Tools · SansarAI
What are you working on?
Choose a task to start a draft. These tools assemble what you enter and calculate locally; they do not generate or verify evidence.
Bring an initiative to review
Lay out a whole initiative on one reviewable page.
Initiative canvasOpen tool →Shape a product idea
Frame an AI feature around a customer problem and a non-AI baseline.
AI product briefOpen tool →Explore customer needs
Map an outcome to customer needs, solutions and assumption tests.
Opportunity treeOpen tool →Set measurable goals
Turn an objective into measurable key results with honest progress.
OKR plannerOpen tool →Plan what to build next
Arrange initiatives in Now / Next / Later lanes linked to outcomes.
Outcome roadmapOpen tool →Align a decision
Map who decides, who contributes and what is still unresolved.
Decision alignmentOpen tool →Compare alternatives
Compare alternatives on the same customer job with sources.
Competitor comparisonOpen tool →Test an idea
Plan a test with a hypothesis, metric, guardrails and decision rule.
Experiment plannerOpen tool →Saved in this browser only. Avoid confidential data.
Initiative canvas
About this method
Put a whole initiative on one page: why and who, the bet and its evidence, then execution and the decision you need. Use the canvas in reviews; print or save it as PDF from your browser.
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Canvas export
Live draftPrint / save PDF opens your browser's print dialog with only the canvas. Choose "Save as PDF" as the destination to keep a file.
# Initiative canvas: Untitled initiative Assembled from your inputs. No AI analysis or evidence verification performed. ## Why & who ### Customer problem Not provided. ### Target segment / job Not provided. ### Strategic fit Not provided. ## Bet & evidence ### Evidence Not provided. ### Solution hypothesis Not provided. ### In scope Not provided. ### Out of scope Not provided. ### Measurable outcomes Not provided. ### Assumptions & risks Not provided. ## Execution & decision ### Dependencies Not provided. ### Owner / team Not provided. ### Milestones & resources Not provided. ### Decision ask Not provided.
Keep unfinished work with a JSON text backup, without validation. All raw fields are preserved for reference; automatic import is not available.
Preview canvas and review checklist
Initiative canvas
Untitled initiative
Assembled from user inputs · not verified
Why & who
Customer problem
Not provided yet
Target segment / job
Not provided yet
Strategic fit
Not provided yet
Bet & evidence
Evidence
Not provided yet
Solution hypothesis
Not provided yet
In scope
Not provided yet
Out of scope
Not provided yet
Measurable outcomes
Not provided yet
Assumptions & risks
Not provided yet
Execution & decision
Dependencies
Not provided yet
Owner / team
Not provided yet
Milestones & resources
Not provided yet
Decision ask
Not provided yet
Review checklist (completeness prompts, not a quality score)
- Problem and segment are stated — not yet
- Evidence or an explicit evidence gap is recorded — not yet
- Outcome includes a number or metric definition — not yet
- Out of scope is explicit — not yet
- Risks and assumptions are listed — not yet
- A clear decision ask and owner exist — not yet
When to use, exports and related guides
When to use
Before asking leaders or a team to back a new initiative.
What you get
A visual one-page canvas with a review checklist, ready to print or share. Exports: Markdown, JSON backup, Print / save PDF
More about draft privacy and storage
These tools use browser storage only, with no account, AI API or draft upload. Anyone using this browser profile may see saved drafts. Private browsing or clearing site data may erase them. Do not enter secrets or personal/confidential data. Copying or downloading creates a separate copy you control.
AI product brief
About this method
Start with a customer problem. Define AI's role, compare the non-AI alternative and make the next decision testable.
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What is difficult today, and why does it matter?
Who is struggling, and what are they trying to accomplish?
Add source IDs, dates and observed facts. Mark missing evidence explicitly.
Describe the specific task AI would assist, including the user's control.
Describe the simpler rule-based, manual or existing alternative.
Define the outcome, denominator, target and measurement window.
Separate assumptions from evidence. Include cost, feasibility and potential harm.
Name test cases, quality thresholds, human review and fallback behavior.
What is the smallest useful test, with an owner and decision date?
Your structured brief
Live draft# AI product brief Draft assembled from your inputs. No AI analysis or verification performed. ## Customer problem Not provided. ## Target users and job to be done Not provided. ## Evidence and source IDs Not provided. ## Proposed AI role Not provided. ## Non-AI baseline Not provided. ## Success metric Not provided. ## Assumptions, risks and unknowns Not provided. ## Evaluation and guardrails Not provided. ## Next test Not provided.
Keep unfinished work with a JSON text backup, without validation. All raw fields are preserved for reference; automatic import is not available.
When to use, exports and related guides
When to use
When an AI idea needs a clear problem, role for AI and evaluation plan.
What you get
A structured brief with metric, guardrails and next test. Exports: Markdown, JSON backup
More about draft privacy and storage
These tools use browser storage only, with no account, AI API or draft upload. Anyone using this browser profile may see saved drafts. Private browsing or clearing site data may erase them. Do not enter secrets or personal/confidential data. Copying or downloading creates a separate copy you control.
Opportunity–solution tree
About this method
Start from one target outcome, map customer needs (opportunities) with their evidence, then attach candidate solutions and the assumption each test must check. Nothing is generated for you.
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A measurable product or business outcome, not a feature.
Your opportunity tree
Live draft# Opportunity–solution tree Assembled from your inputs. No recommendations were generated and evidence was not verified. ## Target outcome Not provided. ## Context Not provided.
Keep unfinished work with a JSON text backup, without validation. All raw fields are preserved for reference; automatic import is not available.
Preview your work
Target outcome
Add a target outcome
When to use, exports and related guides
When to use
During discovery, before committing to a single solution.
What you get
An opportunity–solution tree with evidence status for every need. Exports: Markdown, JSON backup
More about draft privacy and storage
These tools use browser storage only, with no account, AI API or draft upload. Anyone using this browser profile may see saved drafts. Private browsing or clearing site data may erase them. Do not enter secrets or personal/confidential data. Copying or downloading creates a separate copy you control.
Outcome / OKR planner
About this method
Write an objective, then key results that measure outcomes (behaviour or results), not outputs (things you ship). Progress is calculated only from numbers you enter.
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Your OKR plan
Live draftYour objective
Key results will appear here.
Progress = (current − baseline) ÷ (target − baseline) × 100, clamped to 0–100%.
# Outcome / OKR plan Assembled from your inputs. Progress is calculated locally from the values you entered; it is not verified. ## Objective Not provided. ## Context Not provided. - Owner: Not provided. - Time horizon: Not provided. - Review cadence: Not provided. ## Key results | # | Outcome | Metric | Direction | Baseline | Target | Current | Unit | Progress | Source | |---|---|---|---|---|---|---|---|---|---| Progress = (current − baseline) ÷ (target − baseline) × 100, clamped to 0–100%. Blank current values are shown as not measured, never as zero. ## Guardrail Not provided. ## Planned outputs (not key results) Not provided.
Keep unfinished work with a JSON text backup, without validation. All raw fields are preserved for reference; automatic import is not available.
When to use, exports and related guides
When to use
When setting direction for a quarter or reviewing progress.
What you get
Key results with baseline, target and calculated progress. Exports: Markdown, CSV, JSON backup
More about draft privacy and storage
These tools use browser storage only, with no account, AI API or draft upload. Anyone using this browser profile may see saved drafts. Private browsing or clearing site data may erase them. Do not enter secrets or personal/confidential data. Copying or downloading creates a separate copy you control.
Outcome-based roadmap
About this method
Group initiatives into Now, Next and Later and link each to an outcome. Next and Later are intentionally tentative — this is not a delivery schedule.
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The outcome this roadmap serves.
Your roadmap
Live draft# Outcome-based roadmap Assembled from your inputs. Next and Later are not commitments or dates. ## Direction Not provided. ## Now — In progress or committed for the current cycle. No initiatives. ## Next — Planned, subject to what we learn now. No initiatives. ## Later — Tentative direction — not a committed date. No initiatives.
Keep unfinished work with a JSON text backup, without validation. All raw fields are preserved for reference; automatic import is not available.
Preview your work
Now
In progress or committed for the current cycle.
- Nothing here yet.
Next
Planned, subject to what we learn now.
- Nothing here yet.
Later
Tentative direction — not a committed date.
- Nothing here yet.
When to use, exports and related guides
When to use
When communicating direction without promising fixed dates.
What you get
A visual Now/Next/Later board and a shareable list. Exports: Markdown, CSV, JSON backup
Related playbooks
Glossary
More about draft privacy and storage
These tools use browser storage only, with no account, AI API or draft upload. Anyone using this browser profile may see saved drafts. Private browsing or clearing site data may erase them. Do not enter secrets or personal/confidential data. Copying or downloading creates a separate copy you control.
Decision alignment map
About this method
Clarify the decision, who decides, who contributes and what each person needs to see. Use roles or teams — this maps decision responsibilities, not personalities.
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Your alignment map
Live draft# Decision alignment map Assembled from your inputs. This is a planning aid, not an assessment of people. ## Decision Not provided. - Decision owner: Not provided. - Deadline: Not provided. ## Deciders — Makes the final call None listed. ## Drivers — Runs the decision process None listed. ## Contributors — Provides input and expertise None listed. ## Informed — Told about the outcome None listed. ## Unresolved disagreement Not provided. ## Decision log No entries.
Keep unfinished work with a JSON text backup, without validation. All raw fields are preserved for reference; automatic import is not available.
Preview your work
Decision
Add the decision question
Owner: — · Deadline: —
Decider
Makes the final call
- None yet.
Driver
Runs the decision process
- None yet.
Contributor
Provides input and expertise
- None yet.
Informed
Told about the outcome
- None yet.
When to use, exports and related guides
When to use
When a decision involves several teams or keeps stalling.
What you get
A role map, open disagreements and a decision log. Exports: Markdown, CSV, JSON backup
More about draft privacy and storage
These tools use browser storage only, with no account, AI API or draft upload. Anyone using this browser profile may see saved drafts. Private browsing or clearing site data may erase them. Do not enter secrets or personal/confidential data. Copying or downloading creates a separate copy you control.
Competitor comparison
About this method
Organise your research around the same customer job. Include the current workflow as a baseline. This tool does not browse or verify competitors.
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Summarise the trade-offs, evidence gaps and next research question. Mark opinions and assumptions explicitly.
Your comparison brief
Live draftCSV includes all research fields and comparison notes. Formula-like text is prefixed with an apostrophe for safer spreadsheet imports.
# Competitor comparison User-supplied research; no browsing or verification performed. Blank sources indicate missing evidence. ## Comparison notes Not provided.
Keep unfinished work with a JSON text backup, without validation. All raw fields are preserved for reference; automatic import is not available.
When to use, exports and related guides
When to use
When positioning or deciding where to differentiate.
What you get
An evidence-linked comparison with explicit unknowns. Exports: CSV, JSON backup
More about draft privacy and storage
These tools use browser storage only, with no account, AI API or draft upload. Anyone using this browser profile may see saved drafts. Private browsing or clearing site data may erase them. Do not enter secrets or personal/confidential data. Copying or downloading creates a separate copy you control.
Experiment planner
About this method
Agree the hypothesis, comparison, decision rule and guardrails before you run a test. A target describes an ambition, not evidence of impact.
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If we make this change, which outcome should move, for whom, and why?
Define eligibility, exclusions and allocation to variants.
Describe the specific experience being tested.
Describe what the comparison group receives.
Define the event, denominator or unit, and whether higher or lower is better.
Specify duration, exposure and follow-up. Avoid deciding after a convenient daily result.
Include quality, errors, harm, latency or cost thresholds and who monitors them.
Predefine ship, iterate and stop criteria, including evidence quality and uncertainty.
Use a team or role; you do not need to enter personal details.
Your experiment plan
Live draftPlanned change
Enter valid baseline and target values to see the planned change.
Relative change = (target − baseline) ÷ baseline × 100. For example, 40% → 50% is +10 percentage points and +25% relative change. Values are rounded to six decimals. This does not calculate significance or sample size.
# Experiment plan Draft assembled from your inputs. Targets are planning assumptions, not measured results. ## Hypothesis Not provided. ## Audience Not provided. ## Change / treatment Not provided. ## Control / baseline experience Not provided. ## Primary metric Not provided. ## Measurement window Not provided. ## Guardrails and stop conditions Not provided. ## Decision rule Not provided. ## Owner Not provided. ## Baseline and target Metric type: Percentage (0–100) Baseline: Not provided. Target: Not provided. Add valid baseline and target values to calculate the planned change. Relative change = (target − baseline) / baseline × 100. This planner does not estimate sample size, statistical significance or causal impact. Numeric display is rounded to six decimal places.
Keep unfinished work with a JSON text backup, without validation. All raw fields are preserved for reference; automatic import is not available.
When to use, exports and related guides
When to use
Before launching an A/B test, pilot or staged rollout.
What you get
An experiment plan with planned change calculated. Exports: Markdown, JSON backup
More about draft privacy and storage
These tools use browser storage only, with no account, AI API or draft upload. Anyone using this browser profile may see saved drafts. Private browsing or clearing site data may erase them. Do not enter secrets or personal/confidential data. Copying or downloading creates a separate copy you control.