Solutions
Off-the-shelf software was never built for you — we design, build, and operate AI systems around the workflow you already run.
Two weeks inside the workflow, measuring where hours and money actually go. Real documents, real timings, real people.
Scope
The smallest system that removes the most work — specified in written acceptance criteria you can hold us to.
Build
A fixed price against those criteria. Integration over migration: we connect to your systems, we don't replace them.
Build
Launched, measured monthly against the criteria, and maintained under managed operations.
Operate
One engagement model, stated the same way every time: Scope → Build → Operate.
AI agents & automation
We build agents and automations around the workflow you already run — intake, scheduling, document handling, customer response — rather than asking your team to adopt new software. Every agent operates under written policies, logs every action, and hands off to a person the moment confidence drops.
Designed to cut manual handling time on routed work by half or more — measured against a baseline we record during scoping.
Intake, routing, scheduling, and document handling that runs without a person in the loop — with a person one click away.
Agents that answer in your voice, cite your policies, and escalate by rule — not by guesswork.
Back-office agents for finance, HR, and operations queues, measured on cycle time and error rate.
Approval gates, confidence thresholds, and full audit trails on every automated action.
Custom AI applications
Off-the-shelf software was never built for you. We design and ship applications around your data, your approval chains, and your compliance posture: knowledge systems that answer from your files, proposal automation assembled from your past wins, and decision-support tools your team actually opens.
Designed to produce reviewable first drafts in minutes instead of days — because the system starts from your own prior work.
Ask questions of your own files, contracts, and history — with answers that cite their sources.
First drafts assembled from your prior work, structured to your templates. Built for capture teams and their deadlines.
Purpose-built interfaces that put model output next to the record systems your team already trusts.
APIs, ERPs, CRMs, and legacy systems connected properly — no rip-and-replace.
Data & analytics
Most organizations don't have a data problem; they have a plumbing problem. We build the pipelines that make your operational data usable, then the reporting and forecasting layers that turn it into decisions — each metric traceable back to its source system.
Designed to replace spreadsheet-and-email reporting cycles with same-day answers drawn from source systems.
Extraction, cleaning, and syncing across the systems you already run — warehoused once, used everywhere.
Live dashboards tied to the metrics your operators already manage by, not vanity charts.
Models trained on your history that flag the exceptions worth a person's time.
The unglamorous groundwork — structure, permissions, lineage — that makes every later AI system trustworthy.
AI strategy & advisory
Advisory here is not a slide deck; it's the scoping discipline we apply to our own builds, offered as a service. We sit inside your workflow, measure where time and money actually go, and give you a ranked plan with costs, risks, and the cases where AI is the wrong answer.
Every engagement ends with a written plan your team can execute — with us or without us.
Two weeks of observation and measurement inside your operation before any recommendation.
A ranked build plan with cost, risk, and dependency stated for each candidate system.
Usage policies, review boards, and audit practices sized to your regulatory exposure.
Independent assessment of the tools you're being sold — we don't resell platforms.
That's what the scoping phase is for. Two weeks inside your operation, a measured baseline, and a ranked plan — before any build begins.