Use cases

Narrow pilots. Measurable lift.

Each one is a single constrained seat with a costed baseline, a human approval gate, and a number we agree on before we build. The discovery to live windows hold when every piece of data we ask for arrives on the date we ask for it.

Manufacturing and industrialRFQ to Quote Draft Agent

RFQs get read, specs extracted, requirements matched to catalog SKUs, and a quote draft prepared for engineering review.

5 days to 6 hrs Average turnaround3x More quotes out8 wks Discovery to live
Finance · accounts payableInvoice Processing Agent

Invoices arrive by email, portal and PDF. The system extracts, matches and validates; only true exceptions reach a human. Nothing gets paid on its own.

85% Less processing time3% Reach a human6 wks Discovery to live
Customer operationsTicket Classification and Routing

Every ticket classified, prioritized, routed, and handed over with a drafted first reply attached. Agents keep control.

60% Faster first response4 Channels unified4 wks Discovery to live
SalesCall Prep and Follow-up Agent

A brief before the call. The follow-up email and CRM update drafted the moment it ends. Reps review and send.

2.4x More follow-through9 min Saved per call3 wks Discovery to live
Client operationsOnboarding Orchestrator

Contract signed: accounts provisioned, boards populated, kickoff brief drafted, owners assigned.

48 hrs Signed to kickoff-ready11 Handoffs removed5 wks Discovery to live
MarketingAnswer-Engine Visibility Agent

Tracks how you are cited in ChatGPT, Gemini and Perplexity, and drafts the rewrites, FAQ and schema that close the gaps.

4.1x More AI citations90 days To first movement3 wks Discovery to live
How one seat runs
  1. Work arrives
  2. System classifies, extracts, drafts
  3. A person approves
  4. System routes and logs
  5. Baseline updated
What we build

Eight ways we put AI to work

Internal automations that make your team faster, or client-facing systems under your own brand. Open any of the eight to see what it covers.

01AI Automations

Remove the repetitive manual work sitting across sales, operations, marketing and reporting. These pay for themselves fastest, because the baseline is easy to measure.

Proposal generators · meeting to CRM · automated reporting
02Agentic AI Workflows

Multi-step workflows where several agents collaborate across your systems, each with a bounded job and an explicit handoff. A person signs off at the end.

Client onboarding · search audits · campaign setup
03Custom AI Agents

Agents built for one named role rather than one generic assistant for everyone. Trained on your material and documented well enough to hand off tomorrow.

Lead qualification · scope generators · RFP analysis
04AI App Development

When the workflow needs an interface, we build it. Internal tools your team lives in, or products you ship under your own brand, on your cloud with your data.

Support chat · knowledge assistants · client portals
05Research and Knowledge

Retrieval and intelligence layered over the documents and data you already own. Most companies have their largest untapped asset here.

RAG on your corpus · knowledge bases · competitive intel
06Client-Facing AI

AI your customers interact with directly, across web, WhatsApp, Instagram and Messenger. Guardrails, escalation paths and tone are designed before launch.

24/7 support bots · qualification · voice agents
07Intelligence and Visibility

Two problems, one system: getting found inside AI answers, and turning your analytics into decisions instead of dashboards nobody opens.

LLM visibility · GEO and AI SEO · predictive analytics
08Content and Publishing

From idea to published, at volume, with a human approving the work before anything goes out. Trained on your voice, your past work and your standards.

Blog generation · repurposing · translation to 80+ languages
Schedule a discovery call
Assumed, not confirmed

Every discovery to live window on this page assumes each piece of data we ask for arrives on the date we ask for it, and every number came off one real deployment rather than an average. Yours gets costed on your own baseline before anything is built.