Table Structures and Columns (Data Types)

Project Overview (Single-row summary table)

• Project Name (Text): Name of the research initiative.
• Status (Dropdown: Pending, Active, Paused, Completed): Real-time project health indicator.
• Founder/PI (Text): Primary researcher or founder responsible.
• Target Outcome (Text): One-sentence hypothesis or goal (e.g., “Validate user preference for AI-based skincare analysis”).
• Total Budget ($, Currency): Approved funding cap.
• Spent to Date ($, Currency): Auto-calculated from Resource Allocation sheet.
• Burn Rate ($/week, Number): Calculated as (Spent / Weeks Elapsed).
• Last Updated (Date): Automatically populated with =TODAY().

Research Tasks (Structured Table)

• ID (Text: T-001, T-002…)
• Description (Text): Clear, concise task statement.
• Type (Dropdown: Literature Review, Survey, Prototype Build, Lab Test, User Interview): Categorizes research methodology.
• Prioritized (Yes/No - Dropdown): Flags tasks for MVP prioritization.
• Assigned To (Text): Team member or external partner.
• Status (Dropdown: Not Started, In Progress, Blocked, Done):
• Estimated Hours (Number): Planned effort.
• Actual Hours (Number): Manually entered post-completion.
• Deadline (Date):
• Milestone Linked (Text: M-01, etc.): Links to Milestones sheet for traceability.
• % Complete (Number, 0–100%): Auto-calculated as: =IF([Actual Hours]>0, [Actual Hours]/[Estimated Hours], 0)

Experiment Log (Structured Table)

• Exp ID (Text: E-01, E-02…)
• Description (Text): Experimental setup and hypothesis.
• Date Conducted (Date):
• Materials Used (Text): Lab supplies, software licenses, tools.
• Variables Changed (Text): Independent variables tested.
• Observations (Text - Multi-line enabled):
• Results Quantified (Number or Text): e.g., “78% success rate”, “No correlation detected”.
• Conclusion (Dropdown: Validated, Rejected, Inconclusive):
• Action Required? (Yes/No): Triggers follow-up task creation.
• Insight Score (1–5 Rating): Subjective but vital judgment of insight value by team.

Resource Allocation

• Name (Text)
• Type (Dropdown: Personnel, Equipment, Software, External Service)
• Cost ($)
• Purchase Date (Date)
• Project Allocation (%): e.g., “60% to Project A”

Milestones & Deadlines

• Milestone ID (M-01…)
• Title (Text)
• Description (Text)
• Target Date (Date)
• <强>Current Status (Dropdown: On Track, Delayed, Ahead, Missed): Auto-calculated using =IF(TODAY()>[Target Date] AND [Completion]%<100%, “Missed”, IF(TODAY()-[Target Date]>-7, “On Track”, …))
• Progress (%): Calculated as average of linked tasks’ % Complete.

Formulas Required

• Total Spent =SUMIFS(Resource Allocation[Cost], Resource Allocation[Project Allocation], “>=10%”)
• Burn Rate = [Total Spent]/WEEKNUM(TODAY())-WEEKNUM([Start Date])
• Task Completion % = Actual Hours / Estimated Hours (if >0, else 0)
• Milestone Status: Nested IF with TODAY() and target date comparison.
• Dashboards use SUMIFS and COUNTIFS to aggregate data across sheets dynamically.

Conditional Formatting

• Red fill: Tasks with status “Blocked” or % Complete = 0 after deadline passed.
• Yellow fill: Milestones marked “Delayed” or experiments with “Inconclusive” results.
• Green fill: Completed tasks and validated experiments.
• Color scale on Insight Score (1–5): Red to Green gradient for quick visualization of insight quality.

User Instructions

This template is designed for lean research teams. Start by filling the Project Overview with your hypothesis and budget. Use Research Tasks to break down your validation strategy into actionable items—prioritize ruthlessly using the “Prioritized” flag. Log every experiment in Experiment Log, even failed ones; they are data points, not failures. Update Resource Allocation as you spend funds or use tools. Link tasks and experiments to Milestones for accountability. Review the Dashboards weekly: they reveal trends in burn rate, insight yield, and progress bottlenecks. This is NOT a bureaucracy tool—it’s your startup’s research compass.

Example Rows

Research Tasks:
T-01 | Survey 50 potential users on pain points | User Interview | Yes | Alex Rivera | In Progress | 20 | 8 | 2024-07-15
T-03 | Build MVP prototype using Python + React Native| Prototype Build| Yes| Priya Mehta| Not Started| 40| 0|2024-08-15

Experiment Log:
E-01 | Test AI model accuracy on 3 skin tone groups | 2024-06-15 | TensorFlow, GPU server | Skin tone input only| Accuracy: 79% for light, 42% for dark| Rejected| Yes| 3

Recommended Charts & Dashboards

The “Dashboards” sheet includes:

• Progress Gantt Chart: Visual timeline of milestones and task durations.
• Burn Rate Trend Line: Weekly spending vs. budget line—alert when crossing 70% threshold.
• Pie Chart: Research Type Distribution: Shows % of effort spent in each methodology (surveys, lab tests, etc.).
• Insight Score Heatmap: Color-coded by experiment ID and insight score—identify high-value experiments.
• Status Summary Tiles: Real-time counters for tasks done, milestones on track, and risks identified.

This Startup Research Management Project Template empowers founders to treat research like a product: measurable, iterative, and outcome-driven. In a world where speed trumps perfection, this Excel template ensures your startup doesn’t just guess—it validates.