Work
Proof, with the mechanisms attached.
Every engagement here follows the same discipline: a baseline recorded during scoping, acceptance criteria signed before the build, and results measured against both. Filter by sector or company size to find the operation that looks like yours.
Case studies
Industry
Company size
8 case studies
Manufacturing & industrial · Mid-market
Quotes in one morning, priced from actual job history
Precision machining shop (~80 employees)
A precision machining shop cut quote turnaround 82% with estimates assembled from a decade of its own job costing.
82%
faster quote turnaround
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Government & defense · Government
Proposal volumes drafted from past performance, inside the boundary
Mid-tier defense integrator (cleared workforce)
A defense integrator cut proposal-volume drafting time 68% with capture automation that cleared its security review on the first pass.
68%
less time per proposal volume
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Financial services · Enterprise
Commercial lending intake, four days to one
Regional commercial bank (~2,000 employees)
A commercial bank cut lending document intake time 75% with classification and extraction that builds its own audit file as the work happens.
75%
faster document intake
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Healthcare & life sciences · Mid-market
Prior-auth packets drafted from the chart, signed by clinicians
Multi-site clinic group (9 locations)
A multi-site clinic group returned 11 hours per clinician per week by assembling prior-authorization packets automatically from the chart.
11 hrs
returned per clinician per week
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Retail & consumer goods · Small business
Two-thirds of customer tickets resolved before a person touches them
Regional retail chain (14 locations)
A 14-location regional retailer now resolves 67% of customer tickets automatically, at a 4-minute median response, with every escalation arriving with history attached.
67%
of tickets resolved automatically
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Energy & utilities · Enterprise
Forty years of field knowledge, answerable from the truck
Transmission & distribution utility
A transmission and distribution operator cut asset-record search time 40% and assembled its rate case six weeks faster with a cited field knowledge system.
40%
less time locating asset records
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Public sector & education · Government
An eleven-week records backlog, cut to two
Mid-size municipal government (~90k residents)
A mid-size city cut its public-records backlog 82% with request processing that keeps every automated action publicly auditable.
82%
reduction in request backlog
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Professional services · Small business
Every associate starts from the firm's best prior work
Regional advisory firm (~40 professionals)
A regional advisory firm cut first-draft time 60% and lifted utilization nine points with precedent retrieval and proposal automation behind its matter walls.
60%
faster first drafts
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Next step
Your sector, your size, your workflow. Let's scope it.
We start every engagement the same way: Scope → Build → Operate. Book a consult and we'll tell you what we'd build first — and what we wouldn't.