Most GenAI POCs Never Make It to Production
90% of enterprise GenAI pilots fail to scale. The problem isn't the technology - it's the approach. We help you build GenAI solutions that actually work in production, with proper governance, security, and measurable ROI.
POC to Production
Hallucination Rate
Cost per Query
Enterprise Ready
Sample Output
GenAI Challenges We Solve
If any of these resonate, we should talk
"Our ChatGPT pilot was great, but leadership won't approve production"
The demo impressed everyone, but IT raised security concerns, Legal flagged data privacy issues, and Finance can't justify the cost. We build enterprise-grade solutions that pass all the gates.
"The AI keeps making things up and we can't trust it"
Hallucinations are killing user trust. Your team spends more time fact-checking than benefiting from AI. We implement RAG architectures and guardrails that keep responses grounded in your data.
"We don't know which use cases will actually deliver ROI"
Everyone has GenAI ideas, but which ones are worth pursuing? We help you identify high-impact use cases and build business cases that justify the investment.
"Our API costs are spiraling out of control"
What started as a cheap experiment is now a $50K/month line item. We optimize your architecture with caching, model selection, and prompt engineering to cut costs by 70%+.
What We Believe About Enterprise GenAI
Three years of building production GenAI has taught us what actually works
The POC Trap is Real
Most enterprises are stuck in an endless cycle of impressive demos that never become products. The gap between a working prototype and a production system isn't technical - it's organizational.
Production GenAI requires solving for security, compliance, cost, reliability, and user adoption simultaneously. Miss any one and the project stalls.
"The best GenAI solution is the one your users actually use, your security team approves, and your CFO can justify."
We've developed a framework specifically designed to navigate enterprise complexity and get solutions into production - not just into demo decks.
Start with the Business Problem
Technology is never the answer. The right question is: "What decision or action will this enable?"
Ground Everything in Your Data
RAG isn't optional. LLMs must be connected to your authoritative data sources to be trustworthy.
Design for Governance from Day 1
Security, compliance, and auditability can't be bolted on later. Build them into the architecture.
Optimize for Total Cost of Ownership
The cheapest model that meets your needs is the right choice. Bigger isn't always better.
Humans in the Loop - By Design
AI augments human judgment, it doesn't replace it. Design workflows with appropriate oversight.
The DaasLabs GenAI Methodology
A proven path from idea to production in 12 weeks
Discover
Identify & prioritize use cases
Deliverables
- Use case prioritization matrix
- Data readiness assessment
- Business case with ROI
Design
Architecture & governance planning
Deliverables
- Technical architecture
- Security & compliance plan
- Model selection rationale
Prototype
Rapid POC with real data
Deliverables
- Working prototype
- User feedback report
- Go/no-go recommendation
Build
Production development
Deliverables
- Production-ready system
- Monitoring & observability
- Documentation & runbooks
Scale
Deploy & optimize
Deliverables
- Production deployment
- User training
- Continuous improvement plan
GenAI Solutions That Ship
Not experiments - production systems that deliver value
Enterprise RAG Systems
Connect LLMs to your data for accurate, grounded responses. No hallucinations, full traceability.
- Document Q&A over your knowledge base
- Hybrid search (semantic + keyword)
- Citation & source tracking
- Multi-format ingestion (PDF, docs, web)
AI Assistants & Copilots
Intelligent assistants that augment your workforce and automate routine cognitive work.
- Customer service automation
- Internal knowledge assistants
- Sales & marketing copilots
- Code review & documentation
Document Intelligence
Extract, summarize, and analyze documents at scale with AI-powered processing.
- Contract analysis & extraction
- Financial document processing
- Compliance document review
- Automated report generation
Conversational Analytics
Query your data in natural language. No SQL required, instant insights for everyone.
- Natural language to SQL/charts
- Self-service data exploration
- Automated insight generation
- Integration with existing BI tools
GenAI Governance
Deploy AI responsibly with guardrails, monitoring, and compliance built in.
- Prompt injection protection
- Content filtering & moderation
- Usage monitoring & cost control
- Audit trails & explainability
Custom Model Development
When off-the-shelf doesn't cut it, we fine-tune or build models for your specific needs.
- Domain-specific fine-tuning
- Small model optimization
- On-premise deployment options
- Model evaluation & benchmarking
Why Companies Choose DaasLabs for GenAI
See how we compare to your other options
vs. Big Consulting Firms
They'll give you a 200-page strategy deck and a $2M proposal. We'll have a working prototype in 4 weeks. Our team ships code, not slide decks.
vs. Building In-House
GenAI talent is expensive and scarce. Learning the hard lessons takes months. We bring battle-tested patterns and accelerate your timeline by 6+ months.
vs. Vendor Solutions
Off-the-shelf GenAI tools are generic and don't know your data. We build solutions tailored to your business, integrated with your systems.
What Our Clients Achieve
70% Faster
Time to answer for knowledge workers using AI assistants
40% Cost Reduction
In document processing through intelligent automation
3x More Insights
Discovered through conversational analytics access
90% User Adoption
Because we design for humans, not just technology
Ready to Get GenAI into Production?
Let's discuss your use cases and show you what's actually achievable. We'll give you an honest assessment - even if it means telling you GenAI isn't the right solution.