The operating system
for startup evaluation.
Timelined gives incubators, accelerators, funds, and innovation programs to screen, research, and score 1000s of applicant in just few hours not weeks. Your committee makes the call.
- AI screening interviews
- 100+ sources per startup
- 15-section decision packet
- Humans make the final call
Timelined · Institutional dashboard
Spring ’26 Accelerator Cohort A
Invited
142
Screening
87
Deep research
41
Startup
Sector
Stage
Score
Verdict
Built for the institutions that back startups
Application volume is growing.
Review capacity isn’t.
Institutions that evaluate startups face the same three walls and most still climb them with spreadsheets, shared inboxes, and heroic analysts.
500 applications. 25 seats.
Every cohort, grant call, and fund pipeline receives far more applications than any team can review by hand. Manual review is slow, expensive, and punishes whoever applied last.
Same startup. Three verdicts.
Different reviewers score the same startup differently — different numbers, different recommendations, different readings of risk. The framework drifts with every desk it crosses.
Spreadsheets. Forms. Inboxes.
Collection, screening interviews, research, diligence, scoring, shortlists, and acceptance emails — stitched together by hand across a dozen disconnected tools.
One platform.
Two surfaces.
Institutions run the evaluation. Founders move through it. Timelined is the infrastructure between them & every applicant, every stage, every decision in one place.
Surface 01 — For your team
Institutional Dashboard
For incubator administrators, program managers, analysts, associates, and loan officers. Run cohorts, track applicants, and move from longlist to decision without leaving one screen.
- Create cohorts and invite applicants
- Track every stage — invited to decided
- Review scores, reports, and rankings
- Shortlist, accept, reject, notify
Applicant tracking — Cohort A
Surface 02 — For founders
Startup Evaluation Engine
Founders are invited by your institution and complete a structured evaluation journey — a real assessment, not another application form.
- Five-question founder onboarding
- Initial research across 100+ sources
- Adaptive AI screening interview
- Deep research, scoring, and report
AI screening interview
Q4 of 6Timelined
Your closest competitor raised a Series A last quarter. What do they get wrong about the problem?
Founder
They sell to hospital systems top-down. The buying decision actually lives with the lab director…
The workflow is the product. The report is the output. The decision stays human.
From application to decision,
one pipeline.
Every applicant moves through the same structured journey. The workflow adapts to the startup — idea-stage founders and revenue-stage companies don't get the same evaluation.
Founder onboarding
Five core questions establish the startup context — what they're building, for whom, against what, at what stage, with what proof.
Initial research
Timelined sweeps 100+ public sources to build preliminary context on the market, the category, and the claim — before anyone is interviewed.
AI screening interview
An adaptive interview that mimics institutional screening — 5–6 dynamic questions generated from founder responses and research context.
Early-stage evaluation
Students · idea-stage · prototype · incubation applicants
- Market analysis & TAM / SAM / SOM
- Competitive landscape & industry research
- Risk and opportunity analysis
- Startup scoring across dimensions
Advanced evaluation
Incorporated · fundraising · venture debt · loan applicants
- Statements, revenue, balance sheets, cash flow
- Financial health & growth trends
- Risk indicators & sustainability metrics
- Everything in Path A, on top
Both paths end the same way — a committee-ready evaluation report, delivered to your dashboard.
Scored · Cited · VersionedNot a summary.
A decision-support due diligence report.
Fifteen sections, every claim labeled by source, every score traceable to evidence. Built for committees — designed to be argued with, overridden, and defended.
Contents — every Timelined report
- 01Cover & evaluation metadata
- 02Institutional executive summary
- 03Dimension scorecard
- 04Top strengths & risks
- 05Founder–idea fit assessment
- 06Market wedge analysis
- 07Risk detail by dimension
- 08Kill criteria & pivot triggers
- 09Validation experiments
- 10Reviewer rubric & human override
- 11Full research report
- 12Regulatory & legal flags
- 13Methodology & limitations
- 14Bibliography & evidence trail
- 15Scoring framework
The report distinguishes researched evidence, Timelined analysis, and unverified founder claims — and states plainly what it cannot assess.
Startup evaluation report
Verdant Grid
Climate · Pre-seed · Cohort A · v1.2
Executive verdict
Advance with conditions
7.8
Composite
Understand the whole pool,
not just one startup.
Every evaluation feeds cohort-wide analytics — so program decisions are made on the shape of the entire applicant pool, not a stack of PDFs.
0
Applicants evaluated
One cohort, one framework
0
Sectors mapped
Distribution across the pool
0%
Advance band
Top of the scoring framework
0%
Completion rate
Founders finish the journey
Sector distribution — Cohort A
Also in every cohort view
- Innovation rankings & top-percentile startups
- Risk distribution across the applicant pool
- Application completion & drop-off rates
- Founder demographics & market trends
Timelined evaluates.
Your committee decides.
Timelined does not make funding, lending, or incubation decisions. It does the research, scoring, and orchestration that supports them — and gives your reviewers the controls to override every number.
Evidence labels on every claim
Founder / Web / AI / Human — the report never blurs researched evidence with unverified founder claims.
Kill criteria & validation experiments
Explicit, time-bound failure conditions and ranked, costed experiments — vague risk becomes testable thresholds.
Methodology & limitations, stated
Every report says what Timelined cannot assess — no audit-grade projections, no replaced legal or financial diligence.
Bibliography & evidence trail
A full source list behind every assessment, so reviewers can inspect the evidence base — not trust a black box.
Reviewer rubric — human override layer
Verdant Grid · Committee review
Dimension
Timelined
Committee
Weeks of analyst work.
Done in hours.
80–90%
Screening time saved
Versus fully manual review
100+
Sources per startup
Swept before the first interview
150+
Validations per report
Across every scored dimension
“This reduces 90% of our initial work. This is something we need in our workflow.”
Ready when your next intake opens
Run your next cohort
on Timelined.
Whether you screen 50 applications a year or 5,000 — one workflow, one framework, and a decision-support packet for every startup that applies.