Every deal you have already structured.
Deal terms, precedent structures and the reasoning behind them — retrievable in the language your firm already uses.
Engagements typically start at $35,000, and scale with what you connect and where it runs.
Where commercial real estate knowledge goes missing
A commercial real estate firm's edge is the terms it has already negotiated and then lived with. The concession package that held through a downturn, the ground lease structure that survived a refinancing, the reason the committee passed on an asset three years ago. All of it exists, in closing binders and deal folders that nobody outside the team has any reason to open.
So the analyst rebuilds a comp set from scratch, and the associate drafts a letter of intent from whichever deal they personally worked on — which may or may not carry the firm's best language, and may quietly carry a concession granted for a different market. The firm negotiates the same point twice, and the second version usually starts from someone else's compromise.
Search does not fix this. Full-text search finds documents containing the word "termination"; it does not find the deal where the firm took the opposite position on a co-tenancy clause and wrote down why. And it has no idea which deal team is walled off from which.
Acquisitions
Recall what the firm paid, and agreed to, across every deal it has touched in an asset class — including the ones you did not run.
Asset management
Find the clause governing the situation in front of you now, in the actual lease, with the page it sits on.
Leasing
Start a proposal from concession structures the firm has already tested, rather than from the last one you happened to do.
Investment committee
See the positions the firm has taken in an asset class before the memo is written, not during the meeting.
Three situations you will recognise
Not features. The specific moments in commercial real estate work where the firm pays twice for thinking it has already done.
01
A tenant asks for a concession package the firm has seen before.
Today
Someone emails the leasing team. Two people half-remember a comparable deal. An analyst opens six closing folders and pulls terms into a spreadsheet by hand. The answer arrives the next day, hedged.
With Cogneros
Ask in plain language. Cogneros returns the deals where that structure appears, what the firm agreed to in each, and the document and page it came from — filtered to deals you are entitled to see.
02
An associate is drafting a letter of intent in an asset class the firm knows well.
Today
They copy the last LOI they worked on. It carries a concession granted for a different market, and nobody notices until the counterparty holds the firm to it.
With Cogneros
Ask for the firm's strongest terms in that asset class and see the actual language, with the deals it came from. The draft starts from something that has already been tested.
03
The committee asks whether the firm has taken a view on a submarket.
Today
A partial answer assembled from memory and whoever happens to be in the room.
With Cogneros
The memoranda where the firm reached a view, what it decided, and the reasoning attached — so the committee argues about the decision rather than about what the decision was.
What goes in, and what comes back
Deals carry more than documents: they carry the reasoning, the positions and the language your people have already stood behind.
Deals contain
- Leases, LOIs and purchase agreements
- Estoppels, title and survey files
- Zoning and entitlement records
- Investment committee memoranda
People actually ask
- What concession structure did we agree for this tenant type?
- Have we done a ground lease structured this way?
- What did the committee decide on this asset class, and why?
What changes
- Comparable terms found in minutes, not afternoons
- Analysts stop rebuilding the same comp set
- Memos start from the firm's own precedent
What this means for commercial real estate confidentiality
The general architecture is the same everywhere. These are the parts that matter specifically here.
- Deal teams and walls
- A firm active on both sides of a market keeps teams apart deliberately. Those entitlements travel into retrieval, so a question never becomes a way around a wall.
- Material non-public information
- Where a deal touches a public counterparty, the categories that must stay restricted are defined before indexing rather than discovered afterwards.
- Counterparty obligations
- Deal documents carry confidentiality owed to people who are not your firm. What is indexed, and who can reach it, is set against those obligations in writing.
Security posture and data-handling terms are put in writing during evaluation, so your counsel reviews specifics rather than a marketing summary. How privacy is architected, and what to ask any vendor about confidentiality.
Where it runs is your call
Some organizations want the fastest path to capability. Others cannot let certain material leave the building. Cogneros is delivered all three ways, and the choice can differ by the kind of work.
Cloud
Private tenancy, managed by Cogneros
The fastest way to start. Your corpus is indexed into an environment dedicated to your organization, with access controlled by your own directory.
Firms that want capability quickly without adding hardware.
Hybrid
Cloud reasoning, sensitive work kept local
Routine questions run in the cloud while defined categories of work stay on hardware inside your network. You set which is which, by matter, client, or role.
Organizations with a subset of genuinely sensitive material.
On-premise
An appliance in your own rack
A managed Cogneros appliance is installed in your office or data centre and runs approved models locally, with egress restricted to what your policy allows.
Work that cannot leave the building, for policy or contract.
Sensitive work does not have to become someone else’s training data. Which models may be used, by whom, and for which work is a policy you set — not a default we set for you.
Questions commercial real estate firms ask
The ones that come up in nearly every evaluation in this industry, answered plainly.
Does this work across joint ventures and separate accounts?
Yes, and the entitlement question is the interesting part rather than an afterthought. Material belonging to a venture or a separate account is scoped to the people entitled to it, mapped before anything is indexed, and then tested against questions whose answers are already known.
Our older deals are on paper, or scanned badly.
Then they are worth less than the recent ones, and still worth something. What matters is which categories you want answered first, which is decided in the first phase rather than by assuming every year of the archive is equally useful.
Can it build a comp set?
It can find and cite the deals and the terms. Deciding what is genuinely comparable is judgement, and it stays with the person who signs the memo. The change is that they start from the firm's own record instead of rebuilding it from scratch.
Will it replace our deal management system?
No. Cogneros is an intelligence layer over the repositories you already run. Nobody moves or re-files anything, and every answer points back at the document in place.
More general questions are answered on the main FAQ.
Cogneros for other businesses
The platform is the same everywhere. What changes is the vocabulary, the documents, and the questions your people already ask each other.
Cogneros for Legal
Every argument the firm has already won.
Precedent, positions and drafting language your firm has already defended — retrievable in the firm's own words.
Read moreCogneros for Accounting
The reasoning behind every position you have taken.
The reasoning behind every position your firm has taken, retrievable with the analysis attached — not just the number.
Read moreCogneros for Consulting
Stop re-solving problems you have already solved.
Methodology, proposals and prior thinking that stop walking out of the door with the people who wrote them.
Read moreCogneros for Finance & Investment
The analytical history behind every decision.
Diligence, memoranda and the positions behind them, recallable across a whole portfolio rather than one deal at a time.
Read moreCogneros for Healthcare
Guidelines, protocols, and precedent, on demand.
Policies, protocols and clinical guidance answerable in the moment, with the source document attached.
Read moreCogneros for Engineering & Manufacturing
How your people solved it the last four times.
Specifications, calculations and hard-won detail that survive the projects — and the people — that produced them.
Read moreCogneros for Insurance
The reasoning behind every risk you have written.
Underwriting positions, wordings and the reasoning behind prior decisions — retrievable in the language your people already use.
Read more
Not on the list? The platform does not care what industry you are in — only that your people have built up knowledge worth reaching. Talk to us about your business
Who would actually be running it
Cogneros is a product of The Raven Group — an independent infrastructure consultancy in Denver, Colorado, operating since 1993. The people who design your deployment are the people who keep it running afterwards.
- Operating since 1993
- 33 years running the infrastructure small and mid-sized businesses depend on, through every platform shift in that time. Still independent, still in Denver.
- Operators, not launchers
- Websites, networks, servers and Apple fleets — designed, then run, and answered for long after the install. Private AI is the newest material, handled the same way.
- Already in these rooms
- TRG's clients are professional-services firms, law and compliance teams, healthcare providers and family offices — the same rooms Cogneros is built for.
Why there are no client logos here
We do not publish client names or case studies. The firms we work for did not engage us in order to become a reference — and how a vendor treats somebody else’s confidentiality is the most honest evidence you have of how it will treat yours.
The whole record is on The Raven Group’s own site, including the work that has nothing to do with AI.
Your business has already built the knowledge.
Cogneros makes it available to the people who need it — under your permissions, traced to your own documents.
What an engagement costs
Engagements typically start at $35,000.
Scope follows the repositories you connect and where the system runs — cloud, hybrid, and on-premise are priced differently.
- Prefer email?
- hello@theravengroup.com
- Prefer to talk?
- +1 303-351-1691
- Based in
- Denver, Colorado