Start with the deliverable, not the technology.
We choose one recurring document or review process, map how your team produces it, build the first working version, train the users, and support adoption.
The 2-Week Sprint Roadmap
We build the workflow with your team, train the users, and leave behind a process they can run and improve.
1. Map
We document the current process, inputs, templates, bottlenecks, and review roles.
2. Configure
We define approved sources, data boundaries, workflow instructions, and acceptance criteria.
3. Build
We create the first working version around the firm's actual deliverable.
4. Verify
The team reviews the source trail, output quality, exceptions, and unresolved judgment areas.
5. Train
We train users and workflow owners to run, review, challenge, and update the process.
6. Handover
We provide the agreed workflow documentation, operating guidance, and next-step recommendations.
Map → Configure → Build → Verify → Train → Handover
Public-market research workflows
4 Sprint TemplatesEarnings update sprint
Review Pack (.html)- Deliverable
- A post-results evidence pack covering reported figures, KPI movements, management commentary, thesis changes, and PM questions.
- Typical context and sources
- Prior thesis
- Model
- Earnings release
- Filing
- Transcript
- Consensus or vendor export
- Peer commentary
- Public web context
- Human review point
- Reported facts versus interpretation, estimate changes, and thesis implications.
- Enablement outcome
- The team can repeat the process each quarter and adapt the workflow as coverage needs change.
Transcript review sprint
Word (.docx)- Deliverable
- A structured account of what management emphasized, changed, avoided, or left unresolved.
- Typical context and sources
- Prior transcripts
- Topic watchlist
- Thesis debates
- Current transcript
- Peer commentary
- Human review point
- Language change, materiality, and interpretation.
- Enablement outcome
- The team learns to maintain the topics, comparison logic, and follow-up questions.
Thesis tracking sprint
Word (.docx)- Deliverable
- A living record of the investment case, evidence, risks, open questions, and changes over time.
- Typical context and sources
- Prior memos
- Model notes
- PM comments
- Filings
- Transcripts
- Company updates
- Public sources
- Human review point
- What strengthened, weakened, or remains unresolved.
- Enablement outcome
- The team can maintain the thesis record as part of its normal research process.
Portfolio review sprint
Excel (.xlsx)- Deliverable
- A consistent monthly or quarterly review pack covering holdings, KPIs, risks, thesis changes, and action items.
- Typical context and sources
- Portfolio template
- Prior review
- Company updates
- Board material
- KPIs
- Market context
- Human review point
- Risk flags, thesis breaks, and required action.
- Enablement outcome
- The team can rerun and maintain the review process each period.
Private-company and advisory workflows
4 Sprint TemplatesInvestment committee memo sprint
Word (.docx)- Deliverable
- A first-pass investment memo in the firm's format, supported by a source and review trail.
- Typical context and sources
- IC template
- Investment checklist
- CIM or management presentation
- Model
- Diligence notes
- Licensed data
- Public sources
- Human review point
- Evidence quality, risk framing, unresolved diligence, and judgment areas.
- Enablement outcome
- The team learns how to run the workflow, inspect sources, update the memo, and maintain its review rules.
Diligence tracker sprint
Excel (.xlsx)- Deliverable
- A structured record of documents, findings, unresolved questions, ownership, and escalation points.
- Typical context and sources
- Data room
- Diligence request list
- Q&A log
- Financial files
- Public research
- Reviewer notes
- Human review point
- Missing evidence, inconsistent findings, unresolved risks, and ownership.
- Enablement outcome
- The team learns to maintain the tracker and adjust its review rules for future deals.
Market map sprint
PowerPoint (.pptx)- Deliverable
- A sourced map of companies, competitors, buyers, segments, or investment themes.
- Typical context and sources
- Search criteria
- Licensed datasets
- Company websites
- Filings
- Industry reports
- Internal lists
- Human review point
- Coverage quality, classification, source reliability, and missing entities.
- Enablement outcome
- The team can refresh the market map as new companies and sources appear.
Pitchbook or transaction-material sprint
PowerPoint (.pptx)- Deliverable
- A first-pass pitchbook or transaction materials in the firm's format, with sourced figures and a review trail.
- Typical context and sources
- Firm template
- Transaction materials
- Model
- Comparable transactions
- Licensed data
- Public sources
- Human review point
- Figure accuracy, narrative consistency, source backing, and judgment areas.
- Enablement outcome
- The team learns to produce, inspect, and update the materials for future transactions.
Traditional Copy-Paste vs. Conviction Studio Sprint
Traditional Manual Workflow
- 12+ Open Windows: Analysts manually copy figures across models, SEC filings, transcripts, and Word documents.
- Invisible Lineage: Numbers in the final memo lack cell addresses—reviewers must open Excel to check formulas.
- Papered-Over Gaps: Hallucinated or unsourced estimates pass into senior review unnoticed.
Conviction Studio Enablement
- Native Office Outputs: Drafts arrive directly in your firm’s Word (.docx) and Excel (.xlsx) templates.
- Inspectable Evidence: Every quantitative claim ($48.2m) links to cell coordinates (`RevenueBuild!C8`) with read-back checks.
- Reviewer Sign-Off: Unsourced figures are flagged in a review checklist before senior sign-off.
Which deliverable consumes more time than it should?
Tell us which one. We'll map the process, build the first working version, and train your team to run it.