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 are an AI development company: 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...
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...
Built with
OpenAI
Claude
Qwen
Kimi
Zhipu
DeepSeek
LangChain
What we build. As an AI development company, Avinya Labs works as an extension of your team, aligning technology execution with your long-term business objectives.
All AI development services →
01 · AI
AI Development
Agents, document AI and voice, built into the systems you already run.
What is inside
DeliveredLegal assistant · Insurance platform · Document intelligence
All Web3 development services →
02 · Web3
Web3 Development
Exchanges, audited contracts and stablecoin rails, live in production.
DeliveredCrypto exchange · Stablecoin rails · Tokenization
All consulting services →
03 · Consulting
Consulting
Readiness, architecture and regulatory advice before you commit to a build.
Start withAI readiness check · Fractional CTO
When teams call us. Each one has a clear first step with our AI development company team.
Your previous vendor could not deliver.
Project rescueYou are not sure where AI fits yet.
AI readiness checkYou have an AI idea and need proof it works.
AI proof of conceptYour team reads documents and tickets by hand.
Document intelligenceYou need senior technical leadership, not a full-time hire.
Fractional CTOYou are launching an exchange, stablecoin or token.
Web3 developmentReal outcomes from delivered engagements. Each number links to the engagement it came from.
Selected work. Each result links to the engagement behind it.
~50%faster review time
AI legal assistant for research and document review
~2.5xfaster processing
Full-stack AI platform for an insurance broker
>80%less manual review
AI document intelligence platform
~50%fewer manual handling cases
Multi-agent voice AI for healthcare operations
20 weeksto build from scratch
Centralized crypto exchange with global liquidity from leading providers
<1 secsettlement across currencies
Stablecoin payment rails across multiple currencies
How an engagement runs. From the first conversation to production, the way an AI development company works.
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.
Typical timeline
- Prototype6 to 9 weeks
- First version8 to 12 weeks
- Production3 to 5 months
We confirm the plan after a 30-minute call, and we can sign an NDA before you share anything. Larger builds take longer.
What our clients say.
“Avinya Labs delivered exactly what we needed. When a critical issue came up, the team stayed up until midnight so 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?
Typically a prototype takes 6 to 9 weeks, a first version 8 to 12 weeks, and production 3 to 5 months, depending on scope, complexity and integrations. Larger builds take longer. We agree clear milestones and delivery dates with you after a 30-minute call, and we can sign an NDA before you share anything.
How is pricing determined for Web3 and AI solutions?
Pricing varies based on scope, integrations, and performance requirements. Like any AI development company, we price against a defined scope. 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.