01 / Customer experience
Serve people in new ways.
Create intelligent conversations, guided service, and useful self-service that connect to the work behind the answer.
Measure: Response time, completion, service quality.
AI strategy. Custom AI. Systems engineering.
Build the business AI makes possible.
Rapid scoping. Fast delivery. Early ROI.
New ways to serve customers. More intelligence in the hands of your people. Products and services you can now bring to life.
We turn the strongest opportunity into a focused scope, working software, and a measurable first result. Then we build on what works.
Five industry practices
Start with work your team recognizes.
Commercial Real Estate
Turn deal information into investment readiness.
Prepare source-linked diligence, reconcile portfolio facts, and keep capital workflows moving.
Explore the applications →TravelGive every advisor a better next move.
Capture the request, compare the real options, explain the reservation, and prepare the follow-up.
Explore the applications →HealthcareConnect information to coordinated care work.
Prepare longitudinal information, organize follow-up, and connect clinical and operational systems.
Explore the applications →Legal TechnologyTurn matter documents into referenced facts.
Connect sources, chronology, open questions, and review tasks in a professional workspace.
Explore the applications →Civic & Public AffairsTurn public records into evidence and service.
Prepare sourced analysis, route constituent requests, and organize administrative work.
Explore the applications →What AI can unlock
More to offer. More ability to deliver.
02 / Team capacity
Put expertise within reach.
Give your people source-linked answers, prepared work, and connected workflows so they can handle more with confidence.
Measure: Throughput, review effort, corrections.
03 / Business growth
Bring a new offering to market.
Turn specialist knowledge or a distinctive service into an AI-enabled product that customers can use and your team can support.
Measure: Adoption, conversion, contribution margin.
A focused first engagement
Your first AI win.
A 30-day Sprint.
One business outcome. A defined scope and fee. Working software and evidence for the next decision.
See the plan and estimate the returnA typical plan for a qualified, bounded scope after agreement and required access are in place. The proposal specifies the fee, schedule, acceptance criteria, and whether the release is a prototype or a live pilot.
An illustrative example
An answer you can trace. An exception you can see.
Three fictional documents become a source-linked decision brief. The example shows both the useful answer and the unresolved date a person needs to check.
Explore the prepared walkthrough Fictional sources · No live AI processing
01 / Source material
Project brief Source 1
A new knowledge service
A specialist training business wants to pilot a paid knowledge service for field teams. Start with 120 approved guides. Answers must link to the guide passages behind them.
The requested pilot date is October 12. The pilot build budget is capped at $18,000.
Delivery email Source 2
Pilot group and timing
Twenty specialists are available to try the service. The sponsor has asked whether the pilot can move to October 5; the delivery lead has not confirmed the change.
The content owner will review answer quality each week.
Scope note Source 3
First release
Provide searchable questions and answers over the approved guides, with source passages and an option to flag an answer for review. When the sources do not support an answer, say so.
Billing is outside the pilot. Access design and content approval are still to be agreed before the pilot starts.
02 / Prepared decision brief
Launch a specialist knowledge service.
Make approved expertise available through questions and source-linked answers. Test usefulness with a small pilot group before deciding on a paid launch.
- Starting knowledge
- 120 approved guides Source 1
- Pilot audience
- 20 specialists Source 2
- Build budget cap
- $18,000 Source 1
- Review owner
- Content owner, weekly Source 2
Human review required
The launch date is unresolved.
The brief says October 12. The email requests October 5 without confirmation. Keep the date open until the sponsor and delivery lead agree.
Before starting: agree the date, access design, and content approval. Billing remains outside the pilot. Source 3
Delivery responsibility
Business judgment. Engineering ownership.
Our principals bring decades of travel and commercial real estate experience. Our engineering work spans applications, clinical interoperability, data integration, modernization, and continuing healthcare production support.
A business and scope lead
Connect the opportunity to an owner, a useful deliverable, and a measure of success.
Senior engineering ownership
Carry architecture, AI, application development, and integration through the agreed release.
A clear operating handoff
Agree review, access, documentation, support, and ownership. Your proposal names the responsible people.
Your next move
Let’s make the first result concrete.
Tell us what should change, who it helps, and how you will know it works.