01 / Automation
A workflow that survives retries.
Run a synthetic intake workflow, interrupt it, and inspect the recovery log. See what changed and which failures still need a person.
Explore the demonstration
Consult
Make the right thingwork.
AI workflow automation, data quality, and digital product consulting. Understand the problem, build a useful response, and see how it performs.
Inside the work
See the work.
Try it yourself.
Three demonstrations built with synthetic data. Read the decisions, download the files, reproduce the output, and inspect the limits. These are not client case studies.
02 / Data
Trace a number you can explain.
Download the messy dataset, follow each cleaning decision, and reproduce the totals. Every rejected record keeps a reason.
Explore the demonstration03 / AI evaluation
Test the answer before trusting it.
Inspect answer checks, failure cases, and limits using a synthetic test set. This is a reproducible evaluation exercise, not a model benchmark.
Explore the demonstrationSix service families — pick the door, the method is the same
AI Transformation
Decide where AI belongs, prove it with a pilot, and ship it with guardrails people can review.
ExploreData Modernization
Pipelines, platforms, and analytics that agree with each other — and with the business.
ExploreDigital Products
From fuzzy ambition to a scoped roadmap, honest requirements, and a shipped product.
ExploreDigital Experience
Find where customers struggle, measure what matters, and personalize with intent.
ExploreHealthcare Technology
HL7 interfaces, engine work, and HIPAA-conscious healthcare data and analytics.
ExploreFractional Leadership
Senior product, data, and AI leadership by the month — without the full-time hire.
ExploreStart with the question you have.
Start with one workflow, one disputed number, or one product decision. We agree on a written scope, deliverables, timing, and fees before paid work begins.
A project conversation
Start with your problem
- Best for
- A team deciding where to begin
- You bring
- The problem, constraints, and what you have tried
- Next step
- Clarify the fit and decide whether a scoped engagement makes sense
Workflow assessment
Scope before software
- Best for
- A recurring workflow with manual handoffs or uncertain AI value
- Deliverables
- A current-state map, baseline, candidate shortlist, and recommended next step
- Boundary
- Implementation, software subscriptions, and ongoing support are scoped separately
Data investigation
Trace it before replacing it
- Best for
- A disputed metric, unreliable data flow, or unclear system handoff
- Deliverables
- A source-to-output trace, documented quality issues, validation rules, and prioritized fixes
- Boundary
- Migrations, production changes, and platform costs require a separate agreed scope
Already know you need a larger engagement? Roadmaps, implementation, and ongoing advisory
- Strategy & roadmap
- Priorities, dependencies, decision criteria, and an implementation sequence.
- Pilot or implementation
- An agreed build, test plan, acceptance criteria, and handoff.
- Ongoing advisory
- A defined responsibility, working cadence, and decision process with your team.
A scope you can evaluate — before you commit
Each proposal identifies the question, deliverables, access needed, acceptance criteria, fees, and what is outside the engagement. Dates depend on that scope and availability. Implementation, third-party software, and ongoing support are included only when the proposal says so. No purchase or case-study permission is required to send an inquiry.
How an engagement runs — the short version
- Learn the workflow with the people doing it. Agree on the question, available evidence, and baseline.Understand
- Write the scope, deliverables, exclusions, decision criteria, timing, and fees. Decide whether process, software, data, or AI fits.Agree
- Build or investigate within the agreed scope. Record tests, assumptions, failure cases, and decisions.Build
- Show the result against the agreed criteria. Hand over the findings or deliverable, its limitations, and the next steps.Show