ProductioninWeeks. CapabilityForever.

Ship agents that automate the deep work: reconciliation, exceptions, and decisions. We build the first ones with you. Your team builds every one after.

Build agents working on your ERP in weeks, not months.

Built by your team. In production, fast. Governed by IT.

Customers

Designs and sells lighting systems. Riff runs the workflows that deliver them.

What Riff Automates

Order flow to customers
Procurement & supplier interaction
Finance Operations

11 days to first agent live 25 agents in production

Read. Write. Close the loop.

Agents that write to real systems

Engineered for reality

The only path to value at scale.

Business defines the value
Sets the problems worth solving and the outcomes worth measuring. No ambiguity. No scope creep.
IT sets the rules
Security and governance so IT says yes at launch. Approval workflows, maintenance, and lifecycle management so IT stays confident at scale.
Your top 10% build it
Identify the domain experts with the deepest context and drive. We transform them into AI-native architects who own and evolve the logic forever.

USE CASES

The deep work that actually drives your P&L.

Order to cash
Procurement
Finance Ops
Planning & Fulfillment

Orders flow. Cash follows.

Build agents that reduce manual handling across orders, billing, and collections. They turn exceptions into action, route decisions when needed, and write back safely to ERP.

Order hold triage and release routing
Explain holds, collect missing info, route decisions, and release faster.
Delivery and invoicing exception handling
Resolve pricing, delivery, and billing issues before they become disputes.
Dispute and deduction case management
Centralize claims, collect evidence, assign ownership, and accelerate resolution.

Order to cash

Platform

Production-Grade Apps Built to Last

Workflows

Conversational speed. Engineering rigor.

Describe the workflow, and the AI architectures the solution. We generate the full stack: agent, tools, and API, in standard Python and FastAPI. Swap models, expose tools via MCP, and deploy audit-ready code that IT trusts from day one.

How it works

We install the model. Your people take it from there.

Launch

Building starts immediately on real data, in parallel with technical setup. IT validates governance, access, and security from day one.

Weeks 1–4

Build

Domain experts develop working solutions with direct Riff support. We harden MVPs for production and stress-test against enterprise requirements.

Weeks 4–8

Scale

Workflows go live in daily operations. We measure ROI in real numbers and define a clear roadmap for broader rollout. Every agent makes the next one faster.

Ongoing

COMPLIANCE

Enterprise-grade security, minimal overhead

Riff keeps your data protected by design, including continuous monitoring, exportable audit logs, and SOC 2 / ISO 27001 / GDPR-ready practices.

NEXT STEP

Let's Build, Together

Book a demo to see how AI agents can work alongside your team, turning unstructured documents into clear insights and handling complex analysis more efficiently.