Operational Intelligence Infrastructure
Own the Logic That Runs Your Business
MCOS is operational intelligence infrastructure for source-grounded analysis, governed workflows, and client-owned business logic.
Inputs
MCOS Control Plane
Document Intelligence
Extract · Classify · Link
Evidence Paths
Source-grounded links
Protocol Engine
Apply business logic
Approval & Controls
Checks · Roles · Policies
Knowledge Graph
Decision Outputs
Economic Integrity Observatory
Measured attempt-level economics of production LLM pipelines — dated readings, published ledgers.
Economic Integrity in AI: The Hidden Cost Behind the Answer
The plain-language guide to the research — read online or download the PDF.
Owned Logic
Your protocols, your rules, your competitive edge.
Audit Ready
Every step is traceable, verifiable, and exportable.
Deterministic Core
The evidence layer runs the same extraction logic every run.
Customer Owned
You own your data, logic, and outcomes.
What The Management Consulting Operating System (MCOS) Does
Ten protocols across three groups — the same grouping as the product menu — running on one process, every time.
Analysis
AI Discovery
Turn conversations into a funded roadmap of prioritized initiatives.
Sales Intel
Turn calls and meetings into evidence and decision-ready records.
Key Person Audit
Map dependency concentration and its impact on valuation.
M&A Diligence
Assess deal risk, synergies, and conditions of close before you sign.
Builder Tools
Governance
Sentinel
Route action requests through policy checks and controls, wherever the agent runs — a 45-tool MCP server other systems govern through, deployed dual-cloud on AWS Bedrock AgentCore and GCP Cloud Run, reachable by agents on Google Vertex AI Agent Engine.
Defensible Output
Every output traces to source evidence — every model call captured as an immutable, hash-verified record, regardless of which vendor answered it.
How It Works
Capture Inputs
Ingest data from multiple sources and systems — documents, calls, contracts, and data feeds, timestamped at intake.
Extract Evidence
Identify and link source-grounded evidence, entities, and quotes back to where they came from.
Apply Protocol Logic
Run client-owned business logic with policy checks — nothing calculated without a rule behind it.
Produce Governed Outputs
Deliver traceable outputs with approvals, audit trails, and a full record of what fed the result.
The Trust Mechanism
Every Report Carries Two Signatures
The consultant writes the opinion. The accountant signs the facts. Before any report leaves the system, the consultant's numbers are reconciled against the accountant's ledger — and the verdict travels with the report.
The Accountant
Signs the facts
Reads only what was literally said.
- Every dollar anchored to the exact words in the transcript
- Identical output on every run — the deterministic core above
- The four protocols above are its work, reproducible to the digit
The Consultant
Signs the opinion
Connects what those facts mean.
- Links the pain point in minute 5 to the budget remark in minute 40
- Ranks by what blocks the deal, not just by dollar size
- Finds the opportunity no pattern library was written for
The Countersignature — On Every Run
Both directions, every time: money the consultant under-reported and money that appears nowhere in the transcript. The honest promise of a reasoning system is not “every run is exact.” It is “every run tells you whether it is exact, and in which direction it is not.”
It doesn’t stop at two — the whole firm is code you own
The Accountant
Deterministic extraction
Deterministic extraction — The facts. Same answer every run.
The Consultant
The reasoning engine
The reasoning engine — The opinion — synthesis, priorities, judgment.
The Audit Committee
Adversarial validation layer
Adversarial validation layer — Independent models argue the disputed claims.
The Partner Review
Figure-level adjudication
Figure-level adjudication — Disputed dollars re-judged against the source quotes.
The Compliance Officer
Sentinel governance
Sentinel governance — Enforces the rules after the advice ships.
A firm bills you every year, forever. This one compiles. The roles above are the protocols and gates running behind the products above — not a roadmap.
Operational Intelligence Infrastructure
Inputs
- Documents
- Communications
- Systems
- Contracts
- Data Feeds
Knowledge Layer
- Document Intelligence
- Entity Resolution
- Knowledge Graph
- Evidence Store
Protocol Engine
- Business Logic
- Workflows
- Policy Checks
- Calculations
Governance Layer
- Roles & Permissions
- Approvals
- Audit Trails
- Controls
Outputs
- Reports
- Decisions
- Records
- Exports
Why Teams Use It
Source-grounded financial extraction
Capture and structure financials with citation-level traceability.
Executable governance controls
Embed policies and controls into every workflow.
Institutional memory you own
Build a living knowledge base that compounds over time.
Repeatable AI workflows
Standardize, version, and scale governed workflows.
Owned by Client
Your data. Your logic. Your advantage.
Traceable
End-to-end lineage for every output.
Swappable Models
Multiple leading models. No vendor lock-in.
Approval-Aware
Human-in-the-loop where it matters.
Build governed intelligence, not AI theater.
MCOS gives your team the infrastructure to turn data into trusted decisions at scale.