The Private Context Layer for Enterprise AI

Your AI should understand your business.Octagon connects your documents, spreadsheets, and systems into a private context layer, so your AI knows what the information means, how it fits together, and where it came from.

Book a Demo See how it works →

Built to run in your environment, with the models and access controls you approve.

Database PDF Excel API Context Lake governed · sourced · yours AI Agents Analytics AI Applications
10x
faster first-pass diligence
100%
of answers traced to source
80%
less time drafting monthly reports & memos
2 weeks
to your first governed answer
An example

A number is only useful when
you know what's behind it.

Which asset? As of when? According to whom? Octagon connects the value to the business behind it, and to the evidence that supports it.

Without context
$42M
With Octagon
$42M is the June 2026 valuation of 1 Market Street
Entity1 Market Street · Asset #8421
Owned byGrowth Fund III
BasisJLL Valuation, June 2026
Change▲ 8% from December
Source attached · JLL_Valuation_Jun2026.pdf · p.14, Table 3
Illustrative example. Not a customer result.
Why it matters

Your business is connected.
Your information should be too.

The contract says what was agreed. The spreadsheet holds the forecast. The operating system records what happened. Your team knows how the pieces fit, but that knowledge rarely travels with the data.

Octagon brings those connections together around your projects, assets, funds, and counterparties. Your teams keep working in the tools they know. Your AI gets a shared understanding of the business.

How it works

From scattered files to
a clearer picture.

Octagon turns the information you already have into context your AI and your analysts can use.

DATA SOURCES SharePoint APIs / Vendors Files(csv, docx, xlsx, pdf, and more) Databases OCTAGON · runs in your environment 1Connectself-healing ingestion of files, apps, databases, and feeds 2Compileparse and resolve into entities, facts, and evidence 3Modelyour business concepts, metrics, and definitions 4Planassemble the exact context each question needs 5Servea permission-safe context pack, with provenance Deploys on AWS · GCP · Azure · on-prem DATA LAKE Context Layer meaning · rules · policy every fact sourced GoldGoverned context SilverCleansed BronzeRaw PRIVATE AI AI Agents Analytics Investment · Research · Risk Reporting

Client-approved connections only · runs in your environment · every fact traceable to its source.

01

Understand the source

Read the documents and spreadsheets your business runs on. Capture what matters, check what holds up, and flag what needs a closer look.

$42M → Q2 valuation of 1 Market Street
02

Connect the business

Recognize the same project, asset, or counterparty across different files. Connect the records and follow how they change over time.

Identify
1 Market Stlease.pdf
One Market StreetQ2_model.xlsx
Asset #8421CRM
1 Market Street3 sources merged
Connect
Tenant→Lease→Asset→Fund→Investor
Track
Today6 months agoWhat changed
03

Keep the evidence

Follow a fact back to its source. See which document, page, or cell supports it, and where your team needs to resolve a difference.

document · page · cell · verbatim quote
Use cases

Ask the questions that cross
files, teams, and systems.

Start with one workflow. Build context your next workflow can use too.

Investment & asset management

Bring valuations, fund records, forecasts, and reports into the same picture. Trace a number, compare periods, and see what changed across the portfolio.

Example questions
Where are we exposed to this counterparty across our funds?
What changed between the last valuation and this one?

Banking & financial services

Bring the evidence together for diligence, risk review, and reporting. Give analysts a clearer starting point and a direct path back to the source.

Example questions
Which agreements contain the terms we need to review?
What evidence supports this finding?

Construction & development

Connect the bid, the contract, and the delivery record. See where plans changed and investigate what those changes meant for cost and risk.

Example questions
How does the awarded procurement package compare with the original plan?
Which changes explain the gap between budget and forecast?
Security & deployment

Your data. Your environment.
Your rules.

Keep control of where your data is processed, which models can use it, and who can see the results.

Deployment that fits your requirements

Run Octagon in your VPC or on-premises.

Models you approve

Set which models can process each source, including where local-only processing is required.

Access that follows the information

Carry source permissions through to the context your applications receive.

A record you can inspect

Trace how information was processed, reviewed, and used.

VPC or on-premApproved models per sourceSource permissions carried throughFull audit trail
One context layer

Build the context once.
Every agent builds on it.

The next report, assistant, or workflow should start with what your business already knows.
Octagon gives them a shared foundation.

Investment
Risk
Project Delivery
Finance
Reporting
Compliance
Octagon context layershared · governed · sourced

Bring us a question your team keeps working around.

A number that takes too long to reconcile. A risk buried across documents. A report that starts with another spreadsheet chase.

Let's look at the workflow and what Octagon could make easier.

Book a Demo

Start with one workflow, a clear scope, and results your team can check.