Connect systems. Orchestrate tasks. Eliminate manual handoffs. 60-85% faster processing. 40-65% lower costs. AI agents that run in production, not in a demo environment. This is not another pilot.
What organizations actually measure after deployment
171% average. 62% of organizations exceed 100% returns. Positive ROI within 6-12 months. Not projected - reported.
Up to 90% fewer data entry errors. 70-95% decrease in process errors overall. Machines do not fat-finger numbers at 4pm.
200-500% more volume. No proportional headcount increase. Add load, not people. Scale horizontally.
AI agents that understand context, take action, and handle exceptions
Multi-step workflows across departments and systems. Branching logic, parallel execution, exception handling, retry policies. No custom code.
ERP, CRM, HRIS, ticketing, custom systems - connected via APIs and pre-built connectors. No CSV exports. No manual re-entry.
Right person. Right context. Right threshold. AI pre-populates everything the approver needs. Decisions in seconds, not hours.
AI reads the email, form, or ticket. Routes to the correct workflow based on content, urgency, context. No rule trees to maintain.
Edge case hit. AI attempts resolution first. Fails? Diagnoses, retries, or routes to a human with full context. No silent failures.
Cycle times. Bottlenecks. Error rates. Throughput. All in real time. See where processes stall and which steps still need humans.
Workflows that handle real business volume today
50+ tasks orchestrated. IT provisioning, benefits, training, equipment, compliance checks. Onboarding cycle cut up to 80%. New hires productive faster.
Requisition to payment. Invoices matched to POs. Discrepancies flagged. Approvals routed by amount. Payments triggered. Finance costs down up to 70%.
Documents collected. Facts extracted. Exhibits organized. Initial summaries drafted. 70% reduction in case prep time. Attorneys do attorney work.
Order in. Inventory checked. Pick list sent. Label generated. Customer notified. Cross-system coordination automated. Volume spikes absorbed.
88% of organizations use AI somewhere. The gap is pilot to production. Forward Deployed Engineers close it.
Typical mid-market enterprise with 10K+ monthly process hours
Your processes run every day. Your automation should too.