Logistics
→ Cut ticket backlog 62%
Support triage agent
Drop-in email + chat agent that handles refunds, delivery lookups, and returns. Escalates only the 8% humans actually need to touch.
GPT-4oZendeskPostgres
62% ↓ backlog
AGENT_OPS / v2026.04·SHIPPING AUTOMATION FOR BUSINESSES THAT ALREADY RUN
AI agents that
pay for themselves_
We build workflow agents for businesses drowning in repetitive work — and we use our own AI dev tools to ship them in weeks, not quarters.
3–5×
faster delivery
15yrs
legacy refactors
2 wks
to prototype
40%+
ops time saved
Live agent activity
[09:41]invoice-bot→processed 47 POs·saved 3h 12m│
[16:54]support-triage→routed 218 tickets·saved 6h 04m│
[23:07]lead-qualifier→scored 1.3k leads·saved 4h 30m│
[06:20]report-gen→built weekly KPIs·saved 2h 45m│
[13:33]inbox-sweeper→drafted 92 replies·saved 5h 18m│
[20:46]data-extractor→parsed 340 PDFs·saved 8h 20m│
[03:59]schedule-ai→booked 56 meetings·saved 1h 55m│
[10:12]qa-copilot→reviewed 74 PRs·saved 4h 10m│
[17:25]invoice-bot→processed 47 POs·saved 3h 12m│
[00:38]support-triage→routed 218 tickets·saved 6h 04m│
[07:51]lead-qualifier→scored 1.3k leads·saved 4h 30m│
[14:04]report-gen→built weekly KPIs·saved 2h 45m│
[21:17]inbox-sweeper→drafted 92 replies·saved 5h 18m│
[04:30]data-extractor→parsed 340 PDFs·saved 8h 20m│
[11:43]schedule-ai→booked 56 meetings·saved 1h 55m│
[18:56]qa-copilot→reviewed 74 PRs·saved 4h 10m│
── What we build
Agents that do the work
your team keeps putting off.
support
Customer support agents
Answer 70%+ of tickets without a human. Plugs into Zendesk, Intercom, or your helpdesk.
→ resolves refund queries, escalates edge cases
ops
Inbox & email triage
Classify, route, and draft replies to inbound mail. Your team only sees what matters.
→ triaged 8.4k emails last month for a logistics client
ops
Document & PDF extraction
Turn invoices, contracts, and forms into structured data in your system of record.
→ 340 PDFs → Xero in one run
sales
Lead scoring & outreach
Qualify inbound leads, draft personalised outreach, hand off to your SDRs.
→ scored 1.3k leads, lifted SQL rate 2.8×
internal
Custom workflow agents
Multi-step agents that reach into your tools — SQL, Slack, CRM, internal APIs.
→ weekly KPI report built from 6 data sources
dev
Dev automation copilots
The same tools we use internally. PR review, test writing, codebase Q&A.
→ 74 PRs reviewed by our internal QA copilot
Not sure which agent you need?
Start with a 30-min audit. We'll map your workflows and flag the highest-ROI target.
── Case studies
Agents in production,
earning their keep.
Accounting firm
→ 340 PDFs → Xero per run
Invoice extraction pipeline
Replaced a 2-person data-entry rota. Extracts line items, matches POs, flags discrepancies before the ledger touches them.
ClaudeXero APIn8n
3 FTE freed
B2B SaaS
→ 2.8× SQL conversion
Lead-qualifier + outreach
Scores inbound leads, enriches from public sources, drafts personalised first-touch email the AE can ship in one click.
ClaudeHubSpotApollo
2.8× SQL rate
Legacy enterprise
→ Onboarded 15yr codebase
Internal knowledge agent
RAG over a decades-old Java monolith + Confluence. New devs get answers with citations instead of hunting senior engineers.
ClaudepgvectorGitHub
4hrs → 20min
── How we work
From audit to production
in under 3 weeks.
STEP 01
30 min — free
Workflow audit
We map your repetitive work with you, score each task for AI-fit, and pick the single highest-ROI target to prototype first.
You get
ROI-ranked shortlist + scoped proposal
STEP 02
2 weeks — fixed fee
Prototype in 2 weeks
A working agent you can actually try on real data. If it doesn't beat the baseline, you walk away — no full engagement required.
You get
Live agent + measured lift
STEP 03
Ongoing
Deploy & iterate
We wire it into your stack, instrument it, and iterate weekly based on real usage. You own everything we build.
You get
Production agent + weekly metrics
Ready to see what the highest-ROI agent in your business looks like?
── What clients say
Outcomes, not demos.
→ 62% tickets auto-resolved“The support agent went live in 18 days and is now handling 62% of our inbound tickets. Our team finally stopped working weekends.”
→ 3 FTE freed“They rebuilt our invoice flow around a Claude agent in two weeks. Two full-time data-entry roles are now free to do reconciliation.”
→ Onboarding 4hrs → 20min“No one else would touch our 15-year-old Java monolith. They shipped a working RAG agent over it, with citations, in a month.”