We BuildRAG Systems
LLMs grounded in your documents, with citations — not guesses. Grounded in your data, measured for accuracy, priced to run daily.
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What We Automate
From first chatbot to autonomous agents — AI that earns its place in your workflow.
AI Chatbots
Support bots that answer, not deflect.
AI Agents
Autonomous workflows that get real work done.
AI Voice Bots
Natural voice interfaces for calls and support.
RAG Systems
LLMs grounded in your data, not guesses.
AI Search
Semantic search that understands intent.
Computer Vision
Models that read images, video and documents.
Model Integration
OpenAI, Gemini and Claude wired into your stack.
LangChain & LangGraph
Stateful, multi-step agent pipelines in Python or Node.
AI-Assisted Development
Codex and Claude Code, used to ship faster without cutting corners.
Workflow Automation
Manual processes turned into pipelines.
OCR & Document AI
Paperwork that parses, extracts and files itself.
AI Consulting & Ops
Strategy, monitoring and cost control.
AI Maintenance & Support
Prompts, evals and costs — kept healthy after launch.
Selected Work
Your website has 0.00 seconds to make an impression.
— counting...
On screen, design is the first thing a customer meets — and the verdict lands before a single word is read. These are the projects where that fraction of a second went our clients’ way.
- 0.05sfor users to form a first impression of your site
- 75%judge your credibility by design alone
- 88%won't come back after one bad experience
AI problems we actually fix
Say goodbye to AI that only works in the demo — every problem below is one we solve every build.
Chatbot answers, but wrong ones?
The bot responds fast and sounds confident — while quoting a policy that changed six months ago, or a product you don't sell.
Ground. Cite. Verify.
We ground every answer in your actual documents with citations, route uncertain cases to a human, and measure hallucination rates before launch — not after a screenshot goes around.
Demo impressive, production stalls?
The proof of concept wowed the room. Six months later it's still not live — token costs, latency, or nobody trusts it with real customers yet.
Evaluate. Optimize. Ship.
We treat evals and cost control as engineering, not afterthoughts — caching, model routing and monitoring so the thing that impressed the room actually reaches your users.
Data everywhere, insight nowhere?
PDFs, spreadsheets, tickets, emails — the answers are buried in there somewhere, but nobody has time to go looking every time a question comes up.
Ingest. Index. Retrieve.
We turn your scattered documents into a searchable, cited knowledge base your team — or your customers — can actually query in plain language.
Everything You’reAbout to Ask
The straight answers to what clients actually ask before signing off on a project — no vague agency-speak.
Both exist. We start with the process, not the model — if a workflow eats hours of repeated human judgment on text, documents or support, AI probably pays for itself. If not, we'll say so before you spend anything.
Work With Us
Let’s create
with purpose
Share your goals, timeline, and challenges — we’ll respond with clarity and next steps.
Ambitious ideas deserve thoughtful execution. Start the conversation and let’s define what success looks like.
Team
Acetrum
Est. 2015
4.9/5
Trusted by
top brands
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Signals worth
paying attention
No recycled headlines — just the patterns we’re seeing across real client work, distilled into one read a month.
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