01Know

Know everything.

The knowledge layer - what the firm knows, made exhaustive, structured, and remembered.

01

Knowledge bases.

Governed corpora in a hierarchy - firm, practice, engagement. Structural isolation, not permission filters.

Connected knowledge bases · whole firm
Past Engagements
8,400 documents · updated 2d ago
ABC+38
Proposals & Pitches
2,100 documents · updated 2d ago
DE+12
Financial Models
1,650 documents · updated 2d ago
FGH+9
Industry Research
3,200 documents · updated 2d ago
JK+21
Templates & Playbooks
940 documents · updated 2d ago
LMN+6
Client Deliverables
5,700 documents · updated 2d ago
PQ+44

02

Nothing missed.

Full-corpus sweeps: every relevant prior engagement surfaces, not a sample of three - cited to the page.

Knowledge base · 412,000 documents All reviewed
RetailCo_Pricing
GtN_Model
Payer_Segmentation
Price_Corridor
Launch_Playbook
DD_Checklist
Integration_Plan
Valuation_v4
LOI_Template
Ops_Review_Q3
Synergy_Model
Market_Scan_24
+ 411,988 more across every practice and office

03

An ontology of its own.

Each corpus builds its own map from its own contents - versioned, human-approved, never a template.

Ontology · Deal corpus v13 approved
CONCEPT MAP · DEAL CORPUS
Mid-market$50-500M revenue · 42 docs
Cost takeout12 levers · 88 docs
Synergy caserevenue + cost · 61 docs
Entry optionsbuild / buy / partner · 37 docs
New concept from DD_Checklist: “Deferred capex”DenyApprove → v14

04

The archive as a database.

Plain-English columns, web enrichment, natural-language queries, Excel export - provenance to the cell.

Knowledge base · 8,400 documents
DOCUMENT+ INDUSTRY
RetailCo_Pricing.pptxRetail
NorthBio_Model.xlsxPharma
Scope_Memo.docx
Market_Scan_24.pdf
Board_Deck_Final.pptxBanking
Synergy_Model.xlsx
MetroBank_Ops.pptxBanking
LOI_Template.docx
Valuation_v4.xlsxHealthcare
Comps_2023.pdf
New column×
COLUMN NAME
Industry
DESCRIBE THE FIELD
Classify each client's primary industry from the document. Use GICS sectors where possible.
Fills 8,400 docsCreate column

05

Assumptions, backtraced.

Every figure in a deliverable walks back through the model to the source it came from.

Exhibit 4 · Market model Every figure traceable
BACKTRACE · $112M
TAM 2028 · $112MExhibit 4 · cell D14 · = D12 × D13
Growth rate · 8.4%Industry_Report_2025.pdf · p.34
Base market · $84MRetailCo_CIM.pdf · p.12
Segment definitionClient data room · CIM §2.1
Click any figure in a deliverable and walk it back to the source it came from.

06

Memory that compounds.

One surface, two scopes: engagement memory that builds run over run, firm memory published by choice.

Engagement memory
SCSarah Chen Saved to memory
Found in the data room: client defines mid-market as $50–500M revenue.
INHERITED BY EVERYONE'S AGENTS
JPJames Park · Market sizingUpdated
PRPriya Rao · Competitive landscapeUpdated
DWDaniel Wu · Entry optionsUpdated
LOLena Ortiz · Exec summaryUpdated
MBMarcus Bell · Risk analysisUpdated

Next — Work

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