AI product engineering

AI & Agentic AI Engineering

Ship intelligent products — not demos that never leave the lab.

We embed LLMs, autonomous agents and predictive intelligence into real products your customers use every day. From copilots and RAG-powered assistants to multi-step agentic workflows, we design AI systems that are accurate, observable and safe to run in production.

10+
AI features shipped
24/7
Autonomous workflows
100%
Observability built in
Our AI & Agentic AI services

What we deliver.

A complete ai & agentic ai capability — from strategy to launch and beyond.

01

AI Copilots & Assistants

n-product copilots that understand your data and take action — grounded on your knowledge base with retrieval, tools and guardrails.

02

Agentic Workflows

Autonomous, multi-step agents that plan, call tools and complete tasks end to end, with human-in-the-loop checkpoints where it matters.

03

RAG & Knowledge Systems

Retrieval-augmented generation over your documents, tickets and databases so answers are accurate, cited and always up to date.

04

Intelligent Automation

Replace manual, repetitive workflows with AI pipelines that classify, extract, summarize and route — wired straight into your stack.

05

Predictive & Data Products

Forecasting, scoring and recommendation engines that turn your data into decisions and revenue.

06

LLM Ops & Evaluation

Prompt management, evals, tracing, cost controls and safety filters so your AI stays reliable as it scales.

How we work

A proven process

A clear, collaborative path from idea to impact — with no surprises.

1

Discovery

We map the workflow, data and the ROI case for AI.

2

Data & Retrieval

We structure, index and secure your knowledge sources

3

Prototype

A working proof-of-value in days, measured against real evals.

4

Engineering

We productionize with guardrails, tools and observability.

5

Evaluate

Accuracy, safety and cost tested against a golden dataset.

6

Scale & Improve

Continuous tuning as usage and data grow.

Tools & technology

Built with the right stack.

Modern, battle-tested tools chosen for performance, reliability and longevity.

OpenAIAnthropicGeminiLangChainLlamaIndexVector DBsPythonTypeScriptSupabaseVercel AI SDK
The Empedance advantage

Outcomes that matter.

5x

Faster manual workflows

Days

To first working prototype

0

Vendor lock-in

100%

Traced & evaluated outputs

FAQ

Questions, answered.

Can you add AI to our existing product?

Yes. We can integrate AI into your existing web or mobile product without rebuilding it from scratch. We add copilots, RAG, agents, intelligent automation, or predictive features directly into your current stack.

How do you keep AI outputs accurate and safe?

We use techniques such as retrieval-augmented generation, structured outputs, tool restrictions, evaluation datasets, confidence checks, and human-in-the-loop workflows. We also continuously monitor AI behavior in production.

Which AI models do you use?

We work with leading models from providers such as OpenAI, Anthropic, and Google Gemini. We choose the model based on accuracy, latency, cost, context requirements, and your product's specific needs rather than locking you into one provider.

Can you build AI agents that take actions, not just generate text?

Yes. We build agentic workflows that can reason through multi-step tasks, call APIs and tools, retrieve information, update systems, and complete actions. Human approval checkpoints can be added wherever additional control is required.

Can our private company data be used with AI?

Yes. We can build secure AI systems around your documents, databases, tickets, and internal knowledge without requiring you to expose sensitive data publicly. Access controls, retrieval permissions, and data isolation are designed into the architecture.

How do you measure whether an AI system is actually working?

We define measurable evaluation criteria before scaling. AI responses can be tested against representative datasets for accuracy, relevance, safety, latency, and cost, with tracing and monitoring used to identify issues in production.

How quickly can we get an AI prototype?

For well-defined use cases, we can usually build a working proof of value within days. We start with a focused workflow, validate it against real examples, and then productionize it once the expected business value is clear.

Explore more

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