Fix what is clearly broken.
Spelling, grammar, and punctuation corrections stay inside a narrow edit budget. Optional consensus passes filter one-off model choices.
Meaning protected. Edits bounded. Review transparent.
Proofread the obvious. Smooth the awkward. Rebuild the structure. TextVeil shows its work and withholds edits that cross your quality limits.
Choose the edit boundary
You decide how far the model may move. Every route checks names, numbers, citations, URLs, code, and the terms you lock.
Spelling, grammar, and punctuation corrections stay inside a narrow edit budget. Optional consensus passes filter one-off model choices.
Paragraph-level edits improve cadence and clarity while preserving claims, sequence, voice, and approximate length.
TextVeil extracts the source claims first, then drafts a new structure. The result always stays visibly marked for meaning review.
Claims, names, numbers, links, citations, code, and locked terms become the edit boundary.
The selected model receives a mode-specific brief. Detector labels never enter the prompt.
Edit size, source coverage, protected facts, length, and optional semantic checks are evaluated.
Usable edits include review flags. Rejected and unchanged outputs consume no credits.
A bounded edit can remove stiff wording without changing the point.
The product launch was delayed due to several unexpected implementation issues that were encountered by the engineering team. The team is currently working to resolve these issues before a new launch date is announced.
The engineering team delayed the product launch after encountering unexpected implementation issues. It is resolving them now and will announce a new launch date when the work is complete.
Evidence before adjectives
Seven API models and 306 offline candidates narrowed the field on quality, cost, and latency. A staged Pangram 4.0 diagnostic then found no detector change. We publish both results.
DETECTOR CLAIM: NOT ESTABLISHED
The actual product
Bring a draft, choose the boundary, and compare the result with the source. Credit cost and review status stay visible throughout.
OPEN THE LIVE EDITOR
Not another "AI rewriter" that turns your thesis into a TikTok caption. This is surgical.
Every candidate is checked for edit size, length drift, source coverage, names, numbers, protected spans, and story drift before it reaches you.
Start with Qwen for the pilot quality/cost balance, choose DeepSeek for lower cost, or use Claude as the closed-model alternative.
Presets for novels, biographies, school books, casual notes, email, speeches, news, business, technical docs, legal copy, marketing, and scientific writing. Each type uses a matching syntax bank so a lab note does not wake up on a dusty road.
Lock the terms that must survive unchanged. The quality gate compares protected values and withholds candidates that alter them.
Pro and Agency users can issue named, revocable API and MCP credentials. Access is checked against the current subscription on every request.
The beta enforces a 50,000-character request limit. Review and process larger documents in meaningful sections.
Vercel #14 Stripe Fraud Ops Google AI Platform Palantir FDE
I built this because I was spending 6–9 hours a week manually injecting domain expertise into AI agent context windows. The bottleneck was never the model. It was the knowledge. So I stopped being a copy-paste API and built the infrastructure layer instead. 5,900+ skills shipped. 37 domains covered. Still drinks cold coffee at 3 AM. Still ships on Fridays.
READ THE FULL LOREMonthly editing credits. One credit covers up to 100 source words; actual requests are capped at 50,000 characters.
Seven model arms produced 306 latest offline candidates across proofreading, unchanged-text, mixed-provenance, and owner-authored AI controls.
— reproducible model sweepQwen3.8 27B, DeepSeek V4 Flash, and Claude Sonnet 5 formed the detector-blind quality, cost, and latency frontier.
— offline Pareto screenThe staged AI-source Pangram diagnostic was also a null result: all five sources and all 15 finalist assignments remained 100% AI, including nine unique edited outputs.
— Pangram 4.0 staged paired diagnostic, n=5 sourcesThe sealed evaluation remains closed until genuine false-positive controls, consented mixed drafts, and blinded human ratings are collected.
— published no-go readiness reportWhat shipped. When. No fluff.
Loading release notes…
The cleanup crew. Four parts, sourced, not polite.
Checking for the latest published notes…
Anthropic’s $1.5B book settlement, Menlo’s Pangram check, Claude’s invisible watermark. Same month. The writer pays every window.
Then you pay to look human. Institutions bought the fear. The person at the keyboard bought the alibi.
Invisible SynthID, no opt-out, private detector. They say it doesn’t change your rights under the terms.