Research agents
Continuous monitoring across the sources you care about — competitors, regulators, markets, technical literature, local prospects. Triaged, summarized, delivered on your cadence instead of buried in 200 open tabs.
Custom AI workflows that replace the manual middle of your business — research, publishing, lead qualification, intake, document triage, internal ops. Built and stress-tested inside our own stack before they ever touch a client engagement.
We build autonomous systems that take real responsibility for a workflow — research, drafting, triage, follow-up — and report what shipped, what's blocked, and what needs a decision. Not vendor demos with prompts strung together.
Continuous monitoring across the sources you care about — competitors, regulators, markets, technical literature, local prospects. Triaged, summarized, delivered on your cadence instead of buried in 200 open tabs.
Newsletters, long-form briefs, outreach drafts, social posts — written by agents from your sources, quality-gated against your voice, and queued for one-click approval. Built for operators, not content mills.
Inbound forms, cold lists, and CRM pipelines scored against your ideal-customer profile. Disqualified fast, enriched where it matters, routed to the right human when the signal is strong.
Long PDFs, contracts, transcripts, statements — extracted, classified, summarized, cross-referenced. Your team reviews conclusions and edge cases instead of reading everything front to back.
After-hours booking, recall follow-up, confirmations, cancellation re-routing. An agent that picks up the work the front desk can't get to — reading your calendar and policies instead of a generic chat script.
Eligibility checks, benefit summaries, prior-auth drafting, claim follow-ups. The carrier-portal tedium that eats hours of a biller's week — turned into a queue of pre-filled drafts ready for review.
New-client forms, symptom checklists, matter intake — parsed into your system of record, flagged for missing data, routed to the right owner. The 20-minute-per-client task collapsed to a scan.
Stand-up digests, status rollups, inbox triage, meeting prep, recurring reports. The quiet overhead tax on every team — handled by agents that know your context and speak your shorthand.
Five steps. Fixed scope. You see exactly what gets built before any code does.
A 30-minute call. We look for repetition, context-switching cost, and decision friction — the operations most worth automating first.
Written scope with measurable outcomes, a fixed timeline, and a quote. No open-ended retainers; no ambiguity about what "done" looks like.
Built against your stack — your tools, your data, your voice — using the agent patterns that already run our own operations. Quality gates and review steps baked in from day one.
Shipped into your environment with documentation your team can actually use. You own the system outright — or keep us close on a light maintenance plan.
Hours saved, errors caught, response-time shifts — the outcomes we promised in scope, tracked honestly. If something didn't land, you see it first and we fix it.
We've audited operations in several sectors and the constraints rhyme: hours of high-skill labor wasted on portal logins, status updates, recall calls, write-ups. Routable work — once you have agents that read context and follow rules.
Advisors writing meeting summaries and planning drafts by hand after every client call. The write-up is the constraint, not the advice.
Front desks overwhelmed by intake, recall, and insurance verification. After-hours booking goes to voicemail; no-show calls burn margin.
Prior-auth and benefits verification consume entire FTEs. Portal logins, fax follow-ups, repetitive drafting — exactly the work agents handle well.
Brokerages chasing old leads manually, rewriting the same listing emails, and losing showings to a 40-minute follow-up gap.
Month-end reconciliations that are 80% pattern-matching and 20% judgment. Statement chasing, coding exceptions, client follow-ups — all routable.
HVAC, plumbing, electrical — after-hours lead capture, quote-to-invoice flow, dispatch handoffs. The deals lost to a late callback.
Every pattern we sell has been stress-tested inside our own operations — research, writing, sales, ops — before it ever touches a client project. We don't prototype on you.
Our agent stack is built so the work keeps moving even when an API has a bad day. Predictable cost, predictable availability — predictability is the feature.
Engagements have a written scope, a fixed timeline, and a deliverable. We don't run on retainers that drift; you get a system you own and can extend without us.
Our architecture forbids stating anything that wasn't just verified. When a fact is unavailable, the system asks. Honesty is structural, not a brand value.
30 minutes. We'll map the workflow, name the highest-leverage automation, and tell you whether we're the right team to build it.