The voice behind the work.
An AI-native studio for research & R&D, AI solutions, chatbots, ebooks — built alongside you from idea to ship.
Where the work lands
How we work, in two minutes.
A short look at the studio — who you'd be working alongside, and how an idea becomes something you can ship.
Five capabilities. One studio.
Research, AI systems, and ebooks — shaped around what your work actually needs. Pick any door.
Research Support.
Literature, papers, manuscripts. Alongside you through structure, argument, drafting, and revisions — publication-ready, in your voice.
Explore →One-on-one mentorship.
Strategic direction from specialists who have navigated the exact path you're entering. Honest, specific, no-fluff.
Explore →Extraordinary ability.
Evidence strategy, narrative framing, and full material preparation for your EB-1A petition.
Explore →Chatbots & assistants that ship.
One team. One system. You own the code, the prompts, and the models — at handoff.
Explore →The book inside, brought out.
For founders, executives, and thinkers. Voice-true, publication-ready, under your name.
Explore →Built alongside you, from the first idea to what you ship.
Real over fast. Voice stays yours. Honest scope. Research-backed. Four things we won't compromise on, ever.
Begin a conversation →What the work actually does.
Papers that get cited.
Six peer-reviewed papers across MLSys, The Lancet, ISR, JMIS, and more — click any to verify on Google Scholar.
"Submitted and accepted on the first attempt. They knew exactly which journal to target, how to frame the contribution for reviewers, and how to handle the revision comments. Best decision I made for my research."
"Rough notes to IEEE-ready in 8 weeks. The writing was entirely in my voice from start to finish — I didn't need to rewrite a single paragraph. They understood the technical side without me explaining it twice."
"Three papers, two conference acceptances. They understood the depth of the work and knew when to push back on framing — which made the final versions considerably stronger."
Before you ask.
What does Anvoxa actually build?+
Who owns the work when it ships?+
Do you provide legal advice for EB-1A, O-1A, or NIW petitions?+
Where does the research work land?+
How does an engagement start?+
How does pricing work?+
The research partner you always needed.
From EB1A documentation to deep academic research and expert guidance — we stand beside you at every stage of the work you want to see published.
Four arms. One commitment.
Where we do our best work.
Our core depth is in engineering and applied sciences — but our research guides and supporting writers have covered every major discipline across IEEE, Elsevier, Springer, and ACM.
From rough notes to published.
Ready to begin your research journey.
Tell us where you are. We'll take it from there.
The research partner you always needed.
From systematic literature reviews to full manuscript drafting — we stand alongside you at every stage of the work, writing in your voice for publication in your name.
From first draft to final submission.
Where we work.
Let's get the paper written.
Tell us where the work is and where you want it to go.
Guidance that compounds.
One-on-one mentorship from specialists who have navigated the exact path you're entering. Honest, specific, no-fluff direction for researchers who want a deliberate career.
Guidance that compounds.
If this is you.
Ready for honest direction.
No pitch, no template. Just a real conversation about the work and where it should go next.
Extraordinary ability documentation.
Comprehensive documentation support for the EB-1A extraordinary ability visa — evidence strategy, narrative framing, and complete material preparation for a petition that stands out.
The ten criteria, built strong.
USCIS evaluates EB-1A petitions against 10 criteria. We help you identify, document, and present the strongest possible evidence for each one that applies to you.
The full package.
We produce documentation, narrative, and evidence packages. We work alongside immigration attorneys — we do not provide legal advice. The combination of strong writing and expert legal counsel gives petitions the best chance.
A strong EB-1A petition is built over months, not days. Come to us early — before you need to file.
What a winning petition looks like.
Every component we produce is attorney-ready, USCIS-formatted, and cross-referenced. Here is what goes into a complete package.
Four phases. Quantified exits.
Niche fixed in one line · LinkedIn rebuilt to the niche formula · IEEE + ACM joined, 2 volunteer roles started · reviewer registrations ×8–10 · Q3 paper #1 submitted (your sample, upgraded, may take this slot) · 10-professor outreach live · Evidence Vault + master log stood up.
Q2 conference #1 presented · journal manuscript #1 in review · patent delta identified, prior-art search done, Indian provisional filed · guest lectures ×2 · hackathon #1 judged · gatekept articles ×2 · 6–10 cumulative reviews.
Journal #1 accepted · journal #2 in review · complete patent specification + examination requested · book chapter #1 in press · first top-tier industrial talk · session-chair / TPC role secured · 15–25 reviews · awards + media pipelines opened.
Professor paper published + signed certification letters · IEEE Senior Member applied → won · 1–2 awards, 2–3 media items · citation audit complete · letters ×5–8 signed · U.S. counsel engaged · petition skeleton handed over from the master log.
Build your case early.
The strongest petitions are built over time. Tell us where you are and we'll map the gaps together.
Extraordinary ability, without the wait.
Comprehensive documentation support for the O-1A nonimmigrant visa — the same evidence-driven approach as EB-1A, built for people who need to be working in the U.S. now, not in two years.
The eight criteria, built strong.
USCIS evaluates O-1A petitions against 8 criteria — the same evidentiary style as EB-1A, at a comparatively lower bar. A single major, internationally recognised award can also qualify you outright. We help you identify, document, and present the strongest possible evidence for each criterion that applies to you.
The full package.
We produce documentation, narrative, and evidence packages. We work alongside your immigration attorney or the agent/employer filing on your behalf — we do not provide legal advice.
O-1A is employer- or agent-sponsored, not self-petitioned — we prepare your materials, they file Form I-129 with USCIS.
What's inside, step by step.
A typical O-1A engagement runs far shorter than a green card case. Here's what each stage covers.
Weeks, not years.
Every case is different, but here's an illustrative shape for a candidate with a reasonably strong starting profile.
Criteria-by-criteria gap analysis · document request list issued · peer group / labour organisation identified for the advisory opinion · major-award shortcut checked · draft outline of the narrative arc.
Expert reference letters drafted and circulated for signature · peer-group advisory opinion requested · evidence exhibits collected and labelled · first full narrative draft.
Full exhibit index built · petition package cross-referenced to the narrative · employer / agent and attorney review pass · revisions incorporated.
Form I-129 filed by employer or agent · premium processing option flagged where useful · RFE support on standby · renewal timeline noted for future cycles.
Ready to move faster.
The O-1A doesn't wait for a green card queue. Tell us about your role and timeline, and we'll map what's realistic.
Self-petition, no employer required.
Comprehensive documentation support for the EB-2 National Interest Waiver — evidence, narrative, and expert letters built around the three-prong Dhanasar test, for professionals who want a green card without a job offer.
Three prongs, built strong.
USCIS evaluates every NIW petition under the Dhanasar framework. Publications and patents aren't required by name — but we use them, along with letters and citation data, as the proof behind each prong.
The full package.
We produce documentation, narrative, and evidence packages. We work alongside your immigration attorney — we do not provide legal advice.
NIW is self-petitioned on Form I-140 — no employer or job offer needed. You must first qualify for the underlying EB-2 category: an advanced degree, or a bachelor's plus five years of progressive experience, or exceptional ability.
What's inside, step by step.
Quality beats quantity with NIW — a tightly argued case against all three prongs outperforms a large, unfocused evidence file.
Built around your endeavour.
Every case is different, but here's an illustrative shape for building a Dhanasar-ready file.
Proposed endeavour statement drafted and stress-tested · EB-2 baseline confirmed (degree / experience / exceptional ability) · national-importance angle identified · evidence inventory against all 3 prongs.
Citation and patent landscape compiled · independent expert letters secured · media / industry-data evidence for national importance · progress evidence toward Prong 2.
Full narrative drafted prong by prong · waiver-balancing argument written for Prong 3 · attorney review pass · exhibit index cross-referenced to the narrative.
Final package assembled and indexed · Form I-140 filed, self-petitioned · premium processing option flagged where available · RFE support on standby.
Make the case, yourself.
No employer required. Tell us about your work and we'll map the gaps against all three prongs.
Strategic roadmaps for your journey.
Where to publish, how to build a body of work, what to prioritise next. Long-term strategic guidance that compounds — for researchers who want a deliberate career, not an accidental one.
Deliberate, not accidental.
Start with a conversation.
Earn the next
conversation.
We have worked quietly alongside researchers, students, and technical teams — as guides and supporting writers for people who had something worth publishing.
Intelligent systems that ship.
Chatbot, assistant, and automation — built as one system, by one team, under one contract. You own the code, the prompts, the models. No vendor lock-in, no dependency, no ongoing licensing.
One team. One system.
We build the full stack — from model selection and prompt engineering to deployment and handoff. No assembly of vendors.
The stack we work with.
We select the right tools for each job — no dogma about any single vendor or framework.
From brief to handoff.
Ready to build something that ships.
Describe the problem. We'll come back with an honest assessment of what it would take.
Model-agnostic, by design.
We build with whichever model is right for your task, your data, and your budget — frontier or open-weight, hosted or self-managed. No dogma about any single vendor, and you own the configuration at handoff.
The models leading today.
The frontier reshuffles most months. We stay current on all of it, so your project always runs on each lab's current generation — not whatever was best when we started.
Run it inside your own walls.
The same sovereign, self-hosted approach behind our multi-cloud infrastructure work — open-weight models we deploy entirely inside your own environment, with no data ever leaving your servers.
Every type of model, in one place.
Different problems need different kinds of model. Here's the full map of what we build with — from general-purpose LLMs down to the specialised components that make production systems reliable.
Beyond text-in, text-out.
Most real systems need more than one kind of model working together.
Evidence, not brand loyalty.
We don't sell you a model — we sell you the outcome. No dogma about any single vendor or framework, in line with everything else we ship.
You own the prompts, configs, fine-tunes, and code at handoff — the same no-lock-in terms as our chatbot and automation work.
The roadmap, in the open.
The model landscape shifts most months. Rather than freeze this page, here's how we're actively expanding what we cover — and what's already live today.
Frontier and open-weight model integration · RAG pipeline design · fine-tuning · deployment and handoff · cost & latency estimates on every recommendation. Not a roadmap item — this is what we deliver today.
An evaluation harness clients can run against their own data, so a model recommendation comes with visible scores — accuracy, cost, latency — instead of a general reputation.
A cost-and-latency routing layer that sends simple requests to a cheap, fast model and hard ones to a frontier model automatically, plus packaged options for managed private / on-prem hosting.
Domain-tuned models for the fields we already work in daily — research and publishing, visa documentation, ebook writing — trained on patterns from our own delivered work.
Tell us what you're building.
Bring your use case, your data, and your constraints — we'll tell you honestly which model fits, and why.
The book inside, brought out.
For founders, executives, and thinkers who have something worth saying. Human-led, research-deep, publication-ready — in your voice, under your name.
Two formats. One standard.
A publication-ready ebook — 20,000 to 60,000 words, structured for your audience, written in your voice, with full research and editing support.
- Research & source gathering
- Chapter-by-chapter outlines
- Full manuscript drafting
- Voice matching & editing
- Publication-ready formatting
- Cover copy & positioning
A focused, high-value ebook — 5,000 to 20,000 words — built around a single insight, framework, or argument. Designed to be read and shared.
- Core argument development
- Framework or model creation
- Research-backed content
- Narrative structure
- Distribution-ready output
- Companion assets if needed
How the book gets written.
yours. Always.
The book reads like you wrote it because the thinking is yours. We guide, support, draft, and revise — we never overwrite. If it doesn't sound like you, we haven't finished.
Four things we won't compromise on.
The book has been inside long enough.
Tell us the idea. We'll tell you honestly whether it has a book in it — and what it would take to bring it out.
Begin a conversation.
No pitch, no template — just an honest conversation about the work. We reply within two working days.
A paragraph describing where the work is and what you need is enough to start. We reply within two working days.
+91 62918 81019
Terms of
Service
These Terms of Service (the "Terms") constitute a legally binding agreement between you ("you" or the "User") and Anvoxa ("we", "us", or "our"), a remote-first studio founded in 2026, governing your access to and use of our website, platform, and related services (the "Services").
01.Definitions
In these Terms, unless the context requires otherwise:
- "Account" means the account you create to use certain features of the Services.
- "Content" means all text, data, information, software, graphics, and other materials available through the Services.
- "User Content" means any information or materials you submit, upload, or transmit through the Services.
- "Engagement" means a specific paid scope of work agreed separately in writing between you and Anvoxa.
- "Applicable Law" means all laws, regulations, and rules applicable to the Services or to a party's use of them.
02.Acceptance and eligibility
By using the Services, you represent and warrant that: (a) you are at least 18 years of age; (b) you have the legal capacity to enter into a binding contract under Applicable Law; and (c) you are not barred from using the Services under any Applicable Law.
If you use the Services on behalf of a company or other legal entity, you represent that you are authorised to bind that entity to these Terms.
The Services are not directed to children. We do not knowingly collect personal data from any person under 18 years of age. If you believe a minor has provided us with personal data, please contact us immediately.
03.The Services
Anvoxa is an AI-native studio providing research and R&D, artificial-intelligence solutions, conversational and chatbot systems, intelligent ecosystems, and related engineering and advisory services. The precise scope, deliverables, timelines, and commercial terms of any Engagement are set out in a separate written agreement, which prevails over these Terms to the extent of any conflict.
Our public website and introductory materials are provided for general informational purposes only and do not constitute an offer, a service commitment, or professional advice.
Where the Services use artificial intelligence or automated systems, you acknowledge that such systems are probabilistic and may produce inaccurate or incomplete output. You are responsible for independently reviewing and validating any AI-generated output before relying on it.
04.Accounts and registration
Certain features require you to register for an Account. When you do, you agree to: provide accurate, current, and complete information; keep your login credentials confidential; be solely responsible for all activity under your Account; and notify us promptly at hello@anvoxa.com of any unauthorised use.
We reserve the right to suspend, restrict, or terminate any Account we reasonably believe has been used in violation of these Terms or Applicable Law.
05.Acceptable use
You agree that you will not, and will not permit any third party to:
- use the Services in violation of any Applicable Law or third party's rights;
- access any account, system, or area you are not authorised to access;
- interfere with, disrupt, or impose an unreasonable load on the Services;
- introduce any virus, malware, or harmful code, or attempt to probe or test the vulnerability of our systems;
- reverse engineer, decompile, or attempt to derive the source code of any part of the Services;
- copy, scrape, harvest, frame, or republish any part of the Services without our prior written consent; or
- use any automated means to access the Services in a manner that sends more requests than a human could reasonably produce.
06.User content and submissions
You retain all ownership rights in your User Content. By submitting User Content, you grant Anvoxa a non-exclusive, worldwide, royalty-free licence to host, store, process, and use that User Content solely as necessary to operate and improve the Services and to respond to you.
You represent and warrant that your User Content is accurate, does not infringe any third party's rights, and does not violate any Applicable Law. We may remove or disable access to any User Content that we reasonably believe violates these Terms.
07.Intellectual property
The Services and all Content (other than User Content), including the Anvoxa name, logo, branding, design, text, graphics, and underlying software, are owned by Anvoxa or its licensors and are protected by intellectual-property laws. No right, title, or interest in or to the Services or Content is transferred to you except as expressly stated in these Terms.
Anvoxa grants you a limited, non-exclusive, non-transferable, revocable licence to access and use the Services for your own internal or personal purposes. Ownership of intellectual property created under a paid Engagement is governed by the separate written agreement for that Engagement.
08.Feedback
If you provide us with any suggestions, ideas, or feedback regarding the Services, you grant Anvoxa a perpetual, irrevocable, worldwide, royalty-free licence to use and incorporate that feedback for any purpose, without any obligation or compensation to you.
09.Third-party services
The Services integrate with or rely upon third-party services — for example, Google for authentication, and our hosting, database, and communications providers. Your use of any third-party service is subject to that party's own terms and privacy policy. Anvoxa is not responsible for the acts or omissions of any third-party service provider.
10.Fees and paid engagements
Access to the public website is currently provided free of charge. Where the Services include a paid Engagement, the applicable fees, payment schedule, taxes, and refund terms will be set out in the separate written agreement for that Engagement. Unless that agreement states otherwise, fees are exclusive of applicable taxes. We may introduce or change fees for any part of the Services on reasonable prior notice.
11.Privacy and data protection
Our collection and use of personal data in connection with the Services is described in our Privacy Policy, which forms part of these Terms. By using the Services, you acknowledge that you have read the Privacy Policy and consent to the processing of your personal data as described in it. We aim to handle personal data in accordance with applicable data-protection laws, including India's Digital Personal Data Protection Act and, where relevant, the GDPR and CCPA/CPRA.
For any privacy-related question or complaint, you may contact our grievance / data-protection contact at hello@anvoxa.com.
12.Confidentiality
In the course of an Engagement, either party may disclose non-public information that is designated as confidential ("Confidential Information"). Each party agrees to protect the other's Confidential Information with at least reasonable care, to use it only as necessary to perform under these Terms or the relevant Engagement, and not to disclose it to third parties except as permitted in writing or as required by Applicable Law.
13.Availability and modifications
Anvoxa is an early-stage studio and the Services are evolving. We may at any time add, modify, suspend, or discontinue any part of the Services without liability. We will use reasonable efforts to keep the Services available but do not warrant that they will be uninterrupted, timely, secure, or error-free.
14.Disclaimers of warranties
The Services and all Content are provided "as is" and "as available", without warranties of any kind, whether express, implied, or statutory.
To the fullest extent permitted by Applicable Law, Anvoxa disclaims all warranties, including any implied warranties of merchantability, fitness for a particular purpose, title, and non-infringement. Some jurisdictions do not allow the exclusion of certain warranties — where that is the case, the exclusions apply only to the extent permitted by Applicable Law.
15.Limitation of liability
To the fullest extent permitted by Applicable Law:
- Anvoxa and its founders, employees, contractors, and affiliates will not be liable for any indirect, incidental, special, consequential, exemplary, or punitive damages, or for any loss of profits, revenue, data, goodwill, or business opportunities; and
- Anvoxa's total aggregate liability will not exceed the greater of (a) the total amount you paid to Anvoxa in the twelve months preceding the event, or (b) ₹10,000 (Indian Rupees ten thousand).
Nothing in these Terms excludes liability that cannot be excluded under Applicable Law, including liability for fraud or for death or personal injury caused by negligence.
16.Indemnification
You agree to defend, indemnify, and hold harmless Anvoxa and its founders, employees, contractors, and affiliates from and against any claims, liabilities, damages, losses, and expenses arising out of or in any way connected with: (a) your access to or use of the Services; (b) your User Content; (c) your breach of these Terms; or (d) your violation of any Applicable Law or third-party right.
17.Term and termination
These Terms apply from the moment you first access the Services and continue until terminated. You may stop using the Services and close your Account at any time. We may suspend or terminate your access if you breach these Terms, if required by Applicable Law, or if we reasonably determine it is necessary to protect the Services or other users.
Upon termination, your right to use the Services ends immediately. Provisions that by their nature should survive termination — including Sections 6 to 9 and 12 to 20 — will survive.
18.Governing law and dispute resolution
These Terms are governed by and construed in accordance with the laws of India, without regard to its conflict-of-law principles.
The parties will first attempt in good faith to resolve any dispute informally. If not resolved within thirty (30) days, either party may refer the dispute to arbitration by a sole arbitrator under the Arbitration and Conciliation Act, 1996. The seat and venue of arbitration shall be Kolkata, India, and proceedings shall be conducted in English.
Subject to any rights you may have under mandatory local law, the courts at Kolkata, India shall have exclusive jurisdiction over any dispute not resolved by arbitration.
19.Changes to these Terms
We may revise these Terms from time to time. When we do, we will update the "Last updated" date at the top of this page. Your continued use of the Services after the revised Terms take effect constitutes your acceptance of the changes.
20.General provisions
Entire agreement
These Terms, together with our Privacy Policy and any applicable Engagement agreement, constitute the entire agreement between you and Anvoxa regarding the Services.
Severability
If any provision of these Terms is held to be invalid or unenforceable, that provision will be limited to the minimum extent necessary, and the remaining provisions will remain in full force and effect.
No waiver
Our failure to enforce any right or provision of these Terms will not be deemed a waiver of that right or provision.
Assignment
You may not assign or transfer these Terms without our prior written consent. We may assign these Terms freely, including in connection with a merger, acquisition, or sale of assets.
Force majeure
We will not be liable for any failure or delay in performance caused by circumstances beyond our reasonable control.
Notices
We may provide notices through the Services or to the contact details associated with your Account. You may send notices to us at hello@anvoxa.com.
21.Contact us
If you have any questions, concerns, or requests regarding these Terms, please contact us:
Privacy
Policy
This Privacy Policy explains what personal data Anvoxa ("we", "us", "our") collects when you use our website and services (the "Services"), how we use it, who we share it with, and the choices you have. It forms part of our Terms of Service.
01.Data we collect
- Enquiry details — when you submit the contact form: your name, email, phone (optional), country (optional), the service you're interested in, and anything you write in your message.
- Account details — when you sign in with Google: your name, email address, and profile picture, provided to us through Google Firebase Authentication.
- Session & security data — device information and IP address associated with sign-in sessions, used to secure your account and detect misuse.
- Usage analytics — we use Umami, a privacy-focused, cookie-less analytics tool that collects aggregated, anonymised page-view data. It does not track you across sites or build a profile of you.
02.How we use your data
- To respond to your enquiries and provide the Services you request.
- To create and secure your account, and keep you signed in safely.
- To understand, in aggregate, how the website is used so we can improve it.
- To meet legal obligations and enforce our Terms.
We do not sell your personal data, and we do not use it for third-party advertising.
03.Where your data lives
We rely on a small set of processors to run the Services:
- Supabase (PostgreSQL database) — stores enquiries, accounts, and session records.
- Google Firebase — handles authentication when you sign in with Google.
- Railway — hosts our application servers.
- Twilio — delivers SMS verification codes where phone verification is used. Codes are managed by Twilio and never stored in our database.
- Google Fonts & CDNs — fonts and some scripts load from third-party servers, which receive your IP address as a technical necessity of serving the file.
Each provider processes data under its own terms and safeguards. Data may be processed in regions outside your own; we choose reputable providers with appropriate protections.
04.How long we keep it
Enquiries are kept for as long as needed to handle the conversation and any engagement that follows. Account data is kept while your account is active. Sign-in sessions expire automatically and are revoked when you log out. You can ask us to delete your data at any time (see Section 6).
05.Cookies & local storage
We do not use advertising or tracking cookies. When you sign in, authentication tokens are stored in your browser's local storage so you stay signed in; they are removed when you sign out. Our analytics (Umami) is cookie-less.
06.Your rights
Depending on where you live — including under India's Digital Personal Data Protection Act, the GDPR, and the CCPA/CPRA — you may have the right to access, correct, export, or delete the personal data we hold about you, and to object to or restrict certain processing.
To exercise any of these rights, email us at hello@anvoxa.com. We respond to verified requests within a reasonable time and never charge for a reasonable request.
07.Children
The Services are not directed to children and we do not knowingly collect personal data from anyone under 18. If you believe a minor has provided us with personal data, contact us and we will delete it.
08.Changes to this policy
If we change this policy, we will update the "Last updated" date above. Material changes will be flagged on the website. Continued use of the Services after a change means you accept the updated policy.