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Quanvier
AI Solutions

AI products that do real work — safely.

AI agents, copilots, RAG systems and document intelligence built into your products and workflows, with evaluation, guardrails and human approval where it matters.

Shown, not told

What this looks like in a product.

Ansora: An AI support agent that knows your business and asks before it acts.

What you get

Outcomes, not activity.

Grounded answers

Responses that cite your data instead of guessing.

Actions, not just chat

Agents that call tools with scoped permissions and approval thresholds.

Measured quality

Evaluation sets that score every prompt and model change before release.

Cost control

Model routing, caching and usage limits designed in from the start.

Deliverables

What we hand over

  • Use-case assessment
  • Data readiness review
  • Evaluation set
  • Retrieval pipeline
  • Agent / tool design
  • Guardrails & approval flows
  • Production integration
  • Monitoring dashboards
Process

How it runs

  1. 01
    Pick the use case

    Find the workflow where AI saves real time and failure is recoverable.

  2. 02
    Build the eval first

    Collect real examples and define what a good answer looks like.

  3. 03
    Prototype & measure

    Iterate on retrieval, prompts and tools against the eval.

  4. 04
    Ship with guardrails

    Human approval, logging and limits — then widen automation as quality proves out.

Technology

Typical stack

Chosen per project. We'll explain every choice and its trade-offs.

Models
Anthropic ClaudeOpenAIOpen-source via Hugging Face
Orchestration
LangChainCustom tool-callingAgents
Retrieval
pgvectorHybrid searchRe-ranking
Backend
PythonFastAPINode.js
Related concept products

See the capability in action

Concept productAI Products · Customer support

Ansora

An AI support agent that knows your business and asks before it acts.

  • Retrieval over approved knowledge only
  • Tool calls for live order and shipping data
  • Playbooks with approval thresholds
AIRAGAgentsSupport
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Product prototypeAI Products · Finance & operations

Parsewell

Stop re-typing data from PDFs.

  • Per-field confidence scores
  • PO, duplicate and tax validation
  • Review queue with highlighted source
AIDocument processingPythonAutomation
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Concept productBusiness Platforms · B2B sales

Closebook

A CRM that tells the team what to do next.

  • Email & calendar auto-logging
  • Deal health from engagement signals
  • Copilot next-best-action
CRMSalesAIReact
View product
FAQ

AI Solutions: common questions

Will our data be used to train models?

We use providers and configurations where your data is not used for training, and can deploy in your cloud account when required.

How do you stop hallucinations?

Retrieval from approved sources, citations, structured outputs, refusal when evidence is missing, and an evaluation set that catches regressions. For actions, approval thresholds keep a human in the loop.

Have an idea? Let's build it.

Tell us what you're building. We'll come back with questions, a rough approach and how we'd scope a first version.

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