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Live — AI-native consulting

Map Your Operations.Integrate AI Where It Matters.

A compass, not a contractor.

Our AI agents interview your teams, map how work actually happens, and identify the three places where AI pays back the most — in days, not months.

One workflow · a one-page map and a written verdict · 3 business days · no obligation

Production AI in 90 days. Or you don't pay.

Organizations we've worked with

  • Cohere
  • A-Way Express
  • Paracelsus
  • Medizin Online

Research collaborations

  • University of Toronto
  • UC Berkeley
  • Vector Institute

An AIDOLS venture

  • GrantOpsGrantOps

Our ROI guarantee

If the deployed system does not generate ROI exceeding its fee within 90 days, the fee is refunded in full. Fixed-fee engagements. No hourly billing. No strategy decks.

See how the guarantee works →

Why operational mapping comes first

Most AI projects fail because the company doesn't understand its own operations.

The failure mode isn’t the model or the vendor. It’s that leadership is making AI bets on a blurry picture of how work actually gets done.

Traditional consulting gives you a sampled, filtered, politically-edited view — 20 interviews compressed into a deck. Internal automation teams give you marginal process fixes that don’t compound.

We do the third thing: AI agents interview every team, map every handoff, and surface the three places where AI pays back the most. Then we build those systems and deploy them to production in 90 days.

Headquartered in Toronto, AIDOLS has practiced AI-native consulting since 2024: engineers, not analysts; production code, not slides.

Traditional Consulting

  • Sample-based interviews filtered through hierarchy
  • 3–6 months to a deliverable
  • Strategy deck that sits on a shelf
  • $500K–$2M+ engagement

AIDOLS

  • AI agents get unfiltered answers from 100% of teams
  • Days to an operational map; 90 days to production AI
  • A map and a shipped AI system, not a deck
  • Fixed fee; refunded in full if ROI doesn't exceed it within 90 days

How we build
AI systems

Four steps, each with a fixed scope and a clear deliverable: map the work, prove a first result, deploy to production, then scale what pays. See the methodology and the pricing.

01

Map

Free

A free workflow map, or the AI Operations Audit: how the work runs today and a written verdict per bottleneck (software, a process change, or AI).

02

Sprint

2–3 weeks · $15K–$25K

A fixed-fee Sprint on the bottleneck that costs most, with the first measurable result in 2–3 weeks.

03

Build

90 days · $75K–$150K

Production deployment within 90 days, with a 40%+ efficiency target. If ROI doesn't exceed the fee within 90 days, the fee is refunded in full.

04

Scale

Retainer · $25K/month

An optional monthly retainer to run, tune and extend the system after go-live. Prorated refund.

Book a diagnostic call

15 minutes. Free. No deck, no sales pitch — a real diagnostic.

You'll leave the call with:

  • A map of where AI pays back the most in your business
  • A rough ROI estimate for the top 2–3 opportunities
  • A clear next step — or honest feedback that AI isn’t the right move yet

Fixed fee · Production AI in 90 days · Refunded in full if ROI doesn't exceed the fee

Products fromour consulting work

AI products built on the same playbook as our consulting work: map the workflow, give a written verdict, and deploy AI only where it pays. Our AI readiness assessment finds the opportunities; our implementation services put them into production in 90 days, under a written ROI guarantee.

Frequently Asked Questions

How long does the process take?

The AI readiness assessment takes days, not months. Our AI agents conduct interviews and map operations in parallel across your entire organization. Most companies have a complete operational map and prioritized AI roadmap within one to two weeks. Implementation of the first AI opportunities typically begins within weeks of the assessment.

Timeline

How do the AI interviews work?

Our AI agents conduct structured conversations with people across every team and level of your organization. They ask about actual workflows, pain points, and decision-making processes. Because they are AI, people tend to be more candid than they are with human consultants. The agents synthesize thousands of data points into a clear picture of how work actually happens, not how org charts say it should.

Process

What exactly do we get as a deliverable?

Two things. First, an operational map showing how work actually flows across your organization, including bottlenecks, redundancies, and communication gaps that are invisible from the top. Second, a prioritized AI roadmap ranking every opportunity by impact, feasibility, and expected ROI. This is not a strategy deck. It is a working document your team can execute against immediately.

Deliverable

How is this different from McKinsey or BCG?

Traditional consulting firms send junior analysts to interview a sample of your team over months, then deliver a PowerPoint. We deploy AI agents that talk to 100% of your teams in days. The result is more comprehensive, more candid, and a fraction of the cost. We also do not disappear after the deck. Our system re-maps your operations as you evolve, so the roadmap stays current.

Approach

What size company is this for?

We work with companies from 50 to 50,000 employees. The AI assessment scales naturally because the agents conduct interviews in parallel. Larger organizations actually benefit more because the operational complexity and cross-team blind spots are greater. If you have at least 50 people and suspect there are AI opportunities being missed, the assessment will surface them.

Fit

What industries do you serve?

The operational mapping works across all industries because every organization has workflows, bottlenecks, and communication patterns. We have deep expertise in manufacturing, healthcare, financial services, retail, logistics, and technology. Our AI agents adapt their interview approach to industry-specific terminology and workflows, so the output is immediately actionable regardless of your sector.

Industries

What's the ROI guarantee?

Before we build anything, we model your specific outcomes. If the model shows the engagement will not pay back, we do not take it. When we do, the guarantee is in writing: the target is a 40%+ efficiency gain measured at day 90, and if the deployed system does not generate ROI exceeding its fee within 90 days, the fee is refunded in full.

ROI

How is our data protected?

All interview data is encrypted in transit and at rest. Interview responses are anonymized before analysis, so individual employees cannot be identified. We never share or sell your data. In regulated industries we work within your SOC 2, HIPAA, PIPEDA or GDPR regime. Your data stays yours.

Security

Still have questions?

Talk to our team. No pitch deck, just straight answers about your situation.

Book a 15-minute call

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Tell us what you’re trying to solve.

We’ll reply within 1 business day.

Fixed fee · Production AI in 90 days · Refunded in full if ROI doesn't exceed the fee

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