Your corpus. Questions in plain language.
We deploy RAG and knowledge systems over the files and data your organization already has—so people get answers with citations, not a chatbot that guesses. When the engagement calls for it, we also wire monitoring over external sources (filings, feeds) into the same discipline.
Who it's for
If this sounds like your team, you're in the right place.
Professional services and finance teams sitting on years of decks, PDFs, and email
Groups that need “what did we say about X?” without a week-long search project
Teams that want generated drafts and tables grounded in their own materials
The usual mess
What we hear before we ship anything
Institutional knowledge is scattered across drives and inboxes.
New hires can’t ramp because nothing is searchable in one place.
Leadership asks for synthesis and gets another manual fire drill.
What we actually build
Concrete pieces—not a vague “AI strategy.”
Index the corpus
PDFs, slides, and documents ingested with sensible chunking and access controls.
Answer with citations
so users can trust the response and check the source.
Generate structured output
tables, summaries, and first drafts constrained by your content—not the open web.
Monitor sources
when you need freshness over filings or public data, not just static files.
Integrate where work happens
browser, Slack, or internal tools—wherever your team already lives.
Proof
One place we've already done this
Case studies go deeper than this page—before, after, and what changed in the work week.
How we engage
Same rough shape as most of our projects
Timelines depend on scope. When the problem is bounded, we've put working software in front of teams in about four to six weeks. We'll say so if yours isn't.
- 1
Inventory and access
What counts as source of truth, who can see what, and what “answerable” means for you.
- 2
Build retrieval you can audit
Grounding, citations, and guardrails appropriate to your risk profile.
- 3
Ship and own
You run it; we help when the corpus or questions evolve.
How we work
Three things that don't change
- We’re not reselling a generic “enterprise search” skin—this is built for your content and workflows.
- Security and tenancy match how you already treat sensitive work product.
- Same team that ships workflow and document systems—so integrations don’t fall between stools.
Sound like your problem?
Tell us what's manual today—we'll be straight about whether we can help.