Nebry designs and runs production AI for your business — built around your data, your processes, and your team. Not picked off a shelf. Own your intelligence stack.
The Reality
AI tools multiply every week. Most businesses are drowning in options without a clear path to real results.
Which model? Which tool? Which provider? The landscape shifts before you can decide.
Tools without direction create technical debt, not competitive advantage.
What actually works? What's hype? Most AI investments never reach ROI.
Under the Hood
Every call you make travels a pipeline we built and operate end to end.
OpenAI-compatible endpoints. Drop-in for your existing stack.
Hermes routing, retries, load balancing across the cluster.
Open-weight models — Qwen 27B — tuned for your workload.
Our own GPU fleet. No shared compute, no third-party ceiling.
The Difference
From silicon to service, every layer is in our control. That means performance, reliability, and independence.
Dedicated GPUs, not shared commodity compute. Your workloads run on hardware we control, optimized for inference at scale.
Qwen, running on our cluster. No vendor lock-in, no black-box API limits. Models you can inspect, tune, and trust.
Every capability is engineered from the ground up. We don't wrap other APIs — we build the intelligence layer ourselves.
What We Build
Seven bespoke capabilities we design, build, and run for each business. Select one to see exactly what it does, who it's for, and how it ships.
A teammate that never sleeps.
An autonomous AI worker you deploy alongside your team. It doesn't just answer questions — it takes a task, plans the steps, uses the right tools, executes, and reports back. Think of it as a hire that's available around the clock, stays consistent, and scales without a single line of onboarding.
Operations, back-office, and customer-facing teams drowning in repetitive, rule-based work — anyone who can describe a process they want handled without a human in the loop.
Hermes orchestration driving Qwen 27B on our own GPU cluster — with retries, context, and tool use built in.
From chaos to structured.
We turn unstructured sources — PDFs, invoices, emails, reports, spreadsheets — into clean, typed, structured data that drops straight into your database or CRM. No brittle regex. No hand-maintained templates. Just reliable records.
Finance, logistics, procurement, and any team whose work still lives in documents and spreadsheets that someone has to read and re-type by hand.
A vision + LLM extraction pipeline, tuned per document type and running on our own GPUs.
Document intelligence at scale.
Production-grade OCR that goes beyond raw text. We read text, tables, layout, stamps, and handwriting from any document or image, returning precise, positioned, structured output you can actually trust for downstream systems.
Teams that scan thousands of documents a day — insurance, banking, legal, government, and logistics — where a misread field becomes a real cost.
Our own document-intelligence models — not a resold commodity OCR API wrapped in a logo.
Conversations that know your business.
A context-aware conversational AI you can put in front of your customers, your agents, or your own team. Grounded in your knowledge base, on-brand in tone, and able to take real actions — not just talk.
Support, sales, and internal knowledge teams in any industry who want consistent, on-message answers at any hour across every channel.
Retrieval + Qwen 27B on our cluster, with streaming responses and an OpenAI-compatible API.
A senior engineer on tap.
A programmatic code API for generation, refactoring, review, and testing — built to slot directly into your CI/CD and IDE tooling. Consistent, explainable, deterministic output through a clean API contract.
Engineering and platform teams that want AI inside the pipeline, not in a separate chat window — and want the output to be machine-consumable.
Fine-tuned open-weight models, load-balanced across our GPU fleet with no third-party ceiling.
Your knowledge, finally findable.
One place for everything your organisation knows — employee handbooks, user guides, SOPs, training material, manuals — and a natural-language search that finds the exact answer in seconds. It replaces the shared drive and thousands of loose files with a single, searchable, always current source of truth.
Any company where the answer already exists somewhere in a document — ops, HR, support, compliance, and leadership teams tired of "it's on the share somewhere."
Hybrid retrieval (keyword + semantic) over your documents on our own cluster — answers are grounded in your files, never invented.
The orchestration layer — running now.
Our autonomous agent framework that coordinates tasks, tools, and workflows. It's the engine underneath everything above — and it's already running publicly at hermes.nebry.ai. This is what happens when an AI agent is handed real tools and a goal.
Builders who want to orchestrate multi-step, tool-using AI agents themselves — rather than buy a single fixed-purpose bot.
The same orchestration layer that runs our own internal operations, exposed as a service.
Infrastructure
The numbers behind the intelligence.
Our autonomous agent orchestration layer is already running at hermes.nebry.ai. It powers our internal operations and is available for public use — a glimpse into what's possible when AI agents work with real tools.
Let's talk about your challenges and how Nebry's infrastructure can become your competitive edge.
Contact
No sales funnel, no autoresponders. Your message goes straight to us — and we reply within one business day.
Prefer email?
hello@nebry.aiRegistered office
7 Temasek Boulevard, #12-07