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

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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.

Spreadsheets

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

Inboxes

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

Documents

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

Reporting

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

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III · Common Systems We Build

Practical
AI
automations.

Lead enrichment and CRM updates

Enrich leads, update fields, route accounts, and keep CRM records clean without manual admin.

AI customer support agents

Triage tickets, draft replies, escalate edge cases, and learn from your existing support docs.

Internal tooling and orchestration

Operate across CRMs, docs, tickets, inboxes, and databases from one controlled workflow hub.

Invoice, contract, and document extraction

Pull structured data from invoices, contracts, forms, and PDFs, then route it where it belongs.

Sales follow-up and email automation

Draft follow-ups, personalize next steps, and keep opportunities moving after calls and demos.

Reporting dashboards and Slack alerts

Turn messy operational data into recurring reports, exceptions, and alerts your team can trust.

Operations workflow automation

Move approvals, handoffs, queues, and recurring admin through the stack with fewer loose ends.

Customer onboarding and routing

Collect intake details, assign owners, trigger setup tasks, and flag accounts that need attention.

The audit finds where automation is actually worth it, then ranks the first three workflows to build this month.

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IV · The Evidence

The
receipts.

Recent outcomes from automation systems deployed into live operations.

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

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V · The Engagement

Audit.
Prototype.
Deploy.
Maintain.

Audit

We identify repetitive workflows, estimate leverage, and pick the first three automation candidates.

Prototype

We test the highest-leverage workflow quickly against real data, edge cases, and team constraints.

III

Deploy

We wire the automation into your CRM, inbox, docs, Slack, database, or internal tools.

Maintain

We monitor quality, tune prompts and rules, and keep the system useful after launch.

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

Book your free automation audit

Vespers · MMXXVI

The work begins at dusk.

LinkedIn Github Journal

AI automationsystemsfor teams drowning in repetitive work

Your teamis losinghours tomanual work.

PracticalAIautomations.

Thereceipts.

Audit.Prototype.Deploy.Maintain.

AI automation
systems
for teams drowning in repetitive work

Your team
is losing
hours to
manual work.

Practical
AI
automations.

The
receipts.

Audit.
Prototype.
Deploy.
Maintain.