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Avion AnalyticsBook 30-Min Session — $50
New: 30-min Architecture Sessions — get the blueprint before you buildBook your session — $50 →
30-Minute Architecture Consultation

Get the architecture direction —
sketched livein 30 minutes.

One focused call. You bring the workflow. I leave you with a directional spine— the five core decisions, named tools, and a ballpark — so you don't waste 6 weeks on the wrong approach. The full written architecture lands within 48 hours.

This $50 session is for buyers who already know they want to automate something and need the technical architecture decided.

$50 because the real engagement is the build that comes after — not the call. It filters out tire-kickers without filtering out serious buyers. Fully credited to any Avion build started within 30 days.

Live, 1-on-1 with Roshan Written architecture doc after Refunded if the written doc doesn't land in 48h
Architecture call · in progress
your_workflow.architecturedecided
BrowserScraping LinkedIn search resultsPlaywright · Python
HostingWhere it runsLocal · cron
TriggerWhen it firesSchedule · 9am daily
MiddlewareGlue between toolsSkip Zapier — code it
AIWhere intelligence is neededGPT-4o · classify only
Build time estimate~ 4–8 days · $2.5k–$4k
+1 architecture doc delivered
Avion has built automations for teams atAgentLaunchAdvantiveGoGlobalSolcellspecialistenGettechMyMoneyCirclePrinttree
Roshan — Lead Automation Architect
You'll be working directly with

Roshan

Director & Lead Automation Architect · Avion Analytics

★ Upwork Top Rated8+ Years in Automation60+ Systems BuiltPython · Cloud · AICloud HostingREST & GraphQL APIs
Do we need Zapier or should we code it?Is a Chrome extension enough?Cloud or local?Cron or webhook?Do I actually need AI for this?Make.com or n8n or just Python?Do we need Zapier or should we code it?Is a Chrome extension enough?Cloud or local?Cron or webhook?Do I actually need AI for this?Make.com or n8n or just Python?
What we decide on the call

Five architecture decisions.
Sketched in 30 minutes — written up in 48 hours.

Most automations fail because the wrong stack was picked at minute one. We'll go through every fork in the road and lock the answer — with the reasoning written down for you.

01Browser automation

Extension, script, or full Python?

Chrome ExtensionClaude / browser-usevsPlaywright · PythonSelenium
02Where it lives

Cloud-hosted or running locally?

AWS / RenderYour laptopOffice machinevsHybrid
03What kicks it off

Cron job or event trigger?

Schedule · dailyWebhookEmail-inManualWatcher
04The glue layer

Coded from scratch, or Zapier / Make / n8n in the middle?

Pure PythonZapierMake.comn8n self-hostedvsHybrid (code + Make)
05Intelligence layer

AI required, or is deterministic code enough?

GPT-4oClaudeLocal LlamavsRegex + rulesNothing — just code
+And the things you didn't know to ask

Cost ceiling, failure handling, who owns it when I'm gone.

Every architecture I sketch comes with a build estimate, a runtime cost estimate, and a written handover plan. No black boxes. You own everything.

# architecture.md · session output stack: Playwright + Python 3.12 host: AWS Lambda or Render — pending volume confirmation trigger: EventBridge · daily schedule middleware: none — pure Python ai: GPT-4o · classify only · ~$10–20/mo failures: Slack alert + retry x3 handover: repo + Loom + runbook → build: ~4–8 dev-days · $2.5k–$4k range → run: ~$10–25/mo (refined to single numbers in the 48h written doc)
How the 30 minutes break down

No prep. No slides.
Just your workflow, on the whiteboard.

00:00 — 05:00

You walk me through the workflow

Tell me what humans currently do — clicks, copy-pastes, judgement calls, the spreadsheet column that never gets filled in. No diagrams needed. Just talk.

5 min · Intake
05:00 — 25:00

We sketch the architecture direction

We go through the five decisions on screen — browser approach, host, trigger, glue layer, AI. I take a position on each, sketch the data flow, and call out where it'll break first. This is a directional spine, not the finished architecture — the written version lands in your inbox within 48 hours. Ask anything.

20 min · Direction
25:00 — 30:00

You get the ballpark and next steps

Dev-days range, monthly run-cost range, and a one-line answer to “should I build this in-house, hire Avion, or not build it at all?” — said out loud. The written architecture doc and refined estimate land in your inbox within 48 hours.

5 min · Wrap
What lands in your inbox after

You leave with a real architecture document — not a sales pitch.

Within 48 hours, a written summary of every decision we made. Take it to your team, take it to another developer, build it yourself. You own it.

  • 01

    Architecture diagram

    The full data flow — triggers, services, AI calls, where humans approve, where alerts go.

  • 02

    Tooling shortlist with prices

    Every named tool, what it costs per month, and the second-best option if budget is tight.

  • 03

    Build vs. buy verdict

    Should you code this, glue it with Make, or just buy an off-the-shelf SaaS that already does it? Honest answer.

  • 04

    Time & cost-to-build estimate

    Dev-days for a junior, dev-days for a senior, and a fixed-price band if you'd want Avion to build it.

  • 05

    Failure & ownership plan

    Where it'll break first, how you'll know, and who maintains it on month 7 when the API changes.

architecture.md · v1 — session output

Lead-scoring automation

Series A B2B SaaS · session 14 Mar · 26 min

WorkflowTriage inbound leads from 6 sources → enrich → score → route to sales
BrowserPlaywrightno extension
HostAWS Lambdavs Render
TriggerWebhook from HubSpot
GluePure PythonMake rejected — too brittle at scale
AIGPT-4o · classify + enrich only
VerdictBuild in-house · 4–8 days
Run cost~$15–25 / month all-in
Delivered within 48h of callv1 · architecture.md
Is this the right call for you?

This is for builders who already know what they want — just not how to build it.

Book the call if

You have one specific workflow in mind and want it built right.

  • You're a founder or ops leadYou'd build it yourself if you had clarity on the stack.
  • You've tried Zapier and hit a ceilingYou know off-the-shelf won't carry this, but custom feels like overkill.
  • You're hiring a dev and want a briefYou need the architecture written down so they don't pick the wrong stack on day one.
— Skip the call if

Your workflow isn't defined yet — or you want someone to figure it out.

  • You're shopping for ideasThis call assumes you know what should be automated. Inspiration calls are different.
  • You want a full implementation in 30 minYou'll leave with a blueprint, not a working system. Builds take weeks.
  • You haven't tried it manually firstI can't architect what hasn't been done by a human at least once.
  • You want a free strategy chatThat's our other call — book it here. This page is the paid, focused one.
What clients say about working with Avion

Real names. Real companies. Verifiable on LinkedIn.

Automation partnership

“Avion Analytics are exceptional professionals with top-tier technical expertise and a seamless working style. Their precision, knowledge, and professionalism make them an invaluable partner.”

EP
Eric PrestonFounder · Agent Launch
Complex automation build

“Our requirements shifted a few times mid-project and they handled every change without complaint — adapting quickly and keeping us informed at every step. Exactly the kind of team you want for a complex automation build.”

RM
Rebecca MaherMyMoneyCircle
Business process automation

“Excellent work from start to finish. They understood our requirements quickly, communicated clearly throughout, and delivered a solution that worked exactly as we needed. No back-and-forth, no surprises — just clean execution.”

JJ
Judy JanklowiczKisper
Project delivery

“Great team, hard workers, and very knowledgeable with a fantastic attitude. Their dedication and expertise made a real difference in our project.”

YD
Yafet DanielPrinttree
Frequently Asked

Honest answers, no fluff.

What if I want Avion to build it after the call?+
The fee for this session is fully credited toward any Avion build engagement that starts within 30 days. Zero risk. But there's no obligation — most people take the architecture and build it themselves or with their own dev.
What do I need to prepare?+
Nothing formal. Just be able to describe the workflow in plain English — what triggers it today, what humans do step by step, and what the end output looks like. If you have a Loom of someone doing it manually, even better.
What if my workflow is too complex for 30 minutes?+
If we can't architect it in 30 minutes, we'll spend the call mapping the boundaries and decide which sub-workflow to tackle first. You still leave with a clear next step — and we can extend to 60 or 90 minutes if you'd like.
Will I get a recording and notes?+
Yes — transcript, a Loom recap if useful, and the written architecture.md document delivered within 48 hours. Everything is yours to keep, share, and build from.
What's the money-back guarantee?+
If the written architecture doc doesn't land in your inbox within 48 hours of the call, email me and I'll refund the session fee. No questions, no friction. The bar is delivery — not your feeling about the call.
Who's actually on the call?+
Me — Roshan, founder of Avion Analytics. Not a sales rep, not an account manager. The person who'll be making architecture decisions for clients all week is the one who'll make them for you.
Book your session

Pick a time. That's it.

Sessions book up fast. Secure your slot — the architecture doc lands in your inbox within 48 hours of the call.

30-min architecture session

One call. One architecture. No fluff.

A focused session designed to replace 3 weeks of “researching” with one decisive 30-minute call.

$50/ 30 min
  • Live 1-on-1 with Roshan
  • Full architecture document delivered in 48h
  • Recording + transcript yours to keep
  • Fee credited toward any Avion build
  • Refunded if doc doesn't arrive in 48h
Slots open this week

Stop guessing.
Get the blueprint.

30 minutes. One decisive architecture. The fee credits to any build. The doc is yours either way.

Book your session — $50
Money-back guaranteeDoc not delivered in 48h? Refunded. No questions.
Fee credits to your buildIf we end up working together within 30 days, this is free.
You own everythingArchitecture, doc, recording, decisions. Yours to take anywhere.