// services
Systems that run themselves.
AI agents and automations that do a recurring job completely, built by a team that runs the same systems on itself first.
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scoped builds$15k–$40k
single automationFrom $5,000
managed from$400/mo
first conversationFree
Anchor 163 builds software and runs its own research and trading systems. We build AI agents, automations and data systems that run on their own, then either operate them for you or turn them over to your team.
The automations and page engines below run on our own products first, so what we build for you is what we already operate.
What we build
AI agents
Systems that read your email, documents and data feeds, then act on them by drafting, filing, flagging or answering.
Built on the Claude API, which we use in production daily.
Automation pipelines
The recurring work nobody should do by hand. Data gets pulled on a schedule, reports get generated and numbers get reconciled to source.
Custom software
Dashboards, internal tools and integrations.
SEO page engines
Sites that generate hundreds of local pages from data, one for each town you serve and each service you offer.
Any model, swappable
The model sits behind an interface, so it can be replaced without touching the system around it. We use Claude daily and reach for other models where they fit better.
Providers change pricing and capability monthly. A build hard-coded to one vendor is a liability you inherit.
Who we build for
Teams putting Claude to work
API integration, agent workflows and MCP, with an honest read on what should not be automated yet.
Trading firms and funds
Market data pipelines and execution tooling, with reconciliation that ties to the venue's own records.
Prediction markets
Execution on Kalshi and Polymarket, with order state that survives a disconnect and positions tied to the fills.
ML teams and federal programs
Independent checks on whether a model's numbers hold up, and open-source code for Flower and NVIDIA FLARE that catches a node the fleet average hides.
Accounting firms
Document intake with confidence scores and nightly reconciliation. An exception queue replaces data entry.
Local service businesses
The office work, the follow-up you never get to, and a web presence that maintains itself.
See the work
A website that updates itself
A tree service's site with 332 generated pages and a daily note written from the weather. It costs about $45 a month to run.
Three worked blueprints
Blueprints for composite businesses, each drawn by our blueprint desk with a cost band.
The Kalshi API in practice
What the docs say, and what happened when we ran automated systems against it with our own capital.
telltale on GitHub
Open-source code that flags a federated learning node training on bad data. Runs inside Flower and NVIDIA FLARE. MIT licensed.
How an engagement works
- Describe your business to the architect for a free draft, or bring the task straight to us. The first conversation is free, and you leave with an honest read on whether software should be doing it.
- We scope one build and deliver it. A single automation starts at $5,000, and a scoped build across several systems lands between $15,000 and $40,000.
- We watch a quiet job and fix breaks from $400 a month. We run it for you from $800 a month, or $1,500–$3,000 across several systems. Or your team runs it.
Anchor 163 LLC is also registered for federal work, with SAM.gov active and a CAGE code assigned. We take contract engagements, including independent AI model evaluation. Details are on the capability page.
studio@anchor163.com
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