About this free AI tool
TKCORE AI lists this as a free tool in the directory: overview, use cases, a short tutorial, and FAQs—plus links to related tools and blog guides.
TKCORE AI Summarizer compresses long articles, reports, meeting notes, and research into executive bullets or short prose—at the depth you choose. Paste source text, specify bullet vs paragraph format, length cap, and what to preserve (dates, numbers, names), then edit the summary before you share it.
Analysts, PMs, and students use summarizers to read less and decide faster. This page keeps summary instructions in the form—focus, format, and fidelity rules—so you do not retype them in chat every time.
Features
- Depth control — one-sentence takeaway, executive bullets, or medium prose summary.
- Fidelity reminders — ask to preserve dates, dollar amounts, and proper nouns verbatim.
- Multi-model choice — compare compression styles across DeepSeek, Qwen, Kimi, and more.
- Editable output — fix missed facts in the preview before Slack or email send.
- Pair with rewriters — summarize, then tighten tone on Paragraph Rewriter.
When to use it
- Executive briefings — 5-bullet summary + one-line takeaway for leadership.
- Research triage — decide which whitepapers deserve a full read.
- Meeting notes — compress raw transcripts into decisions and action items.
- Student study — chapter summaries with definitions preserved.
- Support escalations — shorten long ticket threads for tier-2 handoff.
Problems, value, and outcomes
Problems it helps solve: 40-page PDFs nobody reads, or chat summaries that invent numbers. Value: explicit “preserve verbatim” instructions plus human review—faster than manual highlighting.
How it works
- Paste source text — or the longest excerpt that fits the box; split very long docs into parts.
- Specify output shape — bullets, word cap, and must-keep entities in your brief.
- Generate — scan for missing dates, names, or inverted conclusions.
- Edit — add links to source sections stakeholders should still read.
Example outcome
Example: a PM pastes a vendor security PDF, requests five bullets and a one-sentence risk takeaway, verifies SOC2 dates manually, and posts the summary to #security-review.
Examples
Prompt example
Paste article. Output: 5 bullet executive summary + one-sentence takeaway; keep all dates, dollar amounts, and product names verbatim; ≤120 words total.
Expected output
Dense bullets with preserved numbers and a clear takeaway line—no new claims not in the source.
Reusable templates
Executive summary brief
Source: [paste]. Format: [bullets/prose]. Max length: [words]. Preserve verbatim: [dates, $, names]. Focus: [decisions/risks/open questions].
Accuracy check
Cross-check every number and date against source; flag anything the model added; link to original sections for auditors.
FAQ
- Will the summarizer invent facts?
- Models can hallucinate—especially on numbers. Always verify dates, statistics, and names against the source before you share.
- How long can my input be?
- Paste what fits the instruction box; for very long documents, summarize section by section and merge manually.
- Bullets or paragraphs?
- State your preference in the brief. Bullets work well for exec updates; short prose for newsletters.
- Can it summarize meeting transcripts?
- Yes—ask for decisions, owners, and deadlines explicitly. Redact sensitive names if needed before paste.
- Is this a free AI summarizer?
- TKCORE lists this page as a free tool in the browser; API limits depend on your connected account and deployment settings.