Custom systems / business agentsEST

Python Web Solutions

AI agents that
work with your business.

We build and integrate AI agents that handle repetitive work, connect your existing tools, and keep your team in control.

Lead agent / review queueFICTIONAL DEMO — nothing is sent
Inbound email

Northline Logistics

SUBJECTSame-week warehouse coverage
ACTIONDraft reply
GATEHuman approval

Can you cover two extra dock shifts this Thursday and send pricing before noon? We already have a preferred crew if the rate holds.

Draft awaiting human approval

The agent prepared a reply. An operator must approve or escalate before anything leaves the queue.

Proposed reply / not sent
Thanks for writing in. We can hold Thursday coverage if the rate and site notes are confirmed. I drafted a reply with the open questions and left sending to you.
Qualify
Inbound leads and booking requests
Process
Admin work and documents
Support
Replies with an approval gate
1

Where agents earn their keep

The work that stalls
between people and tools.

Sales

Lead qualification and booking

Qualify new inquiries, ask the missing questions, and guide interested prospects to your calendar using the approval rules you define.

WORK / 1
Admin

Admin and document processing

Process invoices, intake forms, and other documents, update the right records, and flag anything that needs your team to review.

WORK / 2
Support

Customer support

Handle routine questions using approved information, prepare helpful replies, and escalate sensitive or unusual requests to your team.

WORK / 3
Ops

Operations

Keep your CRM, tasks, and team updates aligned so work moves forward without repeated copy-paste.

WORK / 4

Scheduling and dispatch remain available when that is the bottleneck.

2

Case study

PuckPro Media

How a hockey media company automated shoot booking and turned its CRM into a lead engine

The client

PuckPro Media films youth hockey games, with a roster of 24 videographers plus a team of editors.

The problem

Every shoot meant manually finding an available videographer close enough to the rink, chasing confirmations, assigning edits, and keeping their CRM (Pipedrive) up to date. Things slipped through the cracks, and finding new clients meant digging through league schedules by hand.

What we built

Automatic shoot booking

New shoots in Pipedrive are matched to the best videographer by rating and drive time, a calendar invite goes out automatically, and if nobody accepts within 24 hours it escalates to the next person.

Edit job routing

Finished shoots are assigned to the right editor by video type and workload, with the task created in ClickUp automatically.

Lead capture

Facebook form leads flow straight into Pipedrive.

AI game-opportunity agent

Checks five youth hockey league schedules and finds clubs already in the CRM playing at the same rink on the same day as a booked shoot, giving the team a ready-made outreach list.

  • Pipedrive
  • Google Calendar
  • ClickUp
  • Facebook Lead Ads
  • AI agent

Results reported by the owner

  • The automatic scheduling alone saves about 10 hours.
  • Nothing falls through the cracks anymore.
  • The AI agent saves even more time and has made it super easy to reach out to people and get more leads.
3

The operational drag

Your tools hold the data.
Your team still moves it.

Before / manual control loop
1An inquiry lands in email, CRM, or a form
2Someone copies context into the next tool
3A reply or assignment is judged by memory
4Exceptions hide in inboxes and chat threads
5The same follow-up is typed again tomorrow
After / supervised agent
1The same trigger opens a structured queue
2The agent drafts the next step from your rules
3Human approval sits in front of send or write-back
4Escalations have an owner and a reason
5Operators can see status and reset the path

Automation does not replace judgment. It makes the default path consistent and the exceptions visible.

4

Your stack, connected

We connect what you already use. We do not assume the rest.

CRM, inbox, helpdesk, documents, and internal tools can be in scope after we see how they actually behave. We will not claim an integration is supported until its API, permissions and operating constraints are reviewed.

Systems of record

CRM, inbox, helpdesk

Documents

Intake, invoices, files

Operator desk

Approval and escalation

Logging

What ran, who approved

5

Delivery sequence

Map it before
we automate it.

1

Discovery

We walk the real work: triggers, tools, edge cases, and who must stay in control.

2

Build

The agent is specified and implemented around your rules, data, and existing stack.

3

Supervised test

It runs beside the current process with test data and operator review before it touches live work.

4

Launch

We release deliberately, document the controls, and watch the first live exceptions together.

5

Maintenance

Rules, prompts, and integrations change. We keep the system current after launch.

6

Control, on purpose

Keep a person
on the important step.

Human approval, scoped access, and logging are designed into each build and tested with operators before launch.

Human approval

Drafts wait. Sends, writes, and bookings move only after the gate you define.

Scoped access

The agent uses the least access required for the job, reviewed during discovery.

Logging

Operators can see what ran, what was approved, and what was escalated.

7

Straight answers

FAQ

Is this a software subscription?+

This is a done-for-you implementation service, not a self-serve agent platform. We scope the build, integrations, and any ongoing maintenance with you. The interactive example on this page is a fictional demonstration.

Do agents send messages on their own?+

Not unless that is explicitly scoped. The default shape is draft, review, then send. Human approval, scoped access, and logging are designed into the build when they belong in the workflow.

Can you work with our existing stack?+

We build around the tools you already use. During discovery, we check their APIs, permissions, and workflow requirements before agreeing the integration scope.

Is a scheduling workflow something you still build?+

Yes, when it is the actual bottleneck. Crew or appointment routing can be a scoped agent.

Does submitting this form book a call?+

No. Use the calendar to book a 15-minute discovery call. The form is an alternate request path and is not a confirmed appointment.

Can you promise specific time or revenue gains?+

No. Outcomes depend on workflow volume, process quality and adoption. We map the baseline and define what should be observable, but do not invent ROI projections.

Discovery / first conversation

Tell us the work you want an agent to handle.

A request is not a confirmed appointment. Share the process, the tools, and where judgment has to stay human. We will reply with the right next step if it is a fit. You can also book a 15-minute discovery call below.

Book a 15-min discovery call
dylan@pythonwebsolutions.com 856-305-7016
Philadelphia / working with teams remotely

A request is not a confirmed appointment. We will reply if a discovery call is the right next step.