Forward-deployed AI implementation

We design, integrate, and manage secure enterprise AI systems directly on your infrastructure.

Enterprise AI
In Production

Book a discovery session See how we work

Proof · who we serveAll work

Built for your industry.

Outcomes, in their words. Real systems inside real operations, named where we can name them.

See how Team Nebula took audit review to production.

Read the State Audit Oversight Agency case study

700+annual audits<2%false negative target

“Sitting in and listening to the auditors directly gave us the client's actual north star, not our interpretation of it.”

Governmentstate audit office client anonymized for security

Your data layer

We meet your systems where they already live, from ERPs to cloud warehouses, and specialize in the AI platform you build on, Amazon Bedrock, Azure, Vertex, and Oracle.

Salesforce

CRM

SAP

ERP

Snowflake

Warehouse

Amazon S3

Storage

BigQuery

Analytics

PostgreSQL

Database

NetSuite

ERP

Workday

SharePoint

Documents

Kafka

Streaming

Slack

Messages

Jira

Tickets

Amazon Bedrock

AWS AI

Azure OpenAI

Azure AI

Vertex AI

Google AI

Oracle

Oracle AI

The stack/Layer 01 of 05

We embed with your team

Forward-deployed

Our engineers deploy into your building to build, integrate, and run your AI. You get the outcome, not a hand-off.

The team you'd work with

Shawn ReddyCEOStrategy & partnerships
Abraham NoyaCOODelivery & client operations
Ian KikuCTOArchitecture, systems & RAG
Ibrahim ZiaDirectorML engineering, tuning & evals

You get the systems. We run them.

Meet the team

Delivery stack

How we build & run enterprise AI

01ExpertsForward-deployed

We embed with your team

Our engineers deploy into your building to build, integrate, and run your AI. You get the outcome, not a hand-off.

The team you'd work with

Shawn ReddyCEOStrategy & partnerships
Abraham NoyaCOODelivery & client operations
Ian KikuCTOArchitecture, systems & RAG
Ibrahim ZiaDirectorML engineering, tuning & evals

You get the systems. We run them.

Meet the team

02AuditDiscovery

We map before we build

Before a line of code, we sit with your domain experts and map your systems, data, and controls, so nothing breaks in production.

How we start

Audited

your system endpoints, databases, and permissions

Modelled

model routing and security guardrails

Mapped

data pipelines against leakage and latency

Mapped before built. Nothing breaks in prod.

See how we work

03DataThe data layer

We make your data the moat

Mainframes, ERPs, databases, and documents, unified into one secure retrieval layer. No rip-and-replace.

In this layer

Mainframes, ERPs, databases, and cloud storage
Real-time sync and pipeline management
Zero rip-and-replace of your systems
Secure semantic retrieval on your data

Sources

mainframe.db

erp_export.csv

scan_0142.pdf

ledger.xlsx

unified

Your data, unified and ready. No rip-and-replace.

See how we work

04BuildsIn your VPC

We build the agents

Custom RAG and agentic systems, the right model for each task, running inside your own private cloud.

In this layer

Custom enterprise RAG systems
Agentic orchestration with strict guardrails
Proprietary and open-source models
Hosted in your secure cloud

Retrieval

“How many units shipped in Q3?”

12,480 units, with 3 cited sources.

Secure agentic systems, inside your VPC.

See how we work

05OpsManaged ops

We run it, live in 90 days

Evaluation, optimization, scaling, and security, managed 24/7 by our team, inside your environment.

Enforced, inside your boundary

BoundaryDeployed inside your environment, run to your controls
EgressYour data never leaves your VPC
TrainingNever used to train a model

HIPAASOC 2 Type IIISO 27001GDPRNIST AI RMFFedRAMP

Live in about 90 days. Run 24/7 by us.

How we handle security

TrustSecurity posture

We build inside your walls, under your controls.

Forward-deployed means we work in your environment, on your data, inside your governance. We have taken AI systems to production in regulated and public-sector settings, human verification in the loop.

Built to align with and operate within

In your VPCNIST 800-53SOC 2ISO 27001HIPAAFedRAMP-readyHuman-in-the-loop

In-environment

We deploy inside your cloud and controls. Nothing leaves your boundary.

Least privilege

Role-based access, scoped to the engagement.

Audit trails

Every consequential action is logged and reviewable.

Data residency

Your data stays where your policy requires it to.

Human sign-off

A person approves before anything ships to production.