Custom Software Solutions for Complex Business Needs — MISSION-CRITICAL AI &
ENTERPRISE SOLUTIONS.
From production AI pipelines grounded in proprietary enterprise data to multi-cloud modernization, our engineering solutions are scoped around tangible outcomes, not generic SaaS demos.
6
Enterprise Solutions
< 85ms
Sub-Second Vector Search
150+
Production Deployments
100%
Private Code Ownership
SCALABLE ENTERPRISE
SOLUTION DOMAINS
AI Development
Production-Grade AI Features Engineered to Ship Past the Demo
End-to-end custom AI engineering — from foundation model fine-tuning and sub-50ms RAG pipelines to autonomous agent orchestration and automated guardrails that ensure deterministic, enterprise-safe outputs.
Generative AI Solutions
Enterprise Generative AI Grounded in Your Proprietary Data
Custom enterprise copilots, document intelligence engines, and automated generative workflows engineered to eliminate manual knowledge work while strictly respecting enterprise data sovereignty.
AI Consulting
Strategic AI Roadmaps Grounded in Feasibility, ROI, and Technical Reality
Cut through the AI hype with rigorous use-case scoring, data readiness audits, build-vs-buy evaluations, and concrete architectural blueprints before committing expensive engineering capital.
Machine Learning Development
Predictive, Classification & Computer Vision Systems Built for Real-World Accuracy
Custom machine learning models trained on your proprietary data, optimized for sub-second inference, and evaluated against the exact business metrics that drive revenue and operational efficiency.
Cloud Solutions & Migration
Cost-Accountable, High-Availability Cloud Architectures Engineered on AWS & Azure
Enterprise cloud architecture, zero-downtime migration practices, automated Infrastructure-as-Code (Terraform), and continuous FinOps cost governance designed for high concurrency.
Enterprise Software
Custom ERPs, CRMs & Internal Platforms Your Organization Won’t Route Around
Custom full-stack enterprise software engineering — scalable multi-tenant architectures, legacy modernization, and unified data integration portals engineered for high adoption and zero operational friction.
HOW WE SCOPE AND
DELIVER SOLUTIONS
A custom solution can be delivered a few different ways, depending on how much of the work you want to own versus hand off. Here is how the three common models compare.
| Model | Who Directs The Work | Best For | Code & IP Ownership |
|---|---|---|---|
| Full-Scope Solution Delivery | Witqualis owns delivery of a defined scope end-to-end | Businesses without an in-house engineering team, or a well-defined project outside current team capacity | Transfers to the client under the signed contract |
| Staff Augmentation | Your team directs day-to-day work; developers join your sprints | Teams that need to scale capacity quickly without changing how they already work | Transfers to the client under the signed contract |
| Technical Consulting | Witqualis advises; your team (or another vendor) implements | Architecture reviews, technology selection, or a second opinion before a major build | N/A — advisory engagement, no code delivered |
Most solution engagements combine elements of these models — for example, a full-scope build followed by ongoing staff augmentation for maintenance. Talk to us about which fits your situation.
MISSION-CRITICAL INDUSTRY
PRODUCTION DEPLOYMENTS
Production Deployment: CarDekho / GirnarSoft
The Challenge:Manual inspection bottlenecks and subjective vehicle condition appraisals.
WitQualis Architecture:Engineered a real-time computer vision AI pipeline processing 40+ inspection points in under 3 seconds with automated pricing matrix synchronization.
Production Deployment: Bakingo & FlowerAura
The Challenge:Peak flash-sale traffic spikes causing database contention and delayed delivery routing.
WitQualis Architecture:Designed an event-driven microservices architecture on AWS with automated route dispatch algorithms for multi-city delivery operations.
Production Deployment: Global Payout Platform
The Challenge:Cross-border payout reconciliation errors and slow banking gateway fallbacks.
WitQualis Architecture:Architected an immutable double-entry ledger with automated banking failovers and real-time webhook audit logging.
Production Deployment: Sutherland Global Solutions
The Challenge:High-volume unstructured document intake and manual data extraction delays.
WitQualis Architecture:Implemented a private RAG pipeline with vector indexing and specialized LLM agents for automated document extraction and CRM ingestion.
PRIVATE ENTERPRISE SECURITY &
COMPLIANCE FRAMEWORKS
Private VPC LLM Isolation
All embedding models and vector databases are deployed inside your dedicated VPC. Your proprietary training data never touches public third-party APIs.
SOC2 & HIPAA Ready Architecture
End-to-end data encryption at rest (AES-256) and in transit (TLS 1.3) with automated audit logging and role-based access control (RBAC).
Zero-Downtime Microservices
Kubernetes multi-region failover with automated canary rollouts and sub-second health-check telemetry.
Strict Automated QA & Guardrails
Rigorous LLM output validation guardrails preventing hallucinations, toxic outputs, and model drift in live environments.
TECHNICAL ARCHITECTURE &
DEPLOYMENT QUESTIONS
HAVE A SPECIFIC SYSTEM
OR DATA CHALLENGE?
Schedule a 30-minute discovery call with our Chief Technology Officer to map architecture feasibility and sprint milestones.