--- title: AI and Web3 Consulting Services | Avinya Labs description: AI and Web3 consulting by Avinya Labs: readiness assessments, architecture reviews, regulatory advisory and tokenomics, so you make the right decision before you build. url: /service-pages/service-consulting.html --- 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. [Book a call](https://calendly.com/abbylester/30-mins-meeting) [See the work](/service-pages/service-consulting.html#solutions) ## 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 → Link: /service-pages/service-consulting-ai-strategy.html ### 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. AI · Insurance ### Full-stack AI platform for insurance Fragmented policy, claims and correspondence data connected into one structured workflow. ~2.5x faster processing Link: /case-studies/ai-platform-insurance-broker.html AI · Legal ### Research & review assistant Citation-grounded answers, each one traced back to its source document. ~50% faster review time Link: /case-studies/ai-legal-assistant.html AI · Agent platforms ### AI agent platform Agents retrieve, reason and act across systems, with human approval before high-stakes actions. ~40% less manual effort Link: /case-studies/enterprise-ai-agent-platform.html Web3 · Exchange ### Centralized crypto exchange Matching engine, custody and KYC/AML built from scratch in a 20-week build. 99.9% uptime since launch Link: /case-studies/web3-crypto-exchange.html Web3 · Tokenization ### Tokenization platform A token economy and DAO-ready governance for a real-world-asset platform. Market-ready token design Link: /case-studies/web3-tokenomics-rwa.html Web3 · Security ### Smart contract audit & deployment A full audit and multi-chain deployment, closing every finding before launch. 0 critical findings Link: /case-studies/web3-smart-contracts.html ## Not sure if you are ready to build? [Book a call](https://calendly.com/abbylester/30-mins-meeting) ## How an engagement runs. Four steps, ending in a recommendation you can act on. ### Intake Understand the specific decision you are trying to make. Intake notesDone - The decision to make - Constraints and timeline - Who needs to sign off ### Assessment Readiness, architecture or regulatory review, scoped to that question. AssessmentDone - Current state reviewed - Options compared - Risks identified ### 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 ### 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. Advisory only ### Scoped assessment A focused assessment and written recommendation, with no build obligation. Advisory into delivery ### Same team throughout The advisory phase moves straight into a project-based or dedicated-team build. Ongoing advisory ### Recurring input A standing relationship for teams that need regular architecture or regulatory input. ## What our clients say. AI platform for an insurance broker > “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.” SandraProject lead, Insurance broker Result~2.5x Faster processing speed [Read case study →](/case-studies/ai-platform-insurance-broker.html) AI chatbot for a travel platform > “Avinya Labs built our AI travel chatbot … A highly capable team that delivers ahead of the curve.” LauraCo-founder, Travel platform [Read case study →](/case-studies/ai-travel-chatbot.html) ## 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. [Book a call](https://calendly.com/abbylester/30-mins-meeting) [See the work](/work/index.html) Or email [contact@avinyalabs.co](mailto:contact@avinyalabs.co)