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.
Engagements typically start at $35,000, quoted in writing before anything begins.
Where finance knowledge goes missing
Every deal generates a dense record: the diligence, the memoranda, the questions raised, the concerns that were resolved and the ones that were accepted. Then the deal closes, the folder is archived, and the reasoning becomes effectively unreachable outside the team that produced it.
So a diligence question that has been examined three times gets examined a fourth. A concern raised on one deal is not connected to the same pattern on another. And the portfolio-level view — what positions have we actually taken, where are we repeatedly exposed — exists only to the extent someone reconstructs it by hand.
The information is not missing. It is scattered across deal folders under names that mean nothing to anyone who was not there.
Deal teams
See what the firm found last time it looked at a comparable situation, before spending the diligence budget again.
Investment committee
Ask what positions the firm has taken on a risk across the portfolio, with the memoranda attached.
Analysts
Reach prior work without knowing which deal folder it was filed under.
Compliance
Rely on retrieval that inherits information barriers rather than working around them.
Three situations you will recognise
Not features. The specific moments in finance work where the firm pays twice for thinking it has already done.
01
Diligence surfaces a structure the firm has evaluated before.
Today
If someone remembers, the prior analysis is found. If nobody does, it is redone.
With Cogneros
Ask what the firm concluded about that structure. The relevant memoranda come back with their deals and dates, filtered to what you are entitled to see.
02
The investment committee wants a view on recurring exposure across the portfolio.
Today
An analyst spends a week reading deal files and assembling a summary that is out of date on delivery.
With Cogneros
Ask the question directly. The positions surface with their sources, and the answer can be re-run whenever it is needed.
03
A portfolio company raises an issue the firm has seen elsewhere.
Today
The connection is made only if the same person happens to have worked on both.
With Cogneros
The pattern is reachable by anyone entitled to see both, without needing to already know the link exists.
What goes in, and what comes back
Positions carry more than documents: they carry the reasoning, the positions and the language your people have already stood behind.
Positions contain
- Investment memoranda and term sheets
- Diligence files
- Market and sector research
- Compliance and policy positions
People actually ask
- What did diligence flag on a deal like this?
- Find our prior analysis of this sector.
- How have we handled this compliance question?
What changes
- Faster diligence with prior work in view
- Fewer surprises repeated across deals
- Recall of positions across a whole portfolio
What this means for finance confidentiality
The general architecture is the same everywhere. These are the parts that matter specifically here.
- Information barriers are inherited
- Retrieval is bounded by the permissions already on the material. A deal team's file does not become reachable because it was indexed, and a barrier does not become porous because search got better.
- Where reasoning happens is your policy
- Cloud, hybrid, or entirely inside your own network, set by you and able to differ by the kind of work. For material that cannot leave the building, it does not have to.
- Everything is on the record
- Access, ingestion, model changes and administrative actions are logged and reviewable, which is what makes an assertion about who saw what demonstrable rather than assumed.
Security posture, certifications and data-handling terms are put in writing during evaluation, so your counsel reviews specifics rather than a marketing summary. How privacy is architected.
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 finance firms ask
The ones that come up in nearly every evaluation in this industry, answered plainly.
How does this interact with material non-public information?
Cogneros answers only from material the person asking is already entitled to see, because it inherits the permissions on the source documents. It does not create a new access path. How MNPI is walled remains your policy and your control environment; Cogneros is built not to undermine them, and the terms go in writing during evaluation.
Can it run entirely inside our environment?
Yes. Private cloud, hybrid where defined work stays local, or entirely on an appliance in your own rack. Many organizations start in the cloud and move sensitive categories local later.
Which models does it use?
The ones you approve. Local models, approved cloud models, or a combination — configured by you, per kind of work, rather than defaulted by us. Sensitive work does not have to become someone else's training data.
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 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 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
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. Every engagement is quoted in writing before anything begins.
- Prefer email?
- hello@theravengroup.com
- Based in
- Denver, Colorado