Examples · first pass, unedited
What we put in. What came out. Nothing in between.
Every example below is a real engagement at version one. No edits, no rewrites, no polishing between the team's output and what you read. The brief we gave Calafai is the brief on the page. The first draft that came out of the run is the first draft you'll read. Same with the executive summary and next steps. Iteration is yours to do. Read them. Download them. Pressure-test them.
Featured
What's in every example
Engagement brief
The structured framing that Calafai's Thinking Partner produced from the visitor's question.
First-draft report
The complete deliverable, sourced and graded. Same depth a McKinsey or BCG workstream would produce; same first-draft status as anything that comes out of one.
Executive summary
Two pages for the board-reading slot. The numbers, the risk gate, the call.
Next steps & implementation roadmap
What to act on now, what to sharpen in a second pass, and the implementation roadmap to take a first draft to a decision the team can defend.
Engagement types
What people bring to Calafai
Engagement types people have used Calafai to run, grouped by category. The Intel example above is a strategy memo, fully walked through; the list below shows the starting points Calafai is pre-built for. Not on the list? Calafai builds the team for the work you bring. The next section walks through one of those.
Strategy
Product Strategy
Market positioning, audience research, competitive analysis, product roadmap, and prioritization.
Go-to-Market Strategy
Market segmentation, positioning, pricing, channel strategy, and phased launch plan.
Business Transformation
Current state analysis, stakeholder mapping, financial modeling, change management.
Strategic Foresight
Scenario planning, signal detection, game theory analysis, strategic options mapping.
Business Plan
Market analysis, financial projections, operations plan, risk assessment, and executive summary.
Ideation to Implementation Roadmap
From raw idea through validation, feasibility, and architecture to a phased implementation plan.
Design
Brand & Digital Presence
Brand identity, voice, content strategy, website copy, technical design spec.
Product Design Sprint
Full design cycle: user research, branding, component library, prototype, UX evaluation.
Analysis
Research Deep Dive
Multi-source research, competitive intelligence, financial modeling, sensitivity analysis.
AI Brand Intelligence Analysis
How consumer AI platforms see, recommend, and position your brand versus competitors.
Competitive Intelligence & SEO Audit
Search visibility, content gaps, technical SEO, competitive positioning in organic and paid.
Financial
Financial Analysis & Scenario Modeling
Three-statement model, comparable analysis, multi-scenario sensitivity, and strategic financial frameworks.
Deal Advisory & Transaction Support
CIM, deal teaser, buyer analysis, merger modeling, transaction narrative.
Equity Research Report
Sector analysis, company deep dive, earnings analysis, valuation framework, initiating coverage.
Private Equity Investment Analysis
Deal screening, due diligence, returns modeling, value creation plan, IC memo.
When the engagement type isn't on the list
Calafai builds the team for the work you bring.
The list above shows the starting points Calafai is pre-built for. They're a small fraction of the work people bring. Niche industries, regulated markets, creative disciplines, specialised analytical methods: when the default roster doesn't cover what an engagement needs, Calafai assembles a custom team for it. The agents are built with the skills, tools, and sources the work requires, and each agent is routed to the model best suited to its task (a writing-strong model for narrative; a reasoning-strong model for analysis; a multimodal model where vision matters). The walkthrough below is one of those.
Real engagement · creative industries
An independent singer-songwriter brought a brand-positioning problem.
Three questions in one engagement: how should the artist's brand be positioned for the next album cycle, which booking channels and venue tiers should the next twelve months target, and where are the largest gaps in the digital presence relative to artists at adjacent career stages.
What Calafai built
Music-industry-specific agents the default 40-agent roster doesn't carry: an artist-brand positioning strategist, a booking-channel analyst with venue-tier literacy, and a digital-presence auditor calibrated to artist career stages.
Routing
Positioning agent on a writing-strong model so the narrative read like an A&R memo, not a SaaS blog post. Booking-channel analysis on a reasoning-strong model for the venue-tier math. Digital-presence audit on a multimodal model so it could read screenshots and stream pages directly.
What came out
Positioning playbook with three named directions, a booking-channel ranking with venue-tier and rev-share tradeoffs, and a digital-presence gap report keyed to the specific platforms artists at this stage compete on. First-draft status, ready for the artist's management team to pressure-test.
The engagement isn't on the list above because “music-artist brand positioning” isn't a pre-configured engagement type. It became one for this customer, inside their workspace, because the work needed it.
And many more
Want to see what Calafai produces on your problem?
Sign up free, bring a question. 200 credits is enough to take a structured brief through a full first run.
Explore for Free