Feature discovery
Pick AI features with clear user value.
- User problems
- Feasibility
- Effort vs value
AI Integration Services
Add useful AI features to the software you already have.
Summaries, smart search, classification and drafting built into your product or internal tools, with quality checks and predictable costs.
What you get
- Feature shortlist
- Production-ready integration
- Quality and cost checks
Challenges we solve
AI features that customers actually use.
Challenge
Customers expect AI features you don't have
What changes
Focused AI features that solve real tasks
Challenge
Search can't find what users mean
What changes
Semantic search over your own data
Challenge
AI costs are unpredictable
What changes
Model choice and caching that keep costs in check
Challenge
You're unsure how to test AI output
What changes
Evaluation sets and quality checks before release
What's included
How we integrate AI into your product.
Model selection
Compare models on your data for quality, speed and cost.
- Benchmarks
- Cost model
- Data residency
API integration
Wire AI into your backend safely.
- Server-side calls
- Streaming
- Rate limits
Search and retrieval
Semantic search and question answering over your content.
- Embeddings
- Vector search
- Citations
Quality checks
Test sets and monitoring so quality doesn't drift.
- Evaluation sets
- Human review
- Monitoring
Cost control
Caching, batching and model routing.
- Caching
- Usage limits
- Cost dashboard
How we deliver
A clear process, with something to see at every step.
01
Identify
Map processes and pick the first use case.
You getUse-case shortlist
02
Prototype
Test the idea on real examples.
You getWorking prototype
03
Build
Connect to your systems with guardrails.
You getProduction workflow
04
Launch
Go live with human approval steps.
You getLive automation
05
Measure
Track time saved and accuracy.
You getMonthly report
Technology
Tools and platforms we work with.
We choose tools to fit your goals, team and budget, not the other way round.
AI models
OpenAIAnthropic ClaudeGoogle Gemini
Automation
n8nMakeZapier
Connects to
CRMsERPsWhatsApp Business APIGoogle WorkspaceZoho
Data
PostgreSQLVector databases
Related services
One team, so nothing gets lost in the handoff.
Service
AI Assistants
Chat assistants for your website, WhatsApp or internal knowledge.
Learn more →ServiceAI Agents
Agents that read, decide and act across your tools, within rules you set.
Learn more →ServiceSaaS Development
Multi-tenant products with AI features built in.
Learn more →ProductCloudLelo
Cloud servers, VPS, dedicated servers and managed hosting.
Visit cloudlelo.com →FAQ
Questions we hear often.
Will our data be used to train AI models?
We use providers and settings that don't train on your data by default, and document data handling for your security review.
Can you integrate AI into an older application?
Yes. AI features usually sit behind a small service that your existing app calls.
What does it cost to run?
It depends on volume and model. We estimate running costs per user or per request before building.
Can we switch models later?
Yes. We build a thin layer between your app and the model so providers can be swapped.
Start a conversation
Tell us what you want to build, automate or grow.
We'll connect you with the right Optimantix team.
1A short call to understand your goals
2A recommended approach and scope
3A clear plan before any work starts
