Scoped, fixed-price
Project builds
We build workflow agents, document pipelines, custom platforms, and integrations. The architecture can use multiple models, and the client receives the full IP.
Quick wins in 30 days. Production systems by 90.
AI Engineering
Build the systems that change the work.
We design and deploy AI agents, document pipelines, internal tools, and custom platforms around the workflows that matter.
Book a CallPilots and licenses do not change operations. Deployed systems do.
The work starts with a real workflow, the data it depends on, and the people accountable for the result.
Two delivery modes
A build or an engineer inside the team.
Monthly, ongoing
Embedded AI engineers
A senior AI engineer works inside your team while ACG provides direction and accountability. You add production capacity without running a long recruiting process or managing the role alone.
Dedicated capacity, directed by ACG.
What we build
Useful software around real work.
Document processing & extraction
Turn unstructured documents, tables, scans, and audio into usable data and reliable workflows.
Intake & routing
Capture requests, classify the work, gather the missing information, and route each case to the right person or system.
Research & analysis agents
Give teams repeatable research and analysis that uses the right sources, models, and review steps.
Internal tools & custom SaaS
Build the software the business needs when an off-the-shelf product does not fit the workflow.
Voice agents
Handle inbound calls, qualification, scheduling, and structured follow-up with clear escalation paths.
How it works
Different models for different needs.
Project build arc
- 30
Quick wins. Prove the workflow and start shipping usable pieces.
- 90
Production. Deploy the full system with real users, data, and review paths.
- +
Expansion. Add workflows and capabilities when the value is clear.
Embedded engineer model
The engineer joins the client's operating rhythm on a monthly basis. ACG sets direction, reviews the work, and keeps engineering priorities tied to the broader AI roadmap.
Results
Systems doing real work.
Strategy earns its keep when the plan gets approved, the system ships, or the way people work changes.
Retail
$600M National Retailer
100+ opportunities, agents deploying quarterly
We embedded with a 310-store retailer, interviewed every department, and scored more than 100 AI opportunities. The work now continues through an ongoing transformation partnership and embedded AI engineering.
- 100+
- Opportunities mapped
- 310
- Store locations
- Quarterly
- Deployment cadence
Commercial Real Estate
Multi-Model Document Extraction
78% to 95%+ accuracy, 40% cost reduction
We built a document pipeline that routes different work to the model best suited for it. Extraction accuracy rose from 78% to more than 95%, while processing costs dropped 40%.
- 95%+
- Extraction accuracy
- 40%
- Cost reduction
- Multi-model
- Architecture
Professional Services
Custom AI Platform
Multi-tenant SaaS with AI-powered parsing & screening
We built a multi-tenant recruiting platform with AI-powered job parsing, candidate screening, and pipeline management. It is a working product, not a prototype or a slide deck.
- Multi-tenant
- SaaS platform
- AI
- Parsing & screening
- Production
- Deployed system
FAQ
Common questions
The next move
Bring us the workflow that will not move.
We will help you decide whether it needs a focused project build or a senior engineer embedded in the team.
Book a Call