Services / Consulting
The right AI and Web3 decisions, before you build.
Readiness, architecture and regulatory advice from the team that builds these systems, so products scale securely, not just quickly.
What we advise on. Eight practices across AI, Web3 and compliance.
AI & Web3 strategy
Readiness assessment and roadmap planning before any code is written.
Explore →AI readiness assessment
Check whether AI is the right tool for a specific workflow before committing to a build.
AI roadmapping & architecture
Plan the system boundary and integration points ahead of development.
Blockchain architecture review
An independent review of an existing or proposed Web3 architecture.
Technology evaluation
Chain, custody and infrastructure options compared for your use case.
Compliance & regulatory advisory
Regulatory considerations built into the plan before launch, not after.
KYC/AML program design
Identity verification and compliance programs for exchanges and platforms.
Token launch readiness
A review across tokenomics, legal and technical launch requirements.
Tokenomics advisory
Supply, distribution and incentive design for a token economy.
Delivered work behind our advice. Our recommendations draw on systems we have built. These are delivery engagements, not consulting projects.
Full-stack AI platform for insurance
Fragmented policy, claims and correspondence data connected into one structured workflow.
~2.5x faster processing AI · LegalResearch & review assistant
Citation-grounded answers, each one traced back to its source document.
~50% faster review time AI · Agent platformsAI agent platform
Agents retrieve, reason and act across systems, with human approval before high-stakes actions.
~40% less manual effort Web3 · ExchangeCentralized crypto exchange
Matching engine, custody and KYC/AML built from scratch in a 20-week build.
99.9% uptime since launch Web3 · TokenizationTokenization platform
A token economy and DAO-ready governance for a real-world-asset platform.
Market-ready token design Web3 · SecuritySmart contract audit & deployment
A full audit and multi-chain deployment, closing every finding before launch.
0 critical findingsNot 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.”
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.
Do you help with token launch compliance?
Yes. Token launch readiness covers tokenomics and regulatory considerations together.
How is a consulting engagement scoped and priced?
Per engagement, based on the specific question: a readiness assessment, an architecture review or regulatory advice.
Ready to turn your vision into reality?
Tell us the decision you are trying to make. We'll give you an honest read on whether you are ready to build.
Or email contact@avinyalabs.co