We are proud to be an official partner of Anthropic, the company behind Claude.
AI Productization & Architecture
Full solution design from data to API to UX — balancing cost, latency, and scalability across cloud, hybrid, and edge deployments.
5
Deliverables
3
Outcomes
SLA
Production Ready
Full-stack AI product design from data to API to UX.
Full solution design from data to API to UX — balancing cost, latency, and scalability across cloud, hybrid, and edge deployments.
What you get
Full-stack AI product design from data to API to UX.
Solution architecture
API design
UX integration
Cost/latency optimization
Deployment strategy
Problems we help you overcome
Prototype stuck in demo mode
Proof-of-concepts never reach production because architecture, API design, and UX integration are afterthoughts.
Unclear cost and latency tradeoffs
Teams lack a framework to balance inference cost, response time, and model quality at scale.
No deployment strategy
Cloud vs. hybrid vs. edge decisions are made ad hoc without a long-term roadmap.
What we bring to the table
End-to-end solution design
Architecture blueprints covering data ingestion, model serving, API layer, and frontend integration.
Cost/latency modeling
Capacity planning and TCO analysis for cloud, hybrid, and edge deployment options.
API & UX integration
RESTful and streaming API design with UX patterns for AI-powered product features.
Industries We Serve
Healthcare & Life Sciences
Clinical NLP, coding automation, triage assistants (HIPAA-ready).
Financial Services
Fraud detection, automated underwriting, compliance monitoring.
Legal & Compliance
Contract review, e-discovery, regulatory tracking.
Retail & E-commerce
Personalization, search, conversational commerce.
Manufacturing & Industrial
Predictive maintenance, CV inspection, supply-chain optimization.
Telecom & Edge
Customer automation, low-latency on-device inference.
Cybersecurity
Threat detection, SOC automation.
Public Sector & Energy
Document automation, forecasting, citizen services.
Pricing & Engagements
Discovery & Assessment
Fixed-fee 1–2 week assessment with roadmap.
POC-to-Pilot
Fixed-scope 2–6 week POC, includes data prep, prototype model, and success criteria.
Production & Managed Services
Subscription for hosting, monitoring, retraining, and support (SLA options).
Professional Services
Time-and-materials or outcome-based pricing for custom work.
Measurable impact
Measurable business impact from this engagement.
Faster product launches
Scalable AI architecture
Optimized cost and latency
Frequently asked questions
Can you help us go from POC to production-ready product?
Yes. Our productization playbook covers architecture, API contracts, UX integration, and a phased rollout plan.
How do you approach cloud vs. hybrid architecture decisions?
We evaluate data residency, latency requirements, cost projections, and team capabilities before recommending a deployment model.
Do you provide architecture documentation for handoff?
Every engagement delivers architecture diagrams, API specs, runbooks, and a technical roadmap your team can maintain.
Case Study
Problem
A regulated enterprise needed domain-accurate LLM responses without exposing sensitive data to public APIs.
Solution
LLM Customization & RAG, MLOps & ModelOps, Responsible AI & Governance
Outcome
40% reduction in human review time, 99.2% factual accuracy on domain tasks, and predictable inference costs within 90 days.
Ready to deploy with confidence?
Full solution design from data to API to UX — balancing cost, latency, and scalability across cloud, hybrid, and edge deployments.
More AI Services
Why Choose Us
- ✓ Industry focus + measurable outcomes: domain models with validated ROI metrics.
- ✓ POC-to-production playbook: repeatable 2–6 week POC that moves to production fast.
- ✓ SLA-backed production support: uptime, latency, and retraining SLAs.
- ✓ Compliance-first: HIPAA/GDPR/PCI-ready architectures and audited pipelines.