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Reliable AI, Audited Every Step

Specialized agents, private/edge infrastructure, advanced reasoning, and a semantic layer—built for your workflow, under your approvals, with every step logged.

CASE STUDY - Key features at a glance

Smarter procurement, faster results

Universal spec parser

Extracts and standardizes techinical specifications from any file, reducing manual entry and errors.


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Supplier & product discovery

Find qualified suppliers and products instantly, tailored to your requirements.


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Smart RFQ generator

Auto-builds Request-for-Quotes (RFQs) with relevant details and built-in email communication, saving time and improving accuracy.


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AI negotiation assist

Leverage AI insights to negotiate better terms and pricing with suppliers. Turn buyer information asymmetry on its head.


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Copper hedging

Mitigate price volatility with built-in metal price risk management tools.


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IRA/PPAP compliance

Ensure every quote meets compliance standards for IRA and PPAP documentation.


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Outcomes you can measure

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Velocity & Throughput

Move work faster from request to done. Reduce time to quote/order/ticket/claim, increase straight-through processing (minimal human touch), and shrink backlogs.

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Cost & Capacity

Lower cost per task and give hours back. Expand automation while keeping control and quality, so teams focus on higher-value work without adding headcount.

See how
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Revenue Growth & Conversion

Accelerate launches and personalize experiences to lift conversion and revenue—faster offers, smarter targeting, and shorter time-to-value across channels.

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FAQ: Deployment & Integration

Deployment, integration, and reliability—answered

Direct answers on deploying, integrating, and managing AI teammates—cloud, private, or edge. Built for measurable outcomes and full auditability.

Can we deploy in our environment?

Yes. Deploy in your VPC, on-premises, or edge. All options include least-privilege access, encryption, and audit trails.

Is hardware integration available?

Yes. We support robots, cameras, PLCs, and sensors. Safety interlocks and human-in-the-loop controls are standard.

Do you support secured data deployments?

Yes, through certified partners. Deployments can meet various classification requirements with secure infrastructure and compliance.

How is reliability tracked?

Reliability is measured with weekly KPIs, SLOs, and audit logs. Metrics include accuracy, latency, and exception rates.

What’s needed for integration?

We offer connectors for ERP, CRM, ITSM, WMS, TMS, PLM, SCADA, and more. Data contracts and process specs ensure smooth onboarding.

How are approvals and guardrails managed?

All actions require explicit approvals. Segregation of duties, logging, and rollback rehearsals are built in for governance.

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