// IMPLEMENTATION
AI that connects to the
workflow
that makes your revenue.
Most teams already have ChatGPT, copilots, and 14 vendor demos in their inbox. The problem is that none of them talk to the workflow that produces revenue. That's what we fix.
COVERED
WHITEBOARD TO PROD
NOAA CLASSIFIER ACCURACY
SCOPING-CALL FIRST
// CAPABILITIES
How we build.
Four practices, deployed sequentially or in parallel depending on what you need.
OPERATIONS
Multi-step agents that resolve tickets, reconcile ledgers, or triage inboxes — with auditable tool calls and budgeted retries.
ORCHESTRATION
LLM-driven orchestration wrapped around the systems you already paid for — so exceptions stop kicking back to a human queue.
COPILOTS
Purpose-built copilots for underwriters, analysts, and operators. Grounded in your data, deployed inside your apps.
PIPELINES FOR AI
The plumbing nobody demos: document ingestion, retrieval, eval harnesses, and drift monitors.
// BY INDUSTRY
9 verticals
we ship in.
Each vertical has its own funnel — problem, solution, qualifications, and Calendly.
Real Estate & Property Management
Problem/Solution scoping for this industry.
Construction & Trades
Problem/Solution scoping for this industry.
Retail & E-commerce
Problem/Solution scoping for this industry.
Restaurants & Hospitality
Problem/Solution scoping for this industry.
Healthcare Practices
Problem/Solution scoping for this industry.
Professional Services
Problem/Solution scoping for this industry.
Manufacturing
Problem/Solution scoping for this industry.
Logistics & Warehousing
Problem/Solution scoping for this industry.
Insurance & Financial Services
Problem/Solution scoping for this industry.
// FEATURED PROBLEMS
Problem
→ solution.
Lease renewals stuck in email back-and-forth
Problem: Property managers lose hours each week chasing tenants and owners by email — and a chunk of those …
Solution: We connect your property management system to an AI workflow that drafts renewal letters, …
Estimates take too long, and we lose jobs to faster bidders
Problem: Small contractors describe losing jobs because their estimate took 5 days while a competitor returned one in 24 …
Solution: We build a quote-to-job-win workflow: photos and a few field notes go in, AI …
Product copy and SEO is rotting our catalog
Problem: Small e-commerce brands have hundreds of SKUs with thin product descriptions hurting both conversion and search ranking.
Solution: We deploy a product-copy AI that drafts conversion-optimized descriptions, alt text, and SEO meta …
We miss too many phone-order calls during dinner rush
Problem: Restaurants report losing $20-$50/hour during peak service to abandoned phone-order calls — a $20B/yr industry-wide revenue leak per …
Solution: We deploy a voice AI that takes phone orders, handles reservations, and answers FAQs …
Clinicians are drowning in documentation
Problem: Independent practices report clinicians spending evenings 'pajama time' on chart notes — burnout drops productivity and retention.
Solution: We deploy ambient scribe AI that listens to patient visits and drafts the clinical …
Clients are demanding 'AI discounts' on legal work
Problem: Corporate clients are now writing 'AI efficiency' clauses into RFPs — 67% of corporate legal departments expect AI-driven …
Solution: We help your firm restructure engagements: identify AI-augmentable work, redesign pricing, and ship internal …
// NO DEMO LOOP