Intelligence

AI&AIAgents

We build AI that is operational: retrieval, tools, memory, evaluation and human oversight — not a chatbot bolted onto a homepage. Agent23-grade systems for companies that need intelligence in the workflow.

Abstract visualization of artificial intelligence networks

Overview

Agents are software. We put tools, retrieval, evaluation and human approval around the model so the system can be traced, rolled back, and trusted with real work.

Who it is for

Operations leaders drowning in tickets
Knowledge-heavy enterprises
Products that need a copilot, not a gimmick

Problems we solve

Demos that cannot survive messy enterprise data
Hallucination risk with no evaluation or guardrails
Voice and agent ideas with no production architecture

What we deliver

Agent runtime and tool gateway
RAG with ACL-aware retrieval
Eval harnesses and tracing
Chat and voice surfaces

Features

RAG, tool use, multi-agent orchestration
Voice agents and multimodal interfaces
Evaluation harnesses, tracing and human-in-the-loop
Secure data boundaries and auditability

In the work

Technology stack

OpenAIPythonLangGraphRAGVector DBsVoice AI

How we deliver

01
Discover
02
Strategy
03
Design
04
Build

Related projects

Care Circle Civic OS

Benefits

→ Measurable time saved, not novelty
→ Systems you can monitor, improve and trust
→ A path from prototype to production without a rewrite

FAQ

Will you use our private data?+

Only inside the boundary you define — with retrieval, redaction and logging designed in.

What if the model landscape changes?+

We isolate providers behind interfaces so you can swap models without swapping the product.

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