The Implementation Framework

How to deploy AI
in your business.

You can't automate what you don't understand. Discover how our LLM agents seamlessly map your organization's hidden workflows to build a precise, risk-free AI integration strategy.

15 min per person
AI-powered insights
How it works

Three phases. One clear picture.

From first interview to actionable blueprint in under a day.

Phase 01
Contextual Data Harvesting

Your team talks. Our AI listens.

Each employee spends 15 minutes in a conversational AI interview. The agent adapts in real-time — probing deeper into bottlenecks, tagging patterns, and building a complete picture of daily workflows across your organization.

  • Questions adapt to seniority — ICs get workflow analysis, leaders get strategic + budget questions
  • Voice or text input — natural conversation
  • Auto-tags recurring pain points, tools, and cost signals
Interviewing: Operations Team
Cirql Agent is active
C

Walk me through how you handle inventory checks each morning.

I open our Google Sheet and cross-reference against QuickBooks manually. Takes about 45 minutes.

Repetitive task identified
DataEntry
QuickBooks
C

45 minutes daily — that's significant. Is the spreadsheet ever outdated by the time you check it?

SC
Phase 02
Process Mapping

We synthesize everything.

Our engine cross-references every interview, maps tool usage across roles, and identifies exactly where friction costs you the most time and money. Leadership insights validate ground-level pain points — so nothing is just one person's opinion.

  • Cross-department pattern recognition
  • Leadership + IC insights correlated automatically
  • Org chart, tech stack, and bottleneck rankings built from data
CRM Data Entry
High Friction
Manual data transfer
18 hrs/week
Sales team re-enters lead data from email into HubSpot manually. No automation between inbox and CRM.
3 employees affectedSales & Ops
Analysis Progress89%
7 of 7 interviews completeProcessing...
Phase 03
The Actionable Blueprint

You get the roadmap.

A comprehensive report with org-wide analysis and department-level deep dives. Quick wins, emerging tools, and custom build recommendations — all grounded in what your team actually told us. Then explore the data further with our AI chat agent.

  • Org-wide report plus department-level deep dives
  • Quick wins, emerging tools, and custom build proposals
  • AI chat agent to ask follow-up questions about your data
Automation ROI
$14,250/month potential
Operations$6,200/mo
Sales$4,100/mo
Support$2,400/mo
Finance$1,550/mo
Based on 7 employee interviews143x return on $99

15 minutes per person. Results by that same afternoon.

Speed to clarity

This morning you had questions.
By lunch you have answers.

Most companies spend months scoping AI — hiring consultants, scheduling workshops, waiting for reports. This replaces all of that with a single afternoon.

9:00 AM
You sign up

One payment, create your company profile, get your assessment link.

9:05 AM
Share the link

Send it to your team via email or Slack. No accounts needed — they just click and talk.

9:20 AM
First interview done

15 minutes of conversation. Adaptive questions. Voice or text. That's it.

12:00 PM
Whole team finished

Even a 50-person company wraps by lunch. People fit it between meetings.

12:30 PM
Dashboard lights up

Tech stack maps, bottleneck rankings, department breakdowns — all visualized.

1:00 PM
Reports are ready

Org-wide analysis plus department-level deep dives. Three tiers of recommendations.

1:30 PM
You're asking follow-ups

"What are the biggest bottlenecks in Sales?" The AI chat agent answers instantly.

Total elapsed time:~4 hours(not 4 months)

One price. Full team coverage.

No per-seat fees. No subscriptions. Pay once, assess your entire organization.

Full Org Audit
$99/flat-fee

Unlimited agent interviews included.

Unlimited employee interviews
Role-aware questions — from individual contributors to C-suite
Auto-generated org chart, tech stack map & visual dashboard
Bottleneck analysis ranked by impact
Org-wide + department-level deep-dive reports
AI chat agent to explore your results on demand
How we find what's specific to you

We don't guess where AI fits.
We ask everyone.

Every employee gets a role-adapted AI interview. The operator knows where they waste time. The manager sees the team-wide pattern. The VP knows the budget. We connect all three — so your roadmap is grounded in reality, not assumptions.

Individual Contributors
The people doing the work
Walk me through the first 30 minutes of your day.
Where do you spend time on tasks that feel repetitive?
Which tools do you switch between most often?

+ more adaptive follow-ups

What this surfaces

The specific bottlenecks — the copy-paste between systems, the manual data entry, the approval queues, the tools that don't talk to each other. This is where you find the quick wins.

Managers & Team Leads
The people who see patterns
Which handoffs between your team and other departments break down?
Where does your team spend the most time on non-core work?
What reporting or tracking do you wish was automated?

+ more adaptive follow-ups

What this surfaces

Team-level friction — the recurring complaints, the broken handoffs, the reporting that takes all of Monday morning. Managers validate what ICs report and add cross-team context.

Directors, VPs & C-Suite
The people who set priorities
What strategic initiatives are in the pipeline for this year?
Where is budget already allocated for operational improvements?
Which departments have the most urgent capacity constraints?

+ more adaptive follow-ups

What this surfaces

Strategic context — budget reality, upcoming initiatives, organizational priorities. When a VP says "we're already planning to fix onboarding" and three ICs describe onboarding pain, that's a pre-approved priority.

See exactly where AI fits in your organization.

Why this approach

The least invasive way to map your operations.

Traditional process mining requires months and six figures. AI-powered conversational interviews get the same depth in a day — without disrupting your team.

Surveys & Forms

Only answers questions you thought to ask

Adaptive questions
Deep context
Scales to 100+ people
Honest responses
Results in days
$
Shadow Sessions

People change behavior when watched

Adaptive questions
Deep context
Scales to 100+ people
Honest responses
Results in days
$$$
Event-Log Mining

Only captures what lives in software logs

Adaptive questions
Deep context
Scales to 100+ people
Honest responses
Results in days
$$
AI InterviewsOURS

15 min per person, adapts in real-time

Adaptive questions
Deep context
Scales to 100+ people
Honest responses
Results in days
$
Sample findings

Precision insights. Tangible results.

Real findings from a 12-person industrial distribution company. Every department gets specific, actionable intelligence.

The Finding
4.5 hrsper rep, per week

Manual CRM data entry

Sales reps copy lead information from emails and calls into HubSpot by hand. No automation between inbox, call logs, and CRM — causing duplicates and missed follow-ups.

3 employeesSales
The AI Solution

Automated lead capture pipeline

An AI agent monitors inbound emails and call transcripts, extracts lead data, and creates/updates HubSpot records automatically. Reps review and approve instead of typing.

HubSpot APIGPT-4oZapier
13.5 hrs/week reclaimed
Sample report

What your report looks like

Real output from a 12-person industrial distribution company. Scannable, prioritized, and actionable.

Organization Map

Reports to: No Manager
T
Tom Rivera
CEO
S
Sarah Chen
Operations Manager
D
David Okafor
Warehouse Lead
J
James Wright
Field Service Tech
R
Rachel Kim
Customer Service Manager
M
Mike Johnson
Sales Director
L
Lisa Park
Account Executive

Tech Stack

Communication
SlackGmailZoom
Documents
Google DocsGoogle Sheets
Finance
QuickBooks
Operations
Custom SpreadsheetsWarehouse Mgmt
CRM
HubSpot
Project Mgmt
Trello
Bottleneck Rankings
1
Inventory cross-referencing
Critical8 hrs/week
2
Manual quoting process
High6 hrs/week
3
No shared customer history
Medium4 hrs/week
Quick Wins
QuickBooks → Sheets auto-sync
4 hrs/week saved$20/mo
Shared HubSpot inbox
2 hrs/week savedFree (existing plan)
Quote template with VLOOKUP
3 hrs/week savedNo cost
Cirql Can Build
Real-time inventory dashboard
$4,800/mo3 weeks
Automated quoting system
$3,600/mo2 weeks
Customer service AI agent
$2,400/mo1 week

Example report from Acme Industrial. Your report will be customized to your team, tools, and bottlenecks.

Frequently Asked Questions

Everything you need to know about the AI Assessment

What exactly is this assessment?
It's an AI-powered interview tool. Each employee spends about 15 minutes chatting with our AI, which asks adaptive questions about their role, the tools they use, their daily workflow, and where they feel stuck. The AI compiles all responses into a comprehensive report for your company.
How long does the whole process take?
Each employee's interview takes 10–20 minutes. For a company of 50 people, you could have every single assessment completed in a single day. The report is generated as soon as your team finishes.
What does the $99 cover?
Everything. Unlimited employees can take the assessment — there are no per-seat fees. You get the full AI interview experience, auto-generated org chart, tech stack mapping, bottleneck analysis, department-level deep dives, an AI chat agent to explore your data, and a comprehensive recommendation report you can download as a PDF.
What kind of questions do executives and managers get?
The interview adapts based on seniority. Individual contributors get deep questions about their daily workflows and tools. Directors, VPs, and C-suite get a different track — budget awareness, decision-making processes, upcoming strategic initiatives, team-level observations, and cross-department friction. This means your report doesn't just surface what's broken — it surfaces where leadership already has buy-in to fix it.
Can I get a report for just one department?
Yes. On the dashboard you can generate a department-level deep dive that analyzes one team's workflows, tools, pain points, and optimization opportunities in detail — the kind of analysis a department head can act on directly. You can generate both an org-wide report and individual department reports.
Can I ask follow-up questions about the results?
Yes. Your dashboard includes an AI chat agent that has access to all your assessment data. You can ask things like "What are the biggest bottlenecks in Sales?" or "Which tools overlap between departments?" and get instant answers grounded in what your team actually said.
Can employees talk instead of type?
Yes. The chat interface includes voice input, so employees can simply speak their answers. The AI transcribes everything in real time. It's designed to feel as natural as a conversation.
Is our data secure?
Absolutely. All data is encrypted in transit and at rest. We don't share your company's data with anyone. Your assessment data is used solely to generate your report.
What kind of recommendations will we get?
The report includes three tiers: (1) Quick wins — things you can do today with existing tools. (2) Emerging solutions — bleeding-edge AI tools that could help specific workflows. (3) Custom builds — what a team like Cirql could build for you. When leadership provides budget context, recommendations are anchored to organizational priorities and spending reality.
Who is Cirql?
Cirql (cirql.ai) is a US-based technology partner for businesses. We embed in your operations, find what's slowing you down, and build the tools to fix it — custom CRMs, inventory systems, AI agents, and more. This assessment is the fastest way to find out where to start.
Do we have to hire Cirql after the assessment?
Not at all. The report is yours whether you work with us or not. Many of the recommendations are things your team can act on independently. If you do want help implementing, we're here — but there's zero obligation.

Map your workflows today.

Your team already knows where the bottlenecks are. Give them 15 minutes to tell you.

Built by the team at

Cirql

We're the technology partner for industrial companies. We embed in your business, find what's slowing you down, and build the tools to fix it — custom CRMs, inventory systems, AI agents, and more. This assessment is the fastest way to find out where to start.

Learn more at cirql.ai
Full org audit — $99