Decision infrastructure
Turn the decision workflow
itself into software.
Inversiq automates the work between raw institutional information and a decision that is ready for human authority. AI interprets the evidence. Deterministic software computes the numbers. Governance controls what can proceed. People hold the final authority.
Raw inputs
- Investment memo.pdf
- Rent roll.xlsx
- Lease.pdf
- Market data
Interpret
- Evidence structured
- Terms extracted
- Sources linked
Compute
- Underwriting run
- Returns calculated
- Sensitivities checked
Govern
- Rules applied
- Exceptions surfaced
- Readiness checked
Human decision
- Ready for review
- Named authority
- Decision recorded
Illustrative interface. Fictional deal data.
AI interprets. Software computes. Governance controls. People decide.
The problem
Every input has a system. The decision often does not.
Documents live in data rooms. Models live in spreadsheets. Business data lives in systems of record. Judgement lives in people, meetings and email threads.
The decision itself depends on all of them. But reconstructing what evidence was used, what was assumed, what was calculated, what changed, which exception mattered and who approved it is difficult when the decision exists across systems rather than inside one governed path.
That is an architecture problem, not a discipline problem.
- Its own system
Documents
Data rooms, contracts, memos
- Its own system
Models
Spreadsheets, assumptions
- Its own system
Business data
Systems of record
- Its own system
Judgement
People, meetings, email
The decision
No governed path of its own
What decision infrastructure does
Automation carries the work. Authority stays with people.
01
AI interprets
Extracts and structures evidence from documents, language and context. Classification and extraction, not calculation.
02
Software computes
Official calculations run through deterministic code, executed as a pure function of its inputs, not composed by a language model.
03
Governance controls
Rules, validation, exceptions, workflow state and authority determine what may proceed, and what must stop.
04
People decide
Material judgement and final authority remain with named people. Automation does not have the final word.
Inversiq automates the work up to the point where human judgement or authority is required.
From raw information to a decision-ready state
Project Meridian — acquisition review, in progress.
Source material
- Investment Memorandum.pdf
- Rent Roll - Q3.xlsx
- Lease Schedule.pdf
- Market Report.pdf
Inversiq working
- Extract evidence
- Populate model
- Calculate returns
- Cross-check documents
- Apply investment rules
- Flag exceptions
Decision state
- Evidence
- 91% linked
- Validation
- 2 open findings
- Authority
- Deal Lead
Illustrative interface. Fictional deal data.
Why now
The better AI gets, the larger the control problem becomes.
More capable models can interpret more evidence and take on more of the knowledge work behind a decision. That increases how much institutional work software can carry. But model capability alone does not answer the questions that make a decision defensible.
AI capability rises
Models interpret more evidence, more reliably
More work can be automated
More of the workflow becomes software
More decision work moves into software
Not just analysis — the path itself
The governance requirement rises with it
What model capability alone does not answer
- Which evidence is authoritative?
- Which calculation is official?
- Which policy applied?
- When must the process stop?
- Who has authority?
- What record must remain?
The governance gate
The system can refuse.
A decision does not become ready because a model produced an answer. It becomes ready when evidence, computation, validation and authority all clear, and not before.
Checks
- Evidence
- Complete
- Computation
- Reconciled
- Validation
- 1 material exception
- Authority
- Not designated
Illustrative interface. Fictional deal data.
The gate refusing to open is the system working.
Where this differs
Decision infrastructure is not another assistant beside the workflow.
Decision intelligence in particular is a close neighbour, not a synonym. It analyses, models and recommends. Decision infrastructure is the governed operational path that turns a recommendation, or any other input, into an auditable, authorised action.
AI assistant
Primary object
Answer or content
Typical role
Helps a person perform work
Workflow automation
Primary object
Tasks and routing
Typical role
Moves work between steps
BI and analytics
Primary object
Data and insight
Typical role
Explains what happened
Decision intelligence
Primary object
Analysis and recommendation
Typical role
Improves or automates decision logic
Decision infrastructure
Primary object
The governed decision workflow
Typical role
Connects evidence, computation, rules, review, authority and record
In the enterprise stack
A new layer between systems of record and institutional action.
The institution keeps its systems of record. Inversiq holds the governed path to the decision.
Systems of record
Decision infrastructure
Institutional action
From assisting the work to running the governed workflow
Today, Inversiq automates and governs substantial parts of the decision workflow. Over time, it is designed to run more of that workflow itself, up to the boundary of human authority. As more of the workflow moves into governed software, the unit of value becomes the governed workflow, not the software seat.
Commercial Real Estate
Built first where decisions are complex, repeated and material.
- Large, dense document sets
- Repeated underwriting and acquisition workflows
- Internal investment rules and thresholds
- Named committees and named authority
- Financially material outcomes
Commercial Real Estate is the first proving ground. The underlying architecture is domain-neutral and is designed for other high-stakes institutional decision workflows over time.
Documents & evidence
- Investment memorandum
- Rent roll
- Lease schedule
- Market report
Underwriting
Purchase price
€24.6m
Net initial yield
6.2%
Levered IRR
14.2%
Equity multiple
1.71x
Checks
- Rent roll reconciled
- Lease break reviewed
- Financing terms validated
- Return assumptions checked
Committee readiness
- Exceptions
- None open
- Authority
- Deal Lead
- Committee
- Investment Committee
Decision state
Ready for human review
Illustrative interface. Fictional deal data.
FAQ
Category questions, answered plainly.
Decision infrastructure is the software layer that turns evidence, computation, rules, review and authority into one governed path from information to a decision. It governs how the decision gets made, not only what the data shows.
Decision intelligence analyses, models and recommends: it improves the logic behind a decision. Decision infrastructure is the governed operational path that turns a recommendation, or any other input, into an auditable, authorised action, connecting evidence, computation, rules, review, authority and record end to end.
Not by default. Inversiq connects to the documents, data sources, models and enterprise systems already in place, then governs the decision workflow across them. Components can move into the native platform where that creates clear value, but the institution keeps its systems of record.
No. AI interprets evidence and prepares the decision. Calculations with a defined right answer run through deterministic software, not a language model. Material judgement and final authority stay with a named person.
Inversiq includes an agent that coordinates the work: it prepares evidence, runs checks and routes material judgement to the person accountable for it. It has no write path of its own and does not decide. Planning and broader coordination are an expanding capability, not a current one.
A calculation with a right answer needs to be reproducible, checkable and provable: the same inputs on the same engine version must produce the same result every time. That is a property of deterministic code, not of a language model, which is why the calculation path calls no language model at all.
Yes. The underlying architecture is domain-neutral. Commercial Real Estate is the first deep vertical because it combines dense documentation, financial models, repeated workflows and high-value, named-authority approvals in one demanding decision process.
See what a governed decision workflow looks like.
Bring a representative decision. We'll show the evidence, the computation, the governance and the point where authority takes over.