Services

The lead offer, and the capabilities behind it.

The lead is AI/ML workflow engineering. Everything else is proof the same method transfers across domains. Each service has a named deliverable and a clean stop condition.

Lead offer

The one offer I lead with.

Sprint

AI Workflow Diligence Sprint

Workflow Diligence Readout

Bring one business or technical workflow that is slow, manual, or too fragile to automate blindly. I map how the work happens now, find the parts worth testing, and give you a pilot scope you can choose to build or reject.

One workflow
Three calendar weeks
A clear pilot decision

For: Business owners, operations teams, and science or engineering teams with a recurring workflow, representative inputs, and a decision about whether automation is worth funding

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Engagement shape

Scoped on the call.

The right first step depends on the workflow you bring. A scoping call determines whether the fit is a fixed-scope sprint, a pilot build, or a narrower diagnostic.

Enabling capabilities

The same method, proven across domains.

These remain live for search, fit checks, and technical diligence. They support the lead offer instead of competing with it, grouped below by the kind of work they do.

Workflow Engineering

Building and hardening the automation itself, once the Sprint has scoped it.

Workflow build

Custom AI Workflow Pilot

Verified Workflow Pilot

Build one useful workflow your team owns. The pilot works on representative inputs, keeps a person in the decisions that matter, and leaves a run record you can inspect.

View details → SynData

Synthetic Data Validation Pilot

Synthetic Data Validation Scorecard

You already have synthetic data. Now find out what it is good for, where it leaks information, and where the evidence is too weak to rely on.

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Scientific & R&D Decision Support

Deciding what is worth building, and proving the case before capital is committed.

Strategy

R&D Decision Roadmap

Before you fund the next phase, work out what still has to be true. I turn the technical evidence, commercial assumptions, and open risks into a set of decisions your team can act on.

View details → Teardown

Half-Day Workflow Teardown

Workflow Teardown Readout

The smaller paid first step. I spend half a day on one workflow with the people who run it, then write a short readout: where the friction is, and whether the Diligence Sprint is the right next step.

View details → Advisory

AI Technical Advisory

AI Decision Brief and Advisory Record

Some AI decisions do not need a three-week Sprint. They need an experienced technical voice in the room, a clear reading of the evidence, and someone willing to say when the proposed answer does not hold up.

View details → Biotech

Biotech Development and Scale-Up Plan

Lab-to-Plant Decision Plan

A good lab result is not yet a scale-up plan. I work through the process data, assumptions, and failure points so your team knows what to test before it commits to the next scale.

View details → TEA

Process Economics Decision Model

Objective-Function TEA Model

A process can look attractive because the model is optimizing the wrong thing. I build the economics around the decision you actually face, then show which assumptions are carrying the answer.

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Federal & Technical Communication

Getting technical work funded and understood by reviewers, boards, and the public.

Comms

Technical Communications

Audience-Ready Communications Package

Turn technical work into material people can understand, remember, and use. I develop the message and supporting content for written, visual, recorded, and live communication without flattening the science.

View details → Federal

Federal Funding Readiness Sprint

Heilmeier Gap Map

Review a stalled SBIR, STTR, or BAA draft against its actual solicitation and get a criterion-linked revision and submission decision plan.

View details → FedPlatform

Federal Proposal Workflow Setup

Proposal Lifecycle Repository

Stop rebuilding the proposal process every cycle. I set up the repository, templates, checks, and review workflow your team can reuse from capture through submission.

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