TunTech Operations Platform

Purpose-built diagnostic depth for cloud and technology consulting firms.

TOP is an AI-assisted diagnostic platform built on the Anthropic ecosystem. It raises the analytical ceiling on every engagement — surfacing patterns, quantifying economic impact, and synthesizing findings with rigor that would otherwise require a team and months of work. Every output is reviewed and validated before it reaches you.

What TOP is

A purpose-built diagnostic platform. Not a general AI tool.

TOP was designed from the ground up to support the Operational Performance Diagnostic (OPD) — pattern matching, economic analysis, and synthesis — using a knowledge base built from 30+ years of delivery operations experience inside cloud and technology consulting firms. It doesn't replace the engagement process. It makes the analysis significantly more rigorous, consistent, and complete than what a single consultant could produce manually.

Purpose-built, not adapted
Every capability, every pattern, every analytical layer was built specifically for cloud and technology consulting firm diagnostics — not a general tool pointed at your situation.
Human-in-the-loop by design
AI generates the analysis. I validate every finding before it becomes a deliverable. You never receive raw AI output.
Evidence-first output
Every finding is attributed to a specific source — interview, document, or data point. Confidence levels distinguish confirmed findings from inferred ones.
Economically grounded
Findings aren't just identified — they're quantified. P&L impact is calculated for every finding that reaches the final deliverable.

What TOP does

Three core capabilities. One integrated diagnostic.

TOP handles the analytical heavy lifting across three interconnected functions — each feeding directly into the final deliverables you receive. The engagement timeline is the same. The depth and consistency of analysis is not.

Capability 01
Pattern recognition
Analyzes intake data, interview transcripts, and uploaded documents to surface operational patterns across all ten domains — with evidence attribution for every finding. Catches what a manual review would miss.
Capability 02
Economic quantification
Translates operational findings into P&L impact — margin risk, utilization drag, revenue exposure. Every finding arrives with a dollar range, not an observation.
Capability 03
Synthesis and delivery
Consolidates findings, economic estimates, and roadmap recommendations into a coherent Executive Briefing — consistent, prioritized, and client-ready every time.

Human-in-the-loop

AI does the analysis. I sign off on everything.

TOP raises the analytical ceiling — it does not replace consulting judgment. Every finding, every economic estimate, and every roadmap recommendation is reviewed and validated before it becomes a deliverable. What you get is rigorous AI-assisted analysis filtered through 30+ years of delivery operations experience.

TOP generates
Pattern matches, candidate findings, economic calculations, and draft Executive Briefing and Roadmap
I validate
Evidence quality, confidence ratings, economic reasonableness, and overall diagnostic coherence
You receive
A consultant-reviewed, evidence-backed deliverable — more complete and consistent than a manual diagnostic alone

How the diagnostic flows

1
Intake and document collection
Structured intake form and document upload covering org structure, client profile, delivery model, and existing processes.
Assess phase
2
Stakeholder interviews
Leadership and delivery team interviews captured via structured templates. Interview data feeds directly into TOP for analysis.
Assess phase
3
AI diagnostic analysis
TOP processes all intake and interview data — surfacing findings across all ten operational domains, calculating economic impact, and stress-testing conclusions before they reach the consultant.
Diagnose phase
4
Consultant review and validation
I review every finding for evidence quality, economic reasonableness, and diagnostic coherence. Output is edited and validated before delivery. Nothing reaches you unreviewed.
Human-in-the-loop
5
Executive Briefing and Roadmap delivery
Final deliverables: a leadership-ready Executive Briefing and a prioritized Roadmap with economic justification for every recommendation.
Architect phase

From intake to Executive Briefing.

How it fits

TOP is the analytical layer. Not the product.

You don't buy access to TOP. You buy clarity, economic prioritization, and a roadmap. TOP is the analytical layer behind the scenes that lets a single-consultant engagement produce the level of rigor that would otherwise require a larger team and a longer timeline.

Client-facing offer Operational Performance Diagnostic
Method ADAPT framework
Analytical engine TOP Platform
Human review Required before deliverable

Start with the diagnostic, not the platform.

TOP matters because it strengthens the diagnostic. The value to you is clearer findings, better economics, and a more useful roadmap.

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