Regulatory-grade AI for enterprise files

Find what you need.
Then do something with it.

Octosight helps teams find files across the enterprise and use AI to do something with what they find. Built for companies with millions of files spread across many systems, where AI alone is not enough. We index every word first, so the model only ever sees curated, relevant content.

The bottleneck

Models are not the bottleneck. Data is.

The systems that store enterprise data were not designed for how data needs to be used today. You search with CTRL+F until you finally find the file. Great. Now what? How do you actually use it to deliver the work?

That is the gap Octosight closes.

01The right data.
02To the right model.
03At the right time.

Find what matters in everything. Then act with confidence.

Today

The Ctrl+F treadmill.

  1. 01
    Find.

    Hit Ctrl+F in laptop, Outlook, SharePoint, Drive, Slack, Box. Retype every search.

  2. 02
    Stage.

    Drag copies of the good ones into a folder. Upload to ChatGPT or Claude. A second copy of regulated content now lives outside its governance perimeter.

  3. 03
    Re-do.

    Files change. Output references files you cannot easily find again. Possible at ten files. Not possible at ten thousand.

With Octosight

Actionable Discovery.

  1. 01
    Ask once.

    A natural-language question becomes a forensic search across keyword, topic, and pattern. Runs across every connected source.

  2. 02
    Curate.

    Ranked, deduplicated results with provenance. Tag what is in scope.

  3. 03
    Analyze in place.

    Non-AI retrieval and AI analysis, paired in one platform. The model only sees the curated set, which is how AI works at its best. Nothing moves. Nothing leaves governance.

  4. 04
    Act with the source attached.

    Every claim knows its file. Move, consolidate, delete, escalate under audit.

The shared engine

AI without context is guessing. Our forensic index makes it grounded. Our actions make it useful.

One platform

From the search bar to the audit trail.

Find anything. Across every file.

From one screen, find the files you know you have. Use what’s inside to deliver higher quality work, faster. CTRL+F is not welcome.

AI Spotlight

Unlocks forensic-grade precision with natural language search. Finds patterns and flags discrepancies.

Structured work, start to finish.

Deals, investigations, regulatory response, and audit work with timelines, budgets, and a right answer. Mistakes here aren’t just annoying. They’re reportable.

AI Spotlight

Identifies sensitive personal, health, and payment data. Completes reports like diligence questionnaires and risk assessments.

Preserve, separate, or delete.

Targeted remediation when consistent action has to land on matching content across the enterprise. Like getting the right files to the buyer and seller in an M&A deal. Immutable audit trail of every action, ready when regulators and counterparties ask.

AI Spotlight

Trains machine learning faster by watching what tags are applied to what files. Confirms and corrects remediation patterns in near real-time across hundreds of millions of files.

How models read files

Adding files to an AI model is like pouring coffee into a cup.

The cup is what the model can hold at one time. There are three ways to pour.

Web-based chat
A french press tipped over, coffee overflowing a mug and pooling on the surface.

Pour the whole pot.

You hand the model every file at once. The cup holds what fits.

RAG and enterprise search
A french press pouring a single thin stream into one cup.

Pour once. Before the question.

File content gets chopped into chunks at upload, or fetched by a search that hands off to a model. Either way, the model sees pieces. The link to the source fades.

Octosight
A french press with solid arrows pouring into three filled cups and a dashed arrow to a fourth cup outlined in dashes.

A fresh cup of higher quality for every question.

Every word of every file indexed first, with no tokens spent. Each question pulls the right content. Every result ties back to the source file. Defensible. Repeatable.

RAG and custom AI apps

Pre-chunk at upload. The model sees pieces. No link back to the source. No governance perimeter.

Enterprise search

Finds the file. Then hands it off to a model that has no idea where it came from. The chain of custody breaks the moment work begins.

Octosight

Index every word first, with no tokens spent. Curate before any model runs. The source stays attached, from search to action.

The work behind the platform

Ten years on this work, together. Same team, across prior firms, with decades of combined career experience behind it.

Now built once. The data layer between every file and every model. One platform across the workflow. Better with every model release.

Today’s AI makes more possible than ever. Standing up a single function is now within reach for many teams. Stringing many functions together into work that holds up across an enterprise – defensible, repeatable, and ready when regulators or counterparties ask – is the harder problem. That is the problem we built infrastructure to solve, so each team does not have to.

2B+
Files processed across deal, legal, and regulatory programs
10 yrs
The same team, refining the work project by project across prior firms
32
Countries where the approach has been deployed
1
One platform. One search. One audit trail. Across every workflow.

In production today. Proven on deals diligence. Tax restructuring. Trial discovery.

Now boarding

AI for

Run it on your data.

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