Agent accelerators
Start from a working agent,
not a blank page.
Pre-built agent frameworks for common operational workflows — customized to your systems and data, deployed in days, not months.
Looking for something fully custom? These accelerators are a fast starting point for common workflows. For a bespoke agent built around your specific systems and edge cases from scratch, see Agentic Systems →
Why start with an accelerator
Skip months of architecture decisions.
Faster time to value
Skip months of architecture decisions — start from a proven pattern and customize what's actually different about your workflow.
Production guardrails included
Every accelerator ships with evaluation, monitoring, and human-escalation paths built in — not bolted on after something breaks.
A real starting point, not a toy demo
These are built from patterns we've used in real client engagements, not speculative templates.
Available agent accelerators
Pick a pattern. Point it at your data.
Support Triage Agent
Classifies and routes incoming support tickets, drafts responses for common issues, and escalates edge cases to a human — with full visibility into every decision.
Best for: Support and customer ops teams handling high ticket volume
Research & Synthesis Agent
Pulls from your internal documents and external sources to answer research questions, with citations and a clear audit trail of sources used.
Best for: Teams doing repeated research, due diligence, or competitive analysis
Data Entry & Reconciliation Agent
Extracts data from documents or disparate systems, reconciles discrepancies, and flags exceptions for human review.
Best for: Back-office, finance, and operations teams with manual reconciliation work
Ops Monitoring Agent
Watches operational metrics across systems, detects anomalies, and either takes a predefined action or escalates with context.
Best for: Teams managing multi-system operational workflows (logistics, manufacturing, IT ops)
How customization works
From accelerator to production, in three phases.
Start from the accelerator
We deploy the base agent against a sandboxed version of your data so you can see it work on your actual use case within days.
Customize for your workflow
We adapt the logic, integrations, and guardrails to your specific systems, edge cases, and escalation rules.
Deploy with monitoring
The agent goes live with evaluation and monitoring in place from day one — and our team stays engaged to tune it as real usage reveals edge cases.
See an accelerator working on your actual data.
We can stand up a sandboxed demo against a sample of your real data in days — no commitment required to see if it fits.
Book a scoping call