About Whiz
A founder-led, AI-augmented services firm for engineering organizations.
Licensed software is under pressure from AI. AI-augmented services — delivered with ISO discipline and a measurement contract — are the pivot. Whiz partners with engineering organizations to compress decision latency without compromising on rigor.
Mission
Every Whiz engagement targets a customer end-state in which the engineering organization can produce high-confidence decisions faster than its operating tempo demands — repeatably and audit-defensibly, after we exit.
Operationalized: at least a 50% reduction in mean decision latency for the engagement's chosen decision class, no regression in rework or defect-escape rates, and at least 90% conformance to the agreed to-be architecture — with the customer's sponsor signing that their own people are operating the new state for two measurement cycles before we close the engagement.
Brand voice
Why "Whiz."
Decision dominance is borrowed from defense doctrine — Boyd's OODA loop, sharpened for industrial use. It names what is actually scarce in the engineering buyer's environment: not tools, not frameworks, not advisors, but the measurable speed-up of defensible decisions.
We chose dominance, not velocity, because velocity alone reads as carelessness to risk-averse buyers. Dominance signals advantageous outcome, not fast motion. It is competitive language, and it situates the customer's decision-making in a competitive frame.
The visual language follows the same logic: editorial-research aesthetic — McKinsey, BCG, a16z reports — not a SaaS-marketing palette. Deep navy, antique gold, restrained typography. We sell gravitas, not novelty.
How we operate
Four principles that survive contact with every engagement.
- Measurement first, always
- No transformation ships without a quantified baseline and a quantified delta. The Phase-1 baseline is non-optional regardless of which tier you buy.
- Change management is the product
- We do not hand over a platform. We hand over an organization that has absorbed a capability — and can operate the to-be without us for at least two measurement cycles.
- ISO discipline, operator language
- Deliverables cite specific ISO clauses, but we present them in operator language at SMB and in auditor language at mid-market and gov. Same backbone, calibrated tone.
- Fees against deltas
- A meaningful share of Pilot fees is contingent on the measured outcome we name in the contract. If we miss, we eat it. We will not sell a contract we cannot defend.
Sequencing
SMB beachhead first. Mid-market in parallel. Government at scale.
Whiz lands first in small-business engineering teams — 10–75 engineers, privately held, building physical or hybrid hardware/software products. A director-of-engineering can authorize a Diagnostic Sprint inside a quarter; the same sale takes 12–24 months at gov. The methodology gets stress-tested cheaply, references compound upward, and the productized service shape hardens against bespoke drift.
Mid-market follows as a fast-follow once SMB Pilots produce measured, named, public references. Federal civilian agencies and DoD program offices are pursued in parallel for relationship-building, partner-led through defense-prime subcontracting and ecosystem partnerships, with revenue scaling once two conditions are met: at least two public SMB Pilot references in writing, and at least one contract vehicle in place.
Year 1
SMB beachhead
Diagnostic Sprints and Pilots in small-business engineering teams.
Year 1 → 2
Mid-market fast-follow
Systems integrators, regulated devices, tier-2 primes — ISO framing lands directly.
Year 2+
Government at scale
DoD program offices and federal civilian agencies, partner-led until founder transition.