Enterprise AI —
engineered,
not just advised.
Ascenda Consulting pairs Swiss and German enterprise delivery standards with a frontier AI engineering practice. We build production systems — and hand them over running.
By the numbers
Why most enterprise
AI projects fail
Vendors demo hallucination-prone prototypes. Strategy consultants write slide decks. Neither ships a system that holds up under real enterprise load. Ascenda does.
Enterprise Depth
Proven enterprise delivery in data warehouses, Agile transformation, and product leadership across Swiss, German, and APAC enterprises.
AI Engineering
Production RAG systems, LLM evaluation frameworks, and AI-native development tooling — shipped, monitored, and maintained in production.
Delivered by Senior Practitioners
Ascenda does not staff client projects with graduates. You work with the architects and engineers who designed the system.
What Ascenda delivers
Enterprise AI & RAG
Production-grade AI that answers from your data.
End-to-end RAG pipelines with semantic caching delivering ~70% LLM cost reduction. Architecture, LLM selection, evaluation, and production deployment.
AI-Powered Search
When your customers search like humans.
Natural language product search with AI-powered query understanding. B2B permission model enforcement built in.
LLM Quality Assurance
You can't ship AI you can't measure.
Structured evaluation frameworks, automated test suites, CI-integrated eval gates, and monthly AI performance reporting.
Document Intelligence
Turn PDFs and manuals into queryable knowledge.
Recursive crawlers, document parsing, versioned snapshots with change detection, and vector search integration.
180+ technologies.
One engineering team.
AI/LLM · Backend · Data · Cloud
DevOps · Frontend · Compliance —
production experience, not theory.
AI & LLM
Backend & Data
Frontend & Cloud
- OpenAI
- Anthropic Claude
- LangChain
- LlamaIndex
- LiteLLM
- Cohere
- HuggingFace
- DeepSeek
- LlamaParse
- Docling
- Unstructured
- DeepEval
- Promptfoo
- RAGAS
- LangSmith
- pgvector
- Pinecone
- ChromaDB
- Qdrant
- Weaviate
- GPT-4.1
- Claude Sonnet
- Gemini Pro
- Mistral
- Python
- FastAPI
- PostgreSQL
- Redis
- Typesense
- Elasticsearch
- OpenSearch
- Neon
- SQLAlchemy
- Pydantic
- dbt
- Apache Airflow
- Celery
- n8n
- Prefect
- Snowflake
- BigQuery
- Amazon Redshift
- MongoDB
- Flask
- Drizzle ORM
- Prisma
- Apache Spark
- SQLModel
- TypeScript
- React
- Next.js
- Tailwind CSS
- Vercel
- AWS
- Google Cloud Platform
- Azure
- Docker
- GitHub Actions
- Kubernetes
- Cloudflare
- Clerk
- Sentry
- Stripe
- Turborepo
- Playwright
- Vitest
- Jest
- shadcn/ui
- Radix UI
- Zod
- Bun
- Poetry
B2B Scientific E-commerce · APAC
Natural language search
for 34,000+ scientific
products.
A two-phase Typesense + GPT-4o-mini RAG pipeline for a B2B scientific supplies distributor. Phase 1 extracts semantic signals; Phase 2 applies them as intelligent boosts — preventing hallucinated category locking. Regulated product access control baked in. Delivered as a production system, not a prototype.
Client portfolio
The consulting firm
that ships the code.
Most AI consultants advise. Most enterprise consultants write strategy documents. Ascenda does neither — we design the architecture, write the implementation, deploy it, and hand over a running, documented system.
Swiss and German enterprise delivery standards. A frontier AI engineering practice built for production. Based in Hong Kong with operations in Manila and reach across APAC and Europe.
About AscendaSenior delivery only
No juniors. No account managers. Ascenda delivers at the level it sells.
European rigour
Swiss and German enterprise standards — governance, data privacy, structured methodology.
AI-first practice
Production RAG systems, LLM evaluation, and AI-native tooling — built and maintained, not advised.
From first message
to live system.
A predictable, low-friction process — no prolonged procurement cycles.
Start the processDiscovery call
A 30-minute conversation to understand your challenge, current architecture, and what success looks like. No pitch deck — just direct questions and honest answers.
Scoping & proposal
We produce a brief scoping document: problem statement, proposed approach, deliverables, timeline, and fixed or time-and-materials cost estimate. Clear and contractual.
Delivery
Senior practitioners deliver the work — architecture, implementation, testing, deployment. You have direct access to the people building the system throughout.
Handover
Every engagement ends with documentation, runbooks, and a structured knowledge transfer. You own the system and can maintain it without us if you choose.
Not sure Ascenda
is the right fit?
Send a message. We'll tell you honestly.