AI Corporate-Finance Tool Ecosystem

Collects company information and produces a business profile, maturity, stage and classification.

A conversational, adaptive assessment: asks one question at a time and chooses the next question from prior answers (e.g. churn only after recurring revenue, runway only when burning cash).

Parses CSV/Excel-style financials, extracts key metrics, detects anomalies, and pre-fills the assessment.

Builds dashboards, KPIs, growth metrics and board/executive reports.

Recommends the advisory services that best match the company's needs.

Hybrid, permission-aware RAG retrieval over the knowledge graph and document store, with citations and confidence.

Ranks a company by percentile against its sector peers from Qaemly's dataset, and can extract & validate its inputs from an uploaded financial statement.

Single pane of glass: KPI tiles (score, valuation, readiness, funding, bankability, forensic risk), a 5×5 risk heat-map, peer-percentile ranking, a pillar radar and a composite verdict — composed from the scoring, credit and forensic engines.

The multi-company book: every company scored through the scoring, credit and forensic engines, aggregated into ranking, total modeled value, sector exposure, risk mix, concentration checks and alerts.

The time dimension: every persisted assessment becomes a snapshot; Pulse turns them into a trajectory with deltas, trend classification and deterioration alerts (score drops, valuation falls, confidence decay, open flags).

Finds the most similar companies in Qaemly's anonymized assessment dataset — transparent weighted features (size, growth, margin, churn, recurring, concentration, quality) + sector match, with peer medians and your gap vs peers.

A seven-persona committee over the real engines: independent opinions with evidence-cited reasoning, confidence and conditions; an auditor with a genuine veto; a chair synthesis with consensus level and a minority report when dissent survives.

Matches your profile against real Egyptian programs (Golden License, Investment-Law incentives, CBE SME finance, free zones, export rebates, ITIDA, SCZONE, tourism support) with per-program reasons, near-miss gaps, and the authority + channel to apply through.

Blends Revenue, EBITDA, DCF and Scorecard methods into a value range with a confidence score.

An EGP-localized company valuation for the Egyptian market: value range in EGP and USD, EGP-devaluation sensitivity, FX/hard-currency risk, Egyptian tax and EGX listing readiness.

Institutional-depth valuation: multi-stage DCF with a transparent WACC build-up, investor IRR/MOIC to exit, a seeded Monte-Carlo distribution (P10–P90), precedent/trading comps and an asset floor — assembled into a football field.

Sector-specific valuation: each covered sector gets its true methods (NAV/cap-rate, ARR multiples, stabilised EBITDA, asset floors), sector KPI reads with benchmarks, and a sector-informed blended range vs the generic engine.

Assesses diligence-readiness and surfaces the issues and red flags that stall deals.

A structured, input-aware diligence plan across 15 workstreams (commercial, financial, tax, legal, tech, cyber, ESG, management, HR, IP, supply-chain, data-privacy, AI-governance, compliance) with per-workstream readiness, red-flag findings, checklists, and an auto-generated document-collection center.

Scores investment readiness, classifies the fundraising stage, and maps the gaps to the next one.

Builds a phased, trackable development program from the assessment — modules → tasks with modeled value uplift, a realistic target score and projected valuation.

Scores the risk profile and returns ranked red flags with mitigation plans.

Forensic distress & fraud screens: Altman Z''-score, Beneish M-Score, Piotroski F-Score plus liquidity, leverage, concentration and going-concern signals — assembled into a composite risk band.

Auto-builds a 3-statement model, forecast, scenarios, budget, break-even and sensitivity; exports Excel.

Credit-committee-grade analysis: DSCR/ICR/leverage/liquidity ratios, debt capacity & max loan, indicative rating with PD/LGD/ECL, stress tests, covenants, and recommended financing products.

What-if simulation: move levers (growth, margin, churn, concentration, cash, debt, governance…) and see exactly how the valuation, scores, bankability and forensic risk respond — baseline vs simulated with full deltas.

Ranks the major Egyptian banks (NBE, Banque Misr, CIB, QNB, AAIB, Banque du Caire, ADIB, Faisal, ALEXBANK) by fit for your credit profile: fit score, modeled approval probability, reasons for/against, and the qualification gap per bank.

Directional Sharia screen (sector + debt/liquidity ratios, AAOIFI-style), Islamic-instrument recommendations (Murabaha, Ijarah, Musharakah, Mudarabah, Sukuk at scale) with structures explained bilingually, and a Zakat estimate on zakatable net assets.

Generates investor deck, executive summary, one-pager, financial charts and a fundraising memo; exports PowerPoint.

Matches companies with VCs, angels, family offices, PE and strategics by industry, geography, stage, ticket and risk.

Generates funding strategy, capital structure, dilution analysis, use of funds, timeline and an outreach plan.

Upload, auto-categorize, permission and watermark documents; track downloads and generate audit logs.

Reads contracts, shareholder agreements, articles and licenses; summarizes, highlights risks and extracts clauses.

Verifies KYC, AML, tax, licenses and corporate documents; generates compliance reports.

Scores and segments a lead, sets priority, assigns an advisor desk, and proposes next actions.

Produces premium branded PDF reports with charts, tables, executive summary and an action plan.

Turns the full analysis into six calibrated decisions: invest/pass, fair value, top-10 risks, funding-round probability, a 12-month value-creation plan, and M&A/IPO exit readiness.

Assembles a full bank-ready credit memorandum: executive summary, company overview, ratio & cash-flow analysis, risk & collateral review, credit recommendation, conditions precedent, covenants and a credit-committee summary.

Assembles an investment-grade memorandum: thesis, business model, market opportunity, competitive advantage, SWOT, Porter's Five Forces, unit economics, revenue quality, valuation, exit options, risks, expected returns and an IC summary.

Prioritised, costed value-creation roadmap: each initiative carries a modeled $-impact on valuation, ROI, effort, timeline, owner, KPIs and a phase (0–3 / 3–6 / 6–12 months), with a diminishing-returns cap on total uplift.

Builds trigger-based automations: fire reports, notify users, assign tasks and integrate with CRM.

Manages AI agents with memory, planning, execution, retries, cost optimization and observability.

Manage users, companies, permissions, plans, billing, reports, logs, API keys, feature flags and AI usage.