Case studies
Shipped work. Measured results.
Insurance / Back office · 7 weeks
Claims processed 40% faster with a human-gated agent
An agent assembles each claim file, checks it against policy rules, and queues a recommended decision. Humans approve; nothing pays out on its own.
40%
faster claims cycle
−22%
rework rate
100%
decisions human-approved
SaaS / Sales · 6 weeks
3x qualified pipeline from a research crew of agents
A multi-agent crew researches every signup, scores fit, and hands SDRs a briefing instead of a raw lead list. Pipeline tripled without growing the team.
3x
qualified pipeline
35
hrs/week of manual research
400+
leads enriched daily
Logistics · 5 weeks
Freight quotes turned around 70% faster
An intake agent reads inbound quote requests from email and EDI, extracts lanes and constraints, and drafts the quote before a human ever opens the thread.
70%
faster quote turnaround
92%
requests auto-parsed
2.4x
more quotes/day
SaaS · 10 weeks
Pipeline up 30% without a new hire
Built an agent that researches accounts, drafts outreach, and hands warm context to reps before every call.
+30%
qualified pipeline
−40%
rep ramp time
3.2×
outbound reply rate
Retail / e-commerce · 8 weeks
15 hours reclaimed per operator, every week
Replaced four manual reconciliation workflows with agentic automation. Ops team cut hiring from four to one.
15
hrs/week saved
−18%
cost-to-serve
3
hires avoided
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