How it works.

Five stations. You at the center. Frame the question, approve the plan, watch the team run, read the draft, then steer until the work is yours.

01Frame

Thinking Partner: shape the project plan before anything runs

You don't plan alone. As you talk, your structured project plan takes shape right beside the conversation, so you watch it develop in real time. The Thinking Partner asks the questions you didn't know to ask about scope, audience, what 'good' looks like, and what context to bring. A live confidence score shows how close the plan is to having what Calafai needs to deliver a great working report, so you can see when there's enough to start. You decide when to begin.

Conversational planning. Your pace, your turns

The Thinking Partner probes scope, audience, success criteria, blind spots

Upload context as it surfaces: existing research, financials, competitor info

Voice or text. However the thinking comes

Pre-configured project types are starting points, not constraints

A live confidence score tracks readiness, so you know when there's enough to run

Calafai never starts a run without your green light

02Plan

Service plan: approve the scope and what evidence is in

Before any agent runs, you see the task plan and what evidence each task requires. If a task needs source material you haven't provided, you upload it, reframe the task into something sourceable, or drop it. This is the gate that prevents fabricated answers. No run starts on evidence that doesn't exist.

Task plan generated from your project plan, with explicit evidence requirements per task

An independent Evidence Auditor checks reachability before the run starts

For gaps, you choose: upload data, reframe the task, or drop it

Your evidence decisions shape the scope of the run

The discipline that keeps the output sourced, not invented

03Execute

Calafai Team: runs in parallel, scored in real time, challenged before delivery

Calafai assembles the right team from our roster of custom-built agents across strategy, research, finance, design, and operations. They run in parallel along the dependency graph. Every deliverable is multi-dimensionally scored mid-run; if quality dips below your intent target, Calafai pauses and asks you to decide: go deeper or continue. Before anything reaches you, a separate agent adversarially challenges the conclusions, tests for gaps and weak evidence, and surfaces what needs to be addressed.

The best team for your project, picked from our roster of custom-built Calafai agents

Parallel execution along the dependency graph. Work moves at speed

'Your Team' panel shows who's active and what kind of work they're doing

Activity feed narrates in plain English: drafting, scoring, revising

Multi-dimensional scoring per deliverable, not a generic thumbs up/down

Source claims graded by reliability tier during the run

Mid-run quality gate: go deeper or continue. Your call

Adversarial review by an independent agent that challenges the conclusions

Tests for gaps, weak evidence, and blind spots before delivery

Step away or stay close. Either way you see what's happening

04Review

Draft: structured to be argued with, not accepted

What lands in your workspace isn't a polished final report. It's a structured draft built to be interrogated: every claim anchored to its source, quality scores visible per section, and the adversarial critique surfaced alongside the conclusions so you can see where the analysis held up and where it didn't.

BLUF headers so the conclusion is never buried

Per-claim source anchors: you always know where an assertion came from

Confidence chips on each section so you know how much to trust it

Quality scores per deliverable, not just a pass/fail at the end

Adversarial critique visible next to the analysis, not hidden in an appendix

Open questions clearly flagged rather than papered over

Implementation plan included, not just findings

05Steer

Decisions: annotate, redirect, re-run. Until it's yours

Calafai doesn't ship 'final' reports. It ships drafts good enough to argue with. Annotate what you want different, or open Discuss & Refine for a real conversation about the draft. Re-run with your feedback and each iteration builds on what you steered. When it's ready, share via the branded client portal where comments and approvals stay in the system.

Annotate inline: mark up specific sections with exactly what you want changed

Discuss & Refine: a conversation grounded in the draft, not a blank chat

Re-run with your feedback. Each iteration incorporates your steering

Redirect to an earlier station: step back to replan, or back to the Thinking Partner to reframe entirely

Outputs in the format your room expects: strategy memos, presentations, briefings, financial models

Branded client portal: review, comment, approve in-system. No email loops

The deliverable, and the three things you do with it.

When the run completes, the report lands in your workspace alongside three follow-on deliverables: contextual feedback to steer the next iteration, an independent partner review of the conclusions, and a sequenced next-steps blueprint.

Run complete · ready for review

The Calafai results flow, input through processing to the Full Report v1 output.

Start from an example.

Choose a starting point that matches your need. Each one is pre-configured and ready to run.

Product Strategy

Market positioning, roadmap, competitive analysis

5 deliverables

Go-to-Market

Segmentation, pricing, channel strategy, launch plan

6 deliverables

Business Transformation

Org analysis, change management, financial modeling

7 deliverables

Research Deep Dive

Multi-source research, financial modeling, sensitivity analysis

6 deliverables

Brand & Digital Presence

Brand identity, content strategy, design specification

8 deliverables

Product Design Sprint

Discovery, prototyping, UX evaluation, design system