AMBA Business Playbooks
Real-world case studies, prompt templates, and step-by-step walkthroughs demonstrating how enterprise leaders replace weeks of agency and consulting labor with autonomous local execution.
🎯 Executive Overview
AMBA is built for business leaders who cannot afford mental arithmetic errors, cloud data leaks, or endless coordination lag. Each playbook below showcases a battle-tested scenario complete with Input Files, Exact Prompts, Autonomous Execution Steps, and Final Deliverables.
💼 Agent Playbooks (Built-in Catalog)
The agent playbooks below ship with AMBA. Install one from the agent catalog inside the app to get a ready-made agent with its role, instructions and capability packs.
| Agent playbook | What it does |
|---|---|
| Executive Chief of Staff & General Manager | Orchestrates cross-functional business execution across finance, legal, strategy, market intelligence, and data analytics. |
| Executive Strategy Consultant | Applies Minto Pyramid and MECE frameworks to solve complex business problems and design high-impact C-Suite presentations. |
| Senior Financial Analyst & Controller | Expert in financial statement modeling, DCF valuation, transaction reconciliation, and strategic budgeting. |
| Market Intelligence & Research Analyst | Conducts industry intelligence, competitor benchmarking, market sizing (TAM/SAM/SOM), and comprehensive trend research. |
| Lead Business Author & Legal Drafter | Drafts executive proposals, commercial contracts, NDAs, and corporate governance documentation with rigorous precision. |
| Data & Systems Inspection Specialist | Inspects schema structures, audits anomalies, executes local SQLite analytical queries, and extracts key business metrics. |
| Inventory Reconciliation & Shrinkage Controller | Daily stock loop in your own workbooks: next-day opening stock from the count, end-of-day reconciliation with shrinkage %, loss against revenue, weekly trend. Draft. |
🧭 Project Template Walkthroughs
Each walkthrough below uses one of the built-in project templates (choose it under New Project) and shows input files, a sample prompt, the execution steps and the deliverables.
| Domain / Industry | Strategic Challenge | Autonomous Solution & Time | Core Deliverables |
|---|---|---|---|
| 1. Financial Accounting & Reconciliation | 4,800 e-commerce orders across Amazon, Shopify & Stripe | Deterministic SQL joins identify $3,450 in unremitted funds & fee overcharges in 7 mins | Reconciliation_Report.xlsx, Exception_Summary.pdf |
| 2. Media Planning & Agency Pitching | Winning a $200,000 FMCG pitch against competing agencies | Ingests RFP brief & rate cards, models reach/frequency/GRP in 25 mins | Master_Media_Plan.xlsx, Media_Pitch_Deck.pptx |
| 3. Capital Raising & Debt Financing | Raising a $1.5M VC seed round & securing a $500k commercial term loan | Builds Cap Table, 5-yr pro-forma & bank-standard DSCR model in 20 mins | Investor_Pitch_Deck.pdf, Bank_Loan_Feasibility_Study.pdf |
| 4. Marketing & Content Engine | D2C brand launch with zero creative agency retainer | Competitor weakness audit, 15 TikTok video scripts, 30-day calendar in 12 mins | 30Day_Content_Calendar.xlsx, Campaign_Master_Plan.pdf |
| 5. Logistics & Supply Chain | 6 transpacific ocean carrier tenders & US Customs CBP pre-filing audit | Quote normalization & catching HS code misclassification on Shanghai-LA lane in 15 mins | Carrier_Tender_Evaluation.xlsx, Customs_Audit_Report.pdf |
| 6. F&B & Hospitality Operations | Ingredient cost inflation across 3 bistro locations | Trimming 85 idle labor hours and adjusting recipe yields in 14 mins | Labor_Shift_Schedule.xlsx, Menu_Engineering_Matrix.pdf |
| 7. Executive Brief in Your Word Template | A board package that must look like your own documents | Model, deck and Word brief in your company templates, key figures first, checked against the workbook | Consolidated_Financial_Model.xlsx, Executive_Strategy_Deck.pptx, Executive_Master_Briefing.docx |
| 8. Contract Fill (NDA / SOW) | Filling an NDA or SOW template without retyping or inventing terms | Fields only, from your files; unknown values asked; every field a tracked change | <Template>_<Counterparty>.docx |
About the figures
File names, amounts and run times in these walkthroughs are illustrative examples, not measured benchmarks. Real results depend on your files and the model you select.
🚀 How to Use These Playbooks
- Select your Business Domain from the table above.
- Add the recommended raw files to your project's Sources (files you add are kept in
sources/uploads/). - Copy-paste the battle-tested Prompt Template into AMBA Studio.
- Inspect your audit trail and collect board-ready deliverables in
reports/.