Legal & Professional Services
Luna, Quill, and Halo run overnight, drafting client memos, summarising briefs, and flagging compliance gaps. Partners arrive to first drafts, not blank screens.
PDFs read. Calls turned into notes. Replies drafted. Invoices sorted. 14 AI agents doing the work, on a machine you own.
Not your key, not your agent. DAVE runs on your hardware, so your work stays yours.
Most AI is rented: a chat window on someone else's servers, billed per seat, gone when you stop paying. DAVE is the opposite. It is a complete agentic AI system, the harness, the agents and the hardware, installed in your office and owned by you.
Private, because it runs on your machine. Agentic, because it does the work, not just the talking.
Most AI products rent you the top layer and keep everything underneath. DAVE ships every layer, from the silicon to the approval button, as one installed system.
If an agent runs on someone else's servers, under someone else's account, it works for them first. With DAVE the machine, the models, the memory and the approval key all stay with you. Nobody can switch it off, read it, or raise the price.
DAVE runs on proven open models, runtimes, memory and protocols, and plugs into the communities building them.
Logos and names are trademarks of their owners, shown to identify technologies DAVE works with. This does not imply partnership or endorsement.
He takes the noise — the forms, the follow-ups, the filing — and brings back finished work with a signature line for you. That's the deal: you stay the boss; the thirteen do the legwork; nothing ships without your yes.
PDFs read, calls written up, replies drafted, invoices sorted and your day planned, so you spend your time on the work only you can do.
14 specialist agents tuned to your industry, your language and your cadence. Not a generic assistant.
Local LLM and cloud LLM supported. No per-seat charges, no surprise invoices.
Your internet goes down. DAVE does not. Every agent runs on your own machine.
Files, calls and notes never leave the device, and nothing goes out without your approval.
Luna, Quill, and Halo run overnight, drafting client memos, summarising briefs, and flagging compliance gaps. Partners arrive to first drafts, not blank screens.
Echo and Tofu brainstorm campaign angles, generate copy variants, and review contracts. They act as the junior creative team most small agencies can't afford to hire.
Atlas, Wrench, and Bento monitor supplier health, extract invoice data, and deliver daily ops briefings. The floor is informed before the first shift starts.
Not demos — the everyday work DAVE takes over, and what the people get back.
Quill reads every client email at 6am and drafts replies in his tone; Atlas pulls the day's invoices into one table before he sits down. He reviews, taps approve at the HITL Gate, sends.
“It's like a clerk who never sleeps — but I sign everything.”
Luna and Mochi summarise case files overnight with action items and deadlines; Halo flags compliance gaps; Quill drafts the client memo. Partners edit instead of page-turning.
“We stopped reading briefs at midnight.”
Atlas watches supplier emails and stock updates; Wrench keeps the machine healthy; Bento delivers one morning brief — what's late, what sold, who needs a call today.
“Problems reach me before customers do.”
School letters read and calendared, renewals drafted, the week planned over breakfast — all on the family's own machine, nothing on a stranger's cloud.
“Our paperwork finally runs itself. Ours, not theirs.”
Voice memos become decisions and follow-ups (Quill); research questions get chased (Sage); Pico ships the code while Tofu handles the words.
“I stay in flow. The team around me doesn't sleep.”
Pulse watches the inbox and pings only what matters; Bento opens the day with markets and priorities; Tofu drafts every routine reply for a one-tap approve.
“Email stopped being the first hour of my day.”
We emphasise one thing above all: the agents you run should belong to you — together with every byte of data they touch. DAVE is not an account on someone else's cloud. It is a private workforce installed in your building.
Private high-speed link · nothing leaves the building
Clinic: front desk
Legal: office admin
Bookings, billing, intake
Clinic: nurse
Legal: junior lawyer
Notes, research, drafts
Clinic: doctor
Legal: senior lawyer
Review, sign-off, records
14 specialist agents, each trained for a defined role, running on your hardware, on your schedule, for your business.

Dave, the chief of staff, runs thirteen specialists for research, writing, replies, data, briefs, inbox and machine health, tuned to your business.









There are three ways to get AI agents into a small business today. Here is how they compare on the things that matter once the novelty wears off.
Swipe the table to compare all three →
| Question | DAVEPrivate Agentic AI | Cloud AI subscriptionsHosted assistants | DIY open-source stackFrameworks you assemble |
|---|---|---|---|
| Everyday tools built in | PDFs, call notes, replies, translation, invoices, daily plans | Spread across apps and plans | Build each one yourself |
| Where your data lives | On your own device | On the vendor's servers | On your machine |
| Who holds the keys | You do | The vendor does | You do |
| What you pay | One-time, from US$3,000 | Per seat, every month | Free software, paid in engineering time |
| Works offline | Yes, every agent | No | Depends on your setup |
| Agents out of the box | 14 specialists, configured for you | One general assistant | Build and wire them yourself |
| Human approval gate | HITL Gate built in | Limited controls | Build it yourself |
| Audit trail | Every action in the Audit Ledger | Vendor-side logs | Build it yourself |
| Long-term memory | Letta Memory, stored locally | Vendor-held memory | Assemble your own |
| Setup & support | Remote onboarding + 30-day support | Sign up and go | Weeks of engineering |
StrongPartialWeak or missing
One investment. Cloud or local LLM. Choose the tier that fits your setup. No subscriptions. No per-seat fees.
The AI team they can't hire, built into a machine they already own.
Prices in USD. Pre-order subject to availability. Nothing is charged until we confirm your order.
DAVE isn't only for firms. Here are six ways it works for one person.
A morning brief before you're out of bed: inbox triaged, calendar reshuffled around what actually matters, the one thing that can't slip flagged first. Dave orchestrates; Echo drafts your replies for approval.
Bills, renewals, school letters, and appointments extracted from the pile and scheduled. Bento tracks every deadline; Atlas files the documents. Nothing lapses, nothing forgotten.
A daily digest of markets, holdings, and filings. Pico screens the noise; Pulse watches your positions and surfaces red flags before they cost money.
Research pulled from everywhere, summarised with citations, and filed into your own vault. Luna and Sage connect the dots; Quill writes it up in your voice.
Appointments booked, prescriptions and training logs tracked, gentle nudges at the right hours. Atlas keeps the calendar; Halo keeps the records private on your device.
Invoices, suppliers, maintenance, and renewals for a home or side business, handled like a back office. Wrench watches the machines; Bento delivers the daily brief.
DAVE Lab is a venture-backed AI lab with one product: DAVE, Private Agentic AI for small firms, builders and anyone who wants an AI team they own. We build the harness, train the agents and install them on your hardware.
Backed by
Investor names will be shared as each partner announces. Investors and partners: talk to us on LinkedIn ↗
A home for the people who run their own agents: small-firm owners, builders, and anyone who believes the keys should stay with the user. Come early and help shape what DAVE becomes.
DAVE Lab runs Discord as its working cockpit, and we show it to customers. Every agent posts its work where humans can watch, correct and approve it. This is a live health check Dave posted himself: the DAVE Ledger verifying its own chain.
Same philosophy as the product: work in the open, humans approve, everything on the record — the DAVE Ledger hash-chains each action so history can’t be quietly rewritten.
Dave doesn’t just live on the website. Message him on WhatsApp and he works like a real chief of staff: checks domains, drafts money messages, plans the day — then reports back in plain language. Here’s a real exchange:
Ask DAVE on the site now; WhatsApp onboarding is included with every tier once your DAVE machine is installed. Chat comes with you — website, WhatsApp, your office.
How we build with DAVE: AI-assisted work floods a human reviewer with a review backlog code-nobody-read. AI-led work flips it — agents plan, build and test on the line, and humans set the goal, approve the plan and check only the risky changes. Final approval stays with you.
The six controls that make AI-led safe: the agent loop, tool calling, context management, checkpointing, permissions & sandboxing, and guardrails — small controls, a brighter tomorrow.
Two guides we swear by: the maturity ladder showing where most companies sit on agentic AI in 2026 (DAVE is built to take you past the critical threshold), and the nine concepts — agentic loops, MCP, sub-agents, gateways, harnesses — that put you ahead of 99% this year.
DAVE is the agent harness from concept 09: planner, memory, tools, state, guardrails and evals on your own hardware — so the loop, the tools and the output stay yours.
What actually makes an agent: the LLM is the brain — it reads, writes and reasons but knows nothing about your business yet. RAG adds the library, so it answers from your documents, notes and databases instead of guesses. MCP is the nervous system — one standard plug that carries signals between the brain and your apps. Skills are muscle memory — know-how saved once and reused, no re-explaining. Put them together and you get an AI agent: brain plus hands, that plans the steps and then does them in your tools.
That's DAVE in one picture. Fourteen agents share the same anatomy — our knowledge base, memories stored on your disk, MCP connections to your tools, skills tuned to your business. Nothing generic, nothing rented: the brain runs on your machine.
From 1950s rule-books (humans write every if-else) to expert systems in the 80s, machine learning in the 90s, and deep learning on GPUs in 2012. Then 2017's transformers taught models to pay attention — 2022 turned that into chat assistants you rent. The 2025 stage is the real prize: agentic AI — LLMs that plan, act, observe and reflect in a loop, talk to tools over MCP, keep short- and long-term memory, hand off between specialist agents, and wrap it all in guardrails, human-in-the-loop approval and evals.
That last stage is exactly what we built. DAVE is the 2025 layer, finished: fourteen specialist agents behind one orchestrator, working in a plan–act–observe–reflect loop with your tools over MCP, memory that lives on your disk, HITL approval on every consequential action, and every step recorded in the DAVE Ledger. Decades of AI evolution, running on your desk — not in somebody's cloud.

A short essay on where AI is going — and why we built DAVE the way we did.
Chatbots answer questions. Harnesses do the work. That one line splits the AI market in two. A chat window waits for you to type; a harness is the machinery that lets an agent act — scheduling, remembering, calling tools, checking its own output, and asking a human before anything real happens.
2026 made this obvious to everyone. DeepSeek ships agent frameworks around its models. Muse runs assistants that read, plan and execute across whole workflows. The big labs have all moved the same way: the model is the engine, but the harness is the product. If you're buying AI today and it doesn't act, remember — you're buying half a car.
Most of it, though, still runs on somebody else's cloud. Your prompts, your files, your customer data — processed on rented servers, under someone else's account, billed per seat, revocable at any time. The harness era made AI more capable. It didn't make it yours.
That's the gap DAVE was built for. DAVE is a harness in the same sense DeepSeek and Muse are — agents that act, remember, and verify — with one difference that matters: it runs on hardware you own. The ADAM Agentic Harness coordinates 14 specialist agents on your Mac Studio or minis. Long-term memory lives on your disk. The HITL Gate means nothing leaves the machine or touches money without a human approval. The DAVE Ledger hash-chains every action so history can't be quietly rewritten.
Three properties, one stack: agents that do the work like the cloud harnesses — but private, owned, and verifiable. "Not your key, not your agent" cuts both ways: a harness on someone else's cloud works for them first. A harness on your desk works for you. Permanently.
DAVE ships as a full bundle — hardware, harness, agents, security — installed in your office. See the tiers, or reserve a unit.
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