake
Deployment & Observability
Ship confidently with infra-as-code, tracing, alerting, and runbooks.
- AWS / GCP
- Kubernetes
- Terraform
- OpenTelemetry + Grafana
Client Outcomes
What operators say after launch
A few notes from teams running these workflows day to day.
“Qrousel automated our lead qualification and listing follow-up workflow. Our agents now spend more time closing deals, and our response times dropped from hours to minutes.”
CEO, Nexme
Real Estate
“They helped us automate claims intake and insurance plan checks with proper guardrails. Denials went down, and our billing team finally got breathing room.”
CTO, ClrHlth
Healthcare
“Our 3PL operation had too many handoffs between routing, WMS, and carrier systems. Qrousel integrated the workflow and cut exception handling effort by more than half.”
VP Operations, My3PL Network
Logistics & Warehousing