AI strategy, architecture & delivery
We identify the workflow where AI actually pays off, design the architecture, and see it through to a working system — including telling you when you don't need AI at all.
SUDO Technologies, Inc.
Turn high-value workflows into production AI systems.
We design and build purpose-built agentic systems — deep-research pipelines, document-heavy workflow automation, and decision-support tools where every output is cited, evaluated, and owned by you.
Strategy, architecture & delivery
Senior engineering throughout
Client-owned systems, no lock-in
Security-first by default
01 / What we do
Two ways to engage
Purpose-built AI systems
Agentic research pipelines, evaluation harnesses, and document-intensive tools built for one job and built to be audited: claim-level citations, confidence grading, and human review where it matters.
02 / Selected work
Agentic industry research for a national competition regulator
A deep-research system that drafts the industry-background section of merger-review reports. It maps an industry's value chain from official sources first, and produces a draft where every claim is cited, confidence-graded, and traceable to archived evidence — so the regulator's economists and lawyers vet claims instead of chasing sources.
- Claim-first generation — prose is derived only from approved, sourced claims
- Four-tier source hierarchy; low-trust sources are discovery-only, never cited
- Abstention is first-class: no reputable source means a flagged gap, not a guess
03 / How we work
From scoping to handoff
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01 / Scoping
A short, fixed-scope sprint: find the highest-value workflow, test feasibility against your real data, and produce a buildable architecture and decision memo.
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02 / Prototype
A working prototype against real inputs — with evaluation criteria defined up front, so "does it work" is a measurement, not an opinion.
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03 / Production
Hardened, deployed, and observable — in your cloud accounts and your repositories from day one. Weekly demos, no final reveal.
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04 / Handoff
Documentation, runbooks, and architecture decision records. You own the IP and can run the system without us.
Tell us what you're trying to build
A 30-minute technical conversation — no sales handoff. If confidentiality is required, request a mutual NDA before sharing details.