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Future Works and McKinsey
This is not a versus page. McKinsey is the reference point for corporate strategy, and QuantumBlack gives it serious AI advisory depth. Future Works does a different job: the execution engine that turns an approved strategy into production AI. AI agents in production on twelve-week, outcome-staked cycles, with value verified by your ROI-approving stakeholders inside the first quarter. If you searched for a McKinsey alternative, the honest answer is that we are not one for strategy. For getting the strategy into production, read on.
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The honest framing
Two different jobs. Most programs need both.
What McKinsey is for
Board-level strategy: where to compete, what the AI opportunity is worth, how the operating model should change. McKinsey's diagnostic depth and industry benchmarks make the case for change and give it a number the board trusts, and QuantumBlack extends the firm into AI and analytics delivery. When the question is what to do and why, a strategy firm of that caliber earns its place at the table.
What Future Works is for
The deck is approved and the AI still is not in production. That is our job. We take the value case a strategy firm has built and convert it into working systems: AI agents in production workflows inside twelve weeks, fees staked on the same number the strategy promised, and senior experts accountable for the KPI delta. Twelve-week cycles, value baselined in Week 2, verified by the stakeholders who own it. A strategy firm tells you where the value is. Our agents and experts get the operation there.
The velocity is a quality lever, not a trade-off. More iteration and more insight in the same window mean sharper deliverables, not just faster ones.
Side by side
How the two models differ.
The models are complementary, not competing, and the grid reads that way. A strategy consultancy and an agentic execution engine are built for different halves of the same program. Here is how the two compare across the dimensions a buyer weighs.
Delivery model
Future Works
An AI-native execution engine. We take an approved value case and operationalize it: agents in production, instrumented against a baseline your stakeholders sign.
McKinsey
A global strategy and management consultancy. Engagements center on advisory: diagnostics, strategy, and operating model design, with QuantumBlack extending into AI and analytics delivery.
Team
Future Works
No pyramid. AI agents do the production work; named senior experts direct them and sign for the outcome. Substitutions need your sign-off.
McKinsey
Partner-led engagement teams drawn from a deep generalist and specialist bench, scaled through the firm's pyramid.
Speed and cycle
Future Works
Verified value in twelve weeks. Shipped workflows and a stakeholder-signed KPI delta inside the first quarter, then compound.
McKinsey
Strategy engagements typically run weeks to months and conclude in a recommendation. Implementation support extends further where the client asks for it.
Commercial model
Future Works
Value-based fees, a first cycle that proves it, and a transparent named-resource plan. Our fee is tied to the number the strategy promised.
McKinsey
Professional fees for advisory work, scoped by engagement. The commercial model prices the quality of the answer, not the downstream operating result.
Risk and accountability
Future Works
A portion of the fee is staked on validated outcomes against a Finance-approved baseline. Delivery is auditable end to end, accountability you can check.
McKinsey
Accountability for the rigor of the recommendation. Execution outcomes usually sit with the client and its delivery partners, which is exactly the slot we fill.
AI posture
Future Works
Agentic at the core. The delivery engine is built from AI agents; the humans are senior and accountable for the number.
McKinsey
QuantumBlack gives the firm a dedicated AI and analytics arm applied inside advisory engagements. The engagement model remains consultant-led.
Commitments
Four contractual commitments,
live in every cycle.
A strategy engagement prices the answer. These commitments price the result. They are written into how Future Works engages downstream of any strategy firm's work.
- 01
Value-Based Fees
Fees tied to the value we deliver, measured against a baseline your Finance organization approves. Not the hours spent.
- 02
Sub-12-Week Phases
Value ships inside a quarter, every quarter. The pace is written into the contract, not the pitch.
- 03
Transparent Resource Plan
Named senior experts on the SOW. Substitutions need your sign-off. No labor pyramid, no juniors learning on your operation, no black box.
- 04
Auditable by Design
Every request, decision, and result on the ledger. Governed, traceable execution you can hand to audit.
Proof
AI operationalized at Fortune 100 scale.
We have stood up instrumented operations and shipped production AI inside asset-heavy operators across real-world industries. The mechanism is the same on every engagement: a named pod, agents owning the volume, and a baseline your stakeholders sign.
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Direct line
See the engine on your operation.
Twenty-five minute call. A Cycle 1 sketch tied to the operation, KPIs, and P&L levers in front of you right now. Baseline mechanics, cycle scope, the fastest-payback levers. No slides, no obligation.
No obligation. We pick up.
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