Laava LogoLaava

AI that integrates. Systems that scale.

We design and implement AI systems that plug into your stack, respect your data, and scale with your business.

AI Integration

What we do

Laava is an AI consultancy for companies with real systems. We integrate AI where it matters—across your applications, data, and processes—so you get reliable automation, better decisions, and measurable lift. Not brittle demo workflows. Not throwaway POCs. Production-grade AI, end-to-end.

Core services

AI Integration & Orchestration

Embed LLMs and agents into your existing tools and APIs (ERP/CRM/ITSM/warehouse systems). • Event-driven flows, not cron spaghetti • Idempotent, testable components • Versioned prompts and policies

Data & Metadata Architecture

Make your data findable, trustworthy, and governed so AI can use it safely. • Schemas, lineage, and entity modeling • ETL/ELT pipelines with validation and contracts • Access controls, redaction, and PII handling

Retrieval-Augmented Generation (RAG) & Knowledge Search

Connect knowledge across docs, tickets, code, and databases. • Fit-for-purpose chunking & embeddings • Hybrid retrieval (semantic + keyword + metadata filters) • Cited, auditable answers with confidence signals

AI Agents for Operations

Task-specific agents that coordinate with your systems, not just chat. • Scoped responsibilities, explicit tools, safe guards • Human approval steps where required • Full telemetry for actions and outcomes

Cloud & MLOps for AI Workloads

Infrastructure that keeps latency low, costs sane, and security tight. • Containerized services, autoscaling, secrets, and key management • Prompt/config registries, feature stores, model gateways • Observability: traces, metrics, red-teaming, drift detection

Selected work

Operations Copilot for a Technical Distributor

RAG + agents integrated with ERP and ticketing.

→ 32% faster case resolution, 18% fewer hand-offs, full audit trails.

Sales & Supply Coordination for a Scale-Up

Event-driven orchestration between CRM, inventory, and email.

→ Reduced out-of-stock emails by 40%, improved forecast accuracy.

Knowledge Search for a Support Organization

Hybrid retrieval across Confluence, tickets, and product docs.

→ First-contact resolution up, average handle time down.

FAQ

Ready to integrate AI into your operations?

Let's map your systems and identify the highest-ROI flows.

We'll review your architecture, data, and constraints, then propose a focused pilot with timeline and budget.