OloLand DD

ololand-dd-calibrate-vs-history

Use when the user asks to run the OloLand ololand-dd-calibrate-vs-history workflow. Apply your firm's historical projection accuracy to recalibrate the current deal's revenue, EBITDA, and risk projections. Surfaces systematic biases (e.g. "your firm consistently overestimates revenue growth by 15% in deals like this").

ololand-dd-company-discovery

Use when the user asks to run the OloLand ololand-dd-company-discovery workflow. Search OloLand's company-discovery surface using structured or natural-language criteria, then hand promising targets into watchlists or deals.

ololand-dd-compliance-analysis

Use when the user asks to run the OloLand ololand-dd-compliance-analysis workflow. Run deal-scoped compliance analysis for OFAC screening, HSR threshold review, and CFIUS risk. Uses OloLand's context-aware compliance workbench.

ololand-dd-dd-analyze

Use when the user asks to run the OloLand ololand-dd-dd-analyze workflow. Run the deal's bounded due-diligence extraction pipeline — financial snapshot, five-dimension risk extraction, and target-only commercial findings. Valuation, forensic QoE, conflict detection, war-game, and memo generation are separate explicit actions.

ololand-dd-dd-merger-analyze

Use when the user asks to run the OloLand ololand-dd-dd-merger-analyze workflow. Run a third-party merger analysis on an announced or rumored acquisition. Use when the user is not a principal in the deal (banker, equity analyst, merger-arb, antitrust counsel, target board, journalist). Runs on Developer as part of the bounded single-deal trial.

ololand-dd-dd-merger-readiness

Use when the user asks to run the OloLand ololand-dd-dd-merger-readiness workflow. Check per-side data readiness (target / acquirer / combined) for a merger-analysis deal. Zero-credit read.

ololand-dd-dd-merger-rerun-math

Use when the user asks to run the OloLand ololand-dd-dd-merger-rerun-math workflow. Re-run one or all four merger engines on an existing merger-analysis deal with optional input overrides. Useful for sensitivity analysis (e.g., halved synergies).

ololand-dd-deal-canvas

Use when the user asks to run the OloLand ololand-dd-deal-canvas workflow. Create or update charts, KPI rows, tables, and infographics on the deal canvas — every value bound to an engine or a citation, never invented.

ololand-dd-deal-health

Use when the user asks to run the OloLand ololand-dd-deal-health workflow. Summarize deal health, open actions, and meeting-prep blockers from OloLand's deal-health surface.

ololand-dd-deal-network

Use when the user asks to run the OloLand ololand-dd-deal-network workflow. Find Deal Network providers, draft a seller listing, and request an introduction on a match. Uses OloLand's Deal Network tools; the introduction is held for an OloLand admin's release unless the counterparty has consented to direct contact, in which case it is delivered immediately. This command never pastes contact details.

ololand-dd-deal-search

Use when the user asks to run the OloLand ololand-dd-deal-search workflow. Search documents in a deal's data room — full-text + semantic search across uploaded PDFs, financials, legal docs — plus literal/structural document navigation (list, read, grep, sections, tables, notes).

ololand-dd-earnings-analysis

Use when the user asks to run the OloLand ololand-dd-earnings-analysis workflow. Analyze an earnings-call transcript for management tone, topic risk, guidance deltas, and deal-relevant diligence signals.

ololand-dd-financing

Use when the user asks to run the OloLand ololand-dd-financing workflow. Prepare acquisition financing for a deal — deterministic financing analysis, capital-provider sourcing prep, rule-governed capital-programme eligibility signals, and internal lender pre-read packages.

ololand-dd-firm-calibration

Use when the user asks to run the OloLand ololand-dd-firm-calibration workflow. Read how accurate your firm's own past predictions have been — prediction accuracy, systematic biases, risk-category precision, and the fields analysts keep overriding. Firm-wide, not deal-scoped.

ololand-dd-firm-playbook

Use when the user asks to run the OloLand ololand-dd-firm-playbook workflow. Read the firm's standing institutional playbook attached to this deal — WACC ranges, EV/Revenue and EV/EBITDA ceilings, target IRR, min MOIC, approval thresholds, preferred frameworks, custom rules. Use at the start of any deal turn that produces a number under the firm's name.

ololand-dd-firm-playbook-recall

Use when the user asks about WACC ranges, IRR targets, max EV/Revenue or EV/EBITDA multiples, approval thresholds, preferred frameworks, or custom rules for an OloLand deal. Reads the firm's standing playbook via `recall_firm_playbook` — institutional preferences that are more authoritative than market-default heuristics.

ololand-dd-healthcare-diligence

Use when the OloLand deal target operates in healthcare delivery, healthtech, insurance, life sciences, or any business that handles PHI or is subject to HIPAA, Stark, Anti-Kickback, or FDA regulation. Loads sector-specific KPIs, compliance verifiers, and reimbursement-risk discipline.

ololand-dd-ic-approve-readiness

Use when the user asks to run the OloLand ololand-dd-ic-approve-readiness workflow. Pre-flight check before IC package approval. Surfaces both blocker tiers (open critical assumptions AND unsupported high-priority assumptions) plus weak-evidence warnings that won't block but should be reviewed.

ololand-dd-ic-memo-skeptical

Use when the user asks to run the OloLand ololand-dd-ic-memo-skeptical workflow. Draft an in-session IC investment memo with one bounded Monte Carlo run using the skeptical tile-stitching pattern — public-facts refresh, individual engine tiles, web fetches, and explicit gap-vs-finding framing. Refuses to render against a stale stored deal record or an unbound simulation.

ololand-dd-ic-package

Use when the user asks to run the OloLand ololand-dd-ic-package workflow. Generate or approve the canonical OloLand IC package, while preserving assumption-control and verifier-gate blockers.

ololand-dd-industrial-diligence

Use when the OloLand deal target is an industrial, manufacturing, distribution, logistics, or hard-goods business. Loads industrial-specific KPI discipline (gross-margin walk, working-capital cycle, capex intensity, customer/supplier concentration) and the verifier checklist for asset-heavy diligence.

ololand-dd-inspect-run

Use when the user asks to run the OloLand ololand-dd-inspect-run workflow. Inspect an OloLand agent run end-to-end — the run header (model, tokens, cost, status), the full span tree (every tool call, model call, compaction event), and the grader verdict if any. The observability M2a surface for reviewers, auditors, and the admin UI.

ololand-dd-managed-agent

Use when the user asks to run the OloLand ololand-dd-managed-agent workflow. Run one of OloLand's cloud-hosted deal specialists on a deal — risk mapping, forensic QoE, pre-LOI screening, financing prep, IC memo drafting, or the multi-agent IC coordinator that runs risk + forensic + memo specialists in parallel. Each specialist reads the deal through OloLand's scoped, audited tool rail and answers with citations; the run is dual-written to OloLand's audit trail (agent_runs + OloLand's hosted agent service session id) so the result is provenance-complete. Asynchronous: starts the run, then polls to completion.

ololand-dd-managed-context-agent

Use when the user asks to run the OloLand ololand-dd-managed-context-agent workflow. Launch a feature-flagged OloLand's hosted agent service managed context agent for a deal when OloLand has enabled the managed executor.

ololand-dd-meeting-prep

Use when the user asks to run the OloLand ololand-dd-meeting-prep workflow. Prep for a diligence meeting — generate a one-page question list grounded in this deal's actual risks, evidence, and similar-deal patterns. Every question cites a source.

ololand-dd-new-deal

Use when the user asks to run the OloLand ololand-dd-new-deal workflow. Create a new deal from a company name or ticker — auto-fetches the latest canonical annual filing (10-K, 20-F, or 40-F, plus substantive exhibits) and reports backend fundamentals source and coverage for public companies (SEC when enabled); seeds private companies with web research and auto-ingests a public S-1 if the target has filed to go public.

ololand-dd-okf-export

Use when the user asks to run the OloLand ololand-dd-okf-export workflow. Export an OloLand deal dossier as an OKF bundle for downstream system handoff.

ololand-dd-partner-signoff

Use before any OloLand deal artifact leaves the platform under the firm's name — IC memo, regulator export, RWI underwriter packet, LP-bound deal dossier, or any signed PDF that carries deterministic valuation numbers. Enforces an explicit partner approval step before the artifact is finalized.

ololand-dd-plan

Use when the user asks to run the OloLand ololand-dd-plan workflow. Get a structured plan from OloLand's planner agent BEFORE firing the executor — review the proposed steps, open questions, and tool-call estimate so you can correct course without burning tool calls. The pre-execution gate for non-trivial deal questions.

ololand-dd-playbook-recall

Use when the user asks to run the OloLand ololand-dd-playbook-recall workflow. Pull your firm's playbook for deals like this — what worked, what didn't, what got missed in similar past deals. Wraps cross-deal learning + per-deal outcome metadata.

ololand-dd-pre-screen

Use when the user asks to run the OloLand ololand-dd-pre-screen workflow. Run a pre-LOI screen on a public or private target. Public targets receive one bounded Monte Carlo run against pre-cutoff filings and backend-reported fundamentals source and coverage (SEC when enabled); private targets receive a signal-only PCS brief with valuation withheld until a dedicated governed private-company tool exists.

ololand-dd-precedents

Use when the user asks to run the OloLand ololand-dd-precedents workflow. Search ~61K public M&A transactions (2006-2026) for precedent deals and market context — outcome-labeled, with SEC filing citations.

ololand-dd-qoe-analysis

Use when the user asks to run the OloLand ololand-dd-qoe-analysis workflow. Run or retrieve OloLand's deal-scoped Quality of Earnings analytical workbench for revenue quality, EBITDA adjustments, working capital, and evidence-backed QoE findings — plus an optional cross-document conflict scan that surfaces contradictions across the data room.

ololand-dd-real-estate-diligence

Use when the OloLand deal target is a commercial real estate asset, portfolio, or operating company (CRE, multifamily, industrial RE, retail, office, hospitality, healthcare RE). Loads NOI / cap rate / DSCR / debt yield / rent-roll discipline and the verifier checklist for property-level diligence.

ololand-dd-recall

Use when the user asks to run the OloLand ololand-dd-recall workflow. Read confirmed facts about an OloLand deal from deal_session_memory. Use at the start of any session about a deal to load the analyst-confirmed context — EBITDA, sponsor, IC date, conventions — without re-asking the user.

ololand-dd-record-decision

Use when the user asks to run the OloLand ololand-dd-record-decision workflow. Capture the structured decision rationale when a deal is closed, passed, exited, or withdrawn — the qualitative WHY behind the outcome, tagged with risks/opportunities and pattern tags so cross_deal_learning_service can surface it as a comparable deal later.

ololand-dd-record-outcome

Use when the user asks to run the OloLand ololand-dd-record-outcome workflow. Close the institutional-learning flywheel for a deal — record what the model predicted, then the realized post-close actuals (exit EV, IRR, MOIC), and score every prediction against what actually happened. This is the write side of the loop that ololand-dd-calibrate-vs-history and ololand-dd-similar-deals read from.

ololand-dd-regulator-export

Use when the user asks to run the OloLand ololand-dd-regulator-export workflow. Queue a regulator export pack — a tarball of every agent_run + agent_spans + output_artifacts in a date window, mapped to a compliance framework's controls. Admin / compliance role required. The defensible-audit-trail deliverable.

ololand-dd-remember

Use when the user asks to run the OloLand ololand-dd-remember workflow. Persist a confirmed fact about an OloLand deal across sessions. Writes into deal_session_memory so the next time you (or another analyst) open this deal, the fact is recalled automatically — confirmed EBITDA, sponsor name, IC date, working-capital convention, etc.

ololand-dd-replay-run

Use when the user asks to run the OloLand ololand-dd-replay-run workflow. Re-run an existing OloLand agent run against the current harness + skills (or byte-for-byte against the original methodology bytes). Admin / compliance role required. The regulator-grade reproducibility surface — used to demonstrate that a graded output can be reconstructed from snapshots, and to A/B the current prompt against last week's data.

ololand-dd-risk-matrix

Use when the user asks to run the OloLand ololand-dd-risk-matrix workflow. Render the 67-category risk matrix (311 tracked risk factors) as an interactive inline tile.

ololand-dd-risk-report

Use when the user asks to run the OloLand ololand-dd-risk-report workflow. Generate a structured risk report for a deal — 67-category taxonomy (311 tracked risk factors) with severity scoring, evidence links, and institutional patterns from similar deals.

ololand-dd-role-dd-analyst

Use when the user requests the dd-analyst role or equivalent workflow. Autonomous due diligence analyst agent. Runs comprehensive deal analysis using OloLand's MCP tools — financial extraction, risk assessment, valuation, forensic QoE, and cross-deal learning. Use for full DD workflows, IC memo preparation, or deep deal investigation.

ololand-dd-role-forensic-screener

Use when the user requests the forensic-screener role or equivalent workflow. Pre-LOI forensic-QoE specialist. Runs the seven-primitive forensic battery (Beneish, Benford, EBITDA bridge, journal-entry, lapping, working-capital, revenue quality) on a deal, reconciles findings against the cross-document hierarchy (CPA > tax > management > AI), produces an IC-defensible exclusion schedule with severity, $-impact, and source citations. Use when a forensic deep-dive is needed before LOI commitment.

ololand-dd-role-war-game-strategist

Use when the user requests the war-game-strategist role or equivalent workflow. Competitive-strategy specialist. Orchestrates 16-quarter MaskablePPO competitive simulations across multiple scenarios (base, expansion, macro stress, regulated stress) to find optimal strategy paths and quantify EV distributions, robustness scores, and competitor response patterns. Use when the deal thesis depends on competitive dynamics — share-shift, pricing pressure, M&A roll-up, or moat erosion.

ololand-dd-saas-diligence

Use when the OloLand deal target is a SaaS, subscription, or recurring-revenue business. Loads SaaS-specific KPI definitions (ARR vs revenue, NRR/GRR, Rule of 40, magic number, CAC payback) and the verifier checklist for software-deal diligence.

ololand-dd-scenario-analysis

Use when the user asks to run the OloLand ololand-dd-scenario-analysis workflow. Run scenario stress tests, market-condition simulations, and real-options valuation from OloLand's deal-scoped scenario workbench.

ololand-dd-similar-deals

Use when the user asks to run the OloLand ololand-dd-similar-deals workflow. Find similar completed deals from your firm's history, or compare a metric across an attribute-filtered slice of the pipeline — transfer learning insights, accuracy patterns, and valuation benchmarks.

ololand-dd-source

Use when the user asks to run the OloLand ololand-dd-source workflow. Map private companies, review a sourced target brief, inspect data-source access, or prepare a deal-sourcing pipeline.

ololand-dd-talk-to-deal

Use when the user asks to run the OloLand ololand-dd-talk-to-deal workflow. Ask a question about a deal and get a conversational, voice-optimized response — concise answers with rounded numbers and clear recommendations.

ololand-dd-unit-economics

Use when the user asks to run the OloLand ololand-dd-unit-economics workflow. Analyze SaaS cohorts and unit economics — NDR/GRR triangles, LTV/CAC, payback, anomalies vs. seller narrative.

ololand-dd-valuation

Use when the user asks to run the OloLand ololand-dd-valuation workflow. Read financial valuation evidence or explicitly run DCF, LBO, and Monte Carlo models with governed identity and assumption provenance.

ololand-dd-value-impact

Use when the user asks to run the OloLand ololand-dd-value-impact workflow. Review or preview OloLand's value-impact ledger for a deal or firm. Shows hours saved, labor/advisor cost avoided, platform cost completeness, and methodology snapshots.

ololand-dd-verification-marketplace

Use when the user asks to run the OloLand ololand-dd-verification-marketplace workflow. Request, inspect, and track paid human verification for a deal's forensic screen. Uses OloLand's verification marketplace and preserves signed artifact lineage for IC provenance.

ololand-dd-verify

Use when the user asks to run the OloLand ololand-dd-verify workflow. Verify every number and citation in an artifact (CIM paragraph, IC memo, risk narrative, DCF write-up) against a deal's source documents and deterministic engine runs. Works on OloLand-produced artifacts (four atomic-claim verifiers + citation audit + cross-document reconciliation) AND on externally-drafted artifacts — e.g. a memo written in your assistant — via per-claim corpus grading. The 'defend every number, cite every source' button.

ololand-dd-war-game

Use when the user asks to run the OloLand ololand-dd-war-game workflow. Run a competitive strategy simulation using RL/PPO — models 16 quarters of competitive dynamics with market share shifts, pricing pressure, and investment decisions.

ololand-dd-watchlist

Use when the user asks to run the OloLand ololand-dd-watchlist workflow. Create, inspect, and promote OloLand watchlists for continuous company and signal monitoring.

ololand-dd-workbook

Use when the user asks to run the OloLand ololand-dd-workbook workflow. List, read, create, or template-populate deal-scoped OloLand workbooks for analysis handoff.

risk-analysis

Use when analyzing risks for M&A deals, evaluating risk severity, quantifying financial impact of risks, or building risk matrices. Provides the institutional risk taxonomy (311 risk factors across 67 categories) with forensic QoE methodology.

risk-taxonomy

Use when assessing, categorizing, or quantifying deal risks — OloLand uses an institutional risk taxonomy of 311 risk factors across 67 categories in five dimensions; every surfaced risk must be classified per this framework and quantified rather than left as narrative.

setup

Connect OloLand and review available deal tools when the user requests setup or has a connection error.

source-hierarchy

Use when citing evidence for any material claim about a deal — ranks evidence sources by quality so the strongest available document is the one cited. Required for institutional-grade DD.

unit-economics

Use when analyzing SaaS unit economics, cohort retention (NDR/GRR), LTV/CAC, CAC payback, magic number, or rule of 40. Computes deterministic metrics from customer-month transaction data and flags anomalies vs. the seller's stated narrative.

verifier-stack

Use when an OloLand artifact (CIM section, IC memo paragraph, risk narrative, DCF write-up) needs to be verified against the deal's source documents and deterministic engine runs — e.g. before partner review, before IC submission, or to spot-check a number that "looks off". Explains the four atomic-claim verifiers, what each catches, what each misses, and the right interpretation of PASS/FAIL.

welcome

Orient the user to available OloLand tools when requested after connection.