These six are just a sample — we’ve delivered clarity and scale across 15+ domains where systems can’t afford to fail.
We build from zero or bolt AI onto your stack - governed, observable, and crafted for measurable ops wins.
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You’ve run pilots and bought licenses
But nothing reliable hits revenue, margin, or cycle time - without risking the stack.
The patterns we fix:
THIS ISN’T ABOUT “MODELS.” IT’S ABOUT ADOPTION.
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Start clean or integrate fast.
We align to your systems, policies, and SLAs, then ship AI that your teams actually adopt.
De-risk AI decisions and map the shortest path from idea to production - aligned to your stack, governance, and KPIs.
Feasibility studies for AI adoption in business processes
Proof of Concept (PoC) and prototype development
AI model research, benchmarking, and fine-tuning
AI-driven innovation workshops & consulting
Data strategy & data pipeline design
Get agents, copilots, and automations that live inside your tools and complete real work - shorter cycles, fewer errors, measurable KPIs.
AI Agents & Assistants
Conversational AI & Chatbots
Generative AI Solutions
Add smart AI layers into your existing systems without invading a single tool - vendor-agnostic, reversible, and engineered for uptime, security, and clear SLAs.
AI integration into existing enterprise software (ERP, CRM, HR systems)
AI APIs and SDK development
Workflow automation with AI-powered RPA (Robotic Process Automation)
AI integration with cloud platforms (AWS, Azure, GCP)
Custom AI microservices deployment
Domain-specific AI to high-stakes problems - forecasting, personalization, vision, NLP. Ideal for regulated environments.
Predictive analytics & demand forecasting
Recommendation engines (e-commerce, media, learning)
Computer vision (object detection, facial recognition, quality control)
Natural Language Processing (text summarization, sentiment analysis)
Anomaly detection
Risk Analysis
AI in healthcare (diagnostics support, medical imaging analysis)
Production-grade data and models - continuously observed for quality, cost, and drift.
Data collection, cleaning, and annotation services
ML model development & optimization
LLM fine-tuning and prompt engineering
AI model hosting, deployment, and scaling
MLOps & continuous AI model monitoring
We roll out in phases and measure each step. Below is what leaders typically see as we move from proof-of-concept to production.
Controlled acceleration without risking uptime.
Less wrangling, more signal.
Shorter cycles, fewer escalations.
Ship more without breaking the roadmap.
Cleaner closes and tighter controls.
Fewer tickets, smoother onboarding.
Governed intelligence you can audit
Let's Fix Your Data & AI GAps
01
We start by agreeing on the few outcomes that matter (P&L, cycle time, error rate) and define a thin-slice use case we can prove in your stack.
A detailed KPI spec, business owner, success/failure thresholds, and “stop/pivot” rules.
02
We verify the data is real, reachable, and legal: lineage, PII/PHI handling, permissions, residency, and minimum viable connectors.
A data readiness scorecard, permitted datasets list, risk register, and security sign-off path.
03
We compare RAG vs. fine-tuning and open vs. commercial models, then design a reversible architecture with guardrails and eval harnesses.
Benchmark results (quality/latency/cost), model shortlist, reference architecture, and rollback plan.
04
We implement an end-to-end slice inside your actual systems (ERP/CRM/HR/ITSM), with human-in-the-loop, audit trails, and usage instrumentation.
A working slice tied to KPIs, acceptance criteria, change-management plan, and user training.
05
We productionize: monitoring for quality/drift/cost, retraining cadence, SLOs, cost governance, and documentation for handover or managed care.
Live dashboards, runbooks, ownership model, retraining calendar, and an evidence pack for audits/compliance.
These six are just a sample — we’ve delivered clarity and scale across 15+ domains where systems can’t afford to fail.
From platform rebuilds to untangling years of tech debt —
here’s how we’ve helped serious teams move faster, safer, and smarter.
We plug into your workflow and take full ownership of:
Ongoing bug fixing & code maintenance
Proactive testing & coverage improvements
Safer, smoother, rollback-ready releases
Incident triage & monitoring alerts
Technical insights to prevent future issues
Weekly updates, async-friendly comms, zero hand-holding
microsoft.net
Node Js
react
angular
python
and many... Many more...
Book a free discovery session where we'll break down missed opportunities in your current stack – and show you exactly what's holding you back.
You'll leave with 5 real insights – even if we never work together.
Book a Call & Get 5 Wins