01Discovery
Understand the problem, the data, and where manual effort is concentrated today.
AI & Web3 Engineering Studio
AI-native engineering for high-growth businesses.
We build AI agents, document intelligence and Web3 platforms, from MVP to scale.
ModelOpenAIClaudeOrchestrationLangChainStructured output
Extracted fields
- 1Party namep.1
- 2Reference numberp.1
- 3Effective date§1
- 4Total amount§2Needs reviewVerified
Mapped to your schema1 field needs reviewAll fields verified · synced to schema
Avinya agent
New contract in the inbox. Extract the key fields and flag anything you are unsure of.
New document received
Running structured extractionStructured extraction complete
Classifying documentClassification complete
Checking extraction confidenceLow-confidence field flagged
Routing exceptions to manual reviewOnly the exception goes to review
Result
>80%
less manual document review
Ask the agent...
Illustrative workflow. Sample document with fictional names and figures.Based on AI document intelligence platform
Runs onOpenAIClaudeLangChainHuman in the loop
Proposed actions
- 1Update recordCRM · 1 record · 0.8s
- 2Send notificationEmail · 2 recipients · 1.1s
- 3Release paymentPayments · over approval limit · 2.4s
Low-risk actions run automatically1 approval pendingAll actions complete · logged to audit trailOpen approvals0/3
Avinya agent
Resolve this request across our systems. Check with me before any payment.
New task received
Retrieving data across systemsData retrieved across systems
Reasoning and proposing actionsActions proposed
Executing low-risk actionsLow-risk actions executed
Checking action riskHigh-stakes action sent for approval
Waiting for human approvalApproved, action executed
Running evals and logging traceEvals passed, trace logged
Result
~40%
less manual effort
Ask the agent...
Illustrative workflow. Systems and actions are generic examples.Based on AI agent platform for workflow automation
Built with
OpenAI
Claude
Qwen
Kimi
Zhipu
DeepSeek
LangChain
What we build. Avinya Labs works as an extension of your team, aligning technology execution with your long-term business objectives.
AI Development
AI agents, document intelligence, voice AI and search, built into the systems your team already uses and measured against real workflows.
All AI development services →Web3 Development
Crypto exchanges, audited smart contracts, stablecoin payment rails and token economies, built to launch and run in production.
All Web3 development services →Consulting
Readiness assessments, architecture reviews and regulatory advice, so you make the right call before you commit to a build.
All consulting services →Real outcomes, pulled from delivered engagements. Each number links to the engagement it came from.
>80%
Reduction in manual document review on an AI document intelligence platform.
Document intelligence →~2.5x
Faster processing on a full-stack AI platform for an insurance broker, with data fully connected from submissions to quotes.
Insurance AI platform →Market-ready
Token economy designed for a real-world-asset tokenization platform, with a DAO-ready governance model.
Tokenization platform →Selected work. Each result links to the engagement behind it.
~2.5xfaster processing
Full-stack AI platform for an insurance broker
AI · Insurance
- Data fully connected across the workflow
- Role-based access with an audit trail
- One platform replacing siloed tools
~50%faster review time
AI legal assistant for research and document review
AI · Legal
- ~10 hours saved per week
- Every citation traceable to source
- Case law, filings and regulation
>80%less manual review
AI document intelligence platform
AI · Documents
- Structured extraction on every document
- Exception-only review
- One system replacing manual triage
<1 secsettlement across currencies
Stablecoin payment rails across multiple currencies
Web3 · Payments
- 5-week build
- Multi-currency support live
- Settlement in under 1 second
20 weeksto build from scratch
Centralized crypto exchange with global liquidity from leading providers
Web3 · Exchange
- Matching engine, custody and KYC/AML
- Liquidity from leading providers
- KYC/AML ready at launch
~50%fewer manual handling cases
Multi-agent voice AI for healthcare operations
AI · Voice
- Scheduling, verification and follow-up calls
- Human escalation built into every call
- Reusable across new call types
How an engagement runs. From the first conversation to production.
02Scope & architecture
Define the system boundary, integrations, and delivery milestones.
03Build
Iterative development against a working version, reviewed at each milestone.
04Ship & support
Production rollout with a defined support window and handoff.
What our clients say.
“We needed a platform that could handle complex construction workflows without breaking down every week. Avinya Labs delivered exactly that. What stood out even more was their commitment after launch: when a critical issue came up, the team stayed up until midnight to make sure we weren't left hanging.”
“Avinya Labs built our full-stack AI solution … 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.”
“We partnered with Avinya Labs to launch our white-label crypto exchange … Their team ensured smooth integration of liquidity providers and compliance features.”
Frequently asked questions.
What end-to-end Web3 and AI engineering services does Avinya Labs deliver?
Avinya Labs delivers end-to-end Web3 and AI development services, covering everything from product ideation and architecture to engineering, testing, and deployment.
What industries can leverage Web3 and AI to drive innovation and efficiency?
Web3 and AI technologies can transform industries such as finance, retail, travel, energy, government, logistics, and enterprise platforms.
How long does it take to build a Web3 or AI solution?
The development timeline depends on the project's scope, complexity, and integration requirements. We work closely with you to define clear milestones and delivery timelines.
How is pricing determined for Web3 and AI solutions?
Pricing varies based on scope, integrations, and performance requirements. Our team works with you to establish clear budgets and timelines.
Do you support integrating Web3 and AI with existing platforms and infrastructure?
Absolutely. We help integrate Web3 and AI capabilities into your existing applications, data systems, and enterprise tools.
Ready to turn your vision into reality?
Tell us the problem, the data, and where manual effort sits today. We'll map the path from MVP to scale.
Or email contact@avinyalabs.co