AGENTIC AI · FROM THE BOARDROOM TO THE CODE
Agentic AI for measurable operating leverage.
We combine agents, data, workflow and oversight into working AI systems — the kind that genuinely change how the work gets done. For funds, large organizations and ambitious mid-sized companies.
WHO WE WORK FOR
Three entry points — pick your context.
Private Equity
AI/IT due diligence and value-creation maps across the portfolio — with recommendations the board can actually read.
Enterprise
Secure, governed agentic systems for complex organizations — with governance and auditability from day one.
SMB and mid-market
Practical, highest-return automation pilots — leverage without building your own AI department.
OUR THESIS
AI creates value only once it is wired into the process.
AI does not start working because you buy a model or launch a chatbot. Value appears when the system is wired into real processes, connected to usable data, safely overseen and measured against operational outcomes. We work from the boardroom to the code — from the bottleneck and the investment decision, through architecture, all the way to deployment.
From an AI thesis to a working workflow.
AI value audit
We pinpoint where AI genuinely creates value and where it introduces risk — and organize it into an actionable map.
AI/IT due diligence
An assessment of technical risk, data maturity and automation potential before and after the investment decision.
Agentic workflow discovery sprint
In a few weeks we map one process and design the first overseen agentic flow with clear boundaries.
Enterprise agentic architecture
We design a secure architecture for agents — data classification, model routing, human-in-the-loop control and an audit trail.
RAG and knowledge systems
We build knowledge layers and RAG that turn scattered documents into usable, institutional memory.
Automation pilot to production
We map one workflow, build a small pilot, measure the effect — and harden it into production once the value is real.
WHAT WE CAN DO
Capabilities proven by real work.
- AI due-diligence and value-creation advisory for investment and operational contexts.
- A tender-analysis workflow built for manufacturers with a large catalog — the go/no-go decision down from 8h to 15min, at a cost ~90% lower.
- Sovereign AI architectures designed for on-prem deployment, with regulatory-corpus ingestion and auditable evaluation.
- Knowledge-capture and RAG systems for repeatable organizational memory.
- AI-gateway and dashboard patterns for governed agent deployment.
Many examples are anonymized due to client confidentiality.
Accelerators that prove the advisory — they do not replace it.
Aurora AI is an advisory firm backed by accelerators and repeatable patterns — we do not start from a blank page.
Agent management
Consoles for agent oversight and observability — usage visibility and control in one place.
AI gateway
A gateway pattern for model traffic — measurement, routing and governance for agentic deployments.
Proposal automation (RFP)
Tender analysis, product-card indexing and RAG matching — from the specification to a draft proposal.
Knowledge systems
Knowledge capture and RAG with metadata and confidence scoring — memory ready to be reused.
Workflows
Agents for operational work — email triage, CRM/ERP flows and product-metadata automation.
Operator-architect — three perspectives in one person.
Aurora AI is led by Adam — combining three perspectives that rarely meet in one person: due diligence in private equity, operational experience at COO level and the practice of an AI architect. That makes it possible to speak one language to investors, executives and delivery teams — and to carry a project from the boardroom to the code. Here, strategy, architecture and implementation are a single continuum, not three separate stages.
About us →AI news through an operator’s lens.
Curated editorial commentary, not an automated feed. We pick what genuinely changes leaders’ decisions — with a short summary, context for PE, enterprise and SMB, and one practical thing to do this week.
Understand agentic AI before you deploy it
A glossary of terms, decision guides and notes from practice. Materials for the people putting AI to work in a company.
LET’S START
Bring a process, a deal or a bottleneck.
Show us one workflow, one investment decision or one place that is blocking growth — we start the conversation with specifics, not slides.