Services / Consulting
The right AI and Web3 decisions, before you build.
AI consulting services and Web3 advisory: readiness, architecture and regulatory advice from the team that builds these systems, so products scale securely, not just quickly.
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What we advise on. AI, Web3, compliance and software, from the team that builds these systems.
AI consulting
Readiness, use cases, build versus buy and governance for AI initiatives.
Explore →Blockchain consulting
Architecture, chain choice, custody and smart contract security for Web3 products.
Explore →AI & Web3 strategy
Readiness assessment and roadmap planning before any code is written.
Explore →Regulatory services
Compliance designed into the product: KYC/AML flows, audit trails and controls.
Explore →Token launch advisory
Readiness across tokenomics, governance, contracts and exchange listing technology.
Explore →Software consulting
Architecture review, technical due diligence, project rescue and fractional CTO.
Explore →Regulatory services. Compliance designed into the product, not added after launch.
KYC/AML flow design
Identity verification, screening and monitoring flows designed into onboarding and transactions, as we built into a compliant crypto exchange.
Audit trails
Every sensitive action recorded, so you can show who did what and when.
Access controls
Role-based permissions and approval checkpoints for high-stakes actions.
Data handling
Where data lives, who can see it and how long it is kept, planned before the build.
Regulation-aware token design
Token and governance structures designed with regulatory questions in view, as on our RWA platform work.
Evidence for your counsel
Clear technical documentation your legal and compliance teams can review.
Regulatory services are technical advisory. We work alongside your legal counsel. We do not give legal advice.
Token launch advisory. Get the token, the contracts and the platform ready before launch.
Tokenomics review
Supply, distribution and incentives checked for sustainability, drawing on the 10 token economies we have designed.
Governance design
DAO-ready governance with the safeguards it needs, as we designed for a real-world-asset platform.
Smart contract readiness
A full audit before launch. Our most recent audit launched with zero critical findings.
Exchange and listing technology
Custody, wallets and trading infrastructure, from the team that built a centralized exchange in 20 weeks.
Compliance readiness
KYC/AML and regulatory questions identified early, for your counsel to resolve.
Launch plan
A written readiness checklist covering what must be true before go-live.
Token launch advisory covers readiness. Legal structure and regulatory approvals sit with your counsel.
Software consulting. An experienced engineering view on the system you have, or the one you are planning.
Architecture review
Your system's architecture, scalability and security reviewed, with a written plan of what to change first.
Code and technical due diligence
Code quality and technical risk reviewed, for example before an investment or acquisition. How it works →
Project rescue
We take over or stabilise a stalled or failing build, starting with an honest assessment.
Fractional CTO
Ongoing technical leadership for a founder or small team, without a full-time hire. How it works →
Where our advice comes from. Systems and decisions we have worked through, so the advice is not theory.
Token economies designed
Tokenomics, incentives and governance structures designed for Web3 products.
Transformation strategy
Identify where AI creates value, what to build, what to buy and how to deploy it responsibly.
Tokenization platform experience
Regulation-aware token, governance and product architecture for real-world assets.
Readiness & architecture first
Validate the product, technology, compliance and roadmap before committing to development.
See the work Full-stack AI platform for insurance Research & review assistant AI agent platform Centralized crypto exchange Tokenization platform Smart contract audit & deployment
Not sure if you are ready to build?
How an engagement runs. Four steps, ending in a recommendation you can act on.
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Intake
Understand the specific decision you are trying to make.
Intake notesDone
- The decision to make
- Constraints and timeline
- Who needs to sign off
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Assessment
Readiness, architecture or regulatory review, scoped to that question.
AssessmentDone
- Current state reviewed
- Options compared
- Risks identified
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Recommendation
A clear, honest recommendation, including "do not build this yet" when that is the answer.
RecommendationDone
- Clear recommendation
- Trade-offs explained
- Rough cost and effort
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Handoff or build
A written handoff to your team, or a direct move into a delivery engagement.
Next stepDone
- Written roadmap
- Architecture outline
- Optional delivery plan
Why teams choose us for advice. Advice from people who ship, not a slide deck.
Honest, not sales-driven
We will say "do not build this yet" when that is the accurate read.
Same team, start to finish
The team that assesses readiness is the team that would build it.
Grounded in delivered work
Advice informed by AI and Web3 systems we have shipped, not theory.
Regulation-aware
Compliance considerations are part of the advice, not a separate afterthought.
AI and Web3 under one roof
One team that can compare both, rather than favouring the one it sells.
Clear written output
Every engagement ends with a recommendation you can act on or hand over.
Engagement models. Pick the shape that fits where you are.
Scoped assessment
A focused assessment and written recommendation, with no build obligation.
Same team throughout
The advisory phase moves straight into a project-based or dedicated-team build.
Recurring input
A standing relationship for teams that need regular architecture or regulatory input.
What our clients say.
“Avinya Labs built our full-stack AI solution, delivering scalable infrastructure, optimized AI workflows, and a seamless user experience. Their expertise accelerated our launch and significantly reduced execution risk.”
“Avinya Labs built our AI travel chatbot … A highly capable team that delivers ahead of the curve.”
Guides on this topic. Plain answers to the questions buyers ask first.
Enterprise AI Deployment: Why Projects Stall in Pilot
The eight causes we see most, and a roadmap that gets AI live.
Read the guide → GuideWhat Does a Fractional CTO Do? When to Hire One (2026)
What a fractional CTO owns, and when a startup should hire one.
Read the guide → GuideHow to Choose a Web3 Development Partner: A Checklist
What to check before hiring a blockchain development company.
Read the guide →Consulting FAQs.
Does consulting lead into a development engagement, or is it standalone?
Both are offered. You can take the written recommendation to your own team, or move straight into a build with us.
Can you review an architecture we have already built?
Yes. Architecture review is a standalone engagement, whether or not Avinya built the original system.
How is a consulting engagement scoped and priced?
Per engagement, based on the specific question: a readiness assessment, an architecture review or regulatory advice.
Do you give legal advice on regulation?
No. Our regulatory work is technical: we design compliance into the product and document it. We work alongside your legal counsel. We do not give legal advice.
Have you run a token launch?
We advise on launch readiness, drawing on our tokenomics, governance, audit and exchange work. We have not run a token launch ourselves.
Can you take over a project another team started?
Yes. Project rescue starts with an honest assessment of the code and the plan, then a recommendation to fix, rebuild or continue.
How do you deliver AI consulting services and blockchain consulting services together?
We start from the business decision, then recommend the smallest AI or blockchain build that supports it. Our AI consulting services and blockchain consulting services share one assessment, and AI risk is covered with the NIST AI Risk Management Framework.
Free tool
How ready is your business for AI?
Twenty questions, about four minutes. You get a score across five areas and what to fix first.