McKinsey-grade AI adoption, in minutes

Turn workflow friction into AI leverage.

Symbiosis audits your workflow across the full adoption arc — pre-AI readiness, onboarding playbooks, and post-AI evolution — and ships a board-ready report tailored to your persona and industry.

No credit card · AI-assisted onboarding · < 3 min to first report

87
/ 100
Symbiosis Score

Customer support triage workflow

Strong AI fit. 3 P0 bottlenecks identified — automating intake & routing could reclaim ~14 hrs/week with payback in < 2 months.

Hrs / week
14
Annual savings
$48k
Payback
1.8 mo
AI-assisted onboarding

From cold start to first audit in 60 seconds

Tell us who you are and the workflow that frustrates you most. The AI handles the rest — discovery, scoring, playbook.

1
Persona
2
Workflow
3
AI preview

Who are you building for?

We tune the recommendations, tone and ROI math to your context.

The full adoption arc

A complete loop — not just a one-shot audit

Most tools stop at recommendations. Symbiosis is built for continuous AI evolution.

01

Pre-AI

Discovery & readiness scoring. Map bottlenecks, surface the 20% of steps capturing 80% of upside.

02

Onboarding

Sequenced playbook — tools, prompts, integrations, and governance — calibrated by effort vs impact.

03

Post-AI

Continuous evolution. Track hours saved, log wins & issues, and benchmark against industry peers.

Built like a McKinsey deck, priced like SaaS

Every audit ships with citations, confidence scores, ROI math, and a 30-day rollout playbook.

Persona-tuned prompts

From solopreneur to conglomerate — the model adapts tone, math, and rollout depth.

Risk register baked in

Every audit surfaces privacy, hallucination, change-management & dependency risks with mitigations.

Vision + text input

Drop process maps or screenshots. The AI parses them as primary evidence.

Post-AI tracker

Log wins, issues and hours saved. Watch your compounding gains over time.

Your first audit is on us.

Sign up and run a full Symbiosis audit in under 3 minutes. Export to PDF or DOCX, share with stakeholders, and start compounding.