I · AI Automation Systems

AI automation
systems
for teams drowning in repetitive work


We build agents, workflow automations, and internal AI tools that save hours, reduce manual errors, and plug into your existing stack.

Get a free AI automation auditWe identify the first 3 workflows worth automating

II · The Drag

Your team
is losing
hours to
manual work.


If your team lives in spreadsheets, inboxes, CRMs, documents, and weekly reporting rituals, there is probably a workflow that should already be running without them.


01

Spreadsheets

Teams copy data between sheets, CRMs, and dashboards because the real system never got built.

02

Inboxes

Leads, support requests, invoices, and approvals wait for a person to notice, triage, and route them.

03

Documents

Contracts, PDFs, call notes, and forms hold useful data that still gets extracted by hand.

04

Reporting

Weekly updates, Slack alerts, and executive dashboards depend on manual cleanup and chasing.


III · Common Systems We Build

Practical
AI
automations.


01

Lead enrichment and CRM updates

02

AI customer support agents

03

Internal tooling and orchestration

04

Invoice, contract, and document extraction

05

Sales follow-up and email automation

06

Reporting dashboards and Slack alerts

07

Operations workflow automation

08

Customer onboarding and routing



IV · The Evidence

The
receipts.


Recent outcomes from automation systems deployed into live operations.

18

hrs / week

Fintech ops team

Automated first-pass triage, routing, and exception flags across the team's daily operations queue.

31%

faster follow-up

B2B SaaS

Rebuilt lead enrichment and CRM update workflows so sales reps could respond with cleaner account context.

72%

less manual review

Document-heavy team

Deployed a contract extraction pipeline with validation rules, review queues, and weekly regression checks.


"They built something we didn't know we could ask for. Six months later it still hasn't broken."

Head of Ops · seed-funded fintech


V · The Engagement

Audit.
Prototype.
Deploy.
Maintain.

I

Audit

II

Prototype

III

Deploy

IV

Maintain

Audit starts free · Build sprints from $4k · Retainers from $3k/month

Book your free automation audit

Vespers · MMXXVI

The work begins at dusk.