Roadmap - OneShot

OneShot is the execution layer for AI agents. A goal can only be as large as the tools it can call, so each tool that ships moves the ceiling up. This page lists what can be called today, what is being built, and what is planned. Statuses:

Live: it can be called today. Tools and goals lists every live tool.
Building: work has started. New requests are not accepted yet.
Planned: intended, with no committed date.

Tools

Live

Category	Tools
Messaging	Email, Voice Call, SMS, Physical Mail, Email Inbox, Read Email, SMS Inbox, Read SMS
Research & Enrich	Deep Research
Web & Browser	Web Search, Web Read, Browser, Create Profile, List Profiles, Delete Profile
Build	Build Site, Update Build
Commerce	Product Search, Purchase
Account	Notifications, Mark Read, Get Balance
Compute	Compute, Goal Status, Compute Budget, Fund Goal, Pause Goal, Resume Goal, Solve, Predict
Company	Company Find, Company Profile, Sanctions Listing (company), Adviser Registration, Bank Profile, Care Quality Ratings, Company Dossier, Company Filings, Consumer Finance Complaints, Contractor License, Environmental Compliance, FDA Establishment Registration, Federal Awards, Health Provider Registration (organization), Legal Entity Identifier, Lobbying, Medicare Ownership, Motor Carrier Record, Nonprofit Status, Reported Financials, SBA Loans, VAT Registration
Person	Person Find, Person Dossier, Person Social Accounts, Person Articles, Person Posts, Person Interests, Person Followers, Person Profile, Person Email, Person Email Status, Sanctions Listing (person), Health Provider Registration
Business	Business Search, Business Resolve, Health Inspections, Liquor License
Place	Building Permits, Disaster Declarations, Earthquakes, Flood Zone, Hospitals, Place Resolve, Weather Alerts, Wildfires
Product	Device Clearances, Drug Adverse Events, Drug Shortages, Duty Rate, Product Recalls
Vehicle	Crash Ratings, Fuel Economy, Vehicle Complaints, Vehicle Identification, Vehicle Recalls
Record	Federal Solicitations, Clinical Trials, Court Cases, Customs Rulings, Federal Register Documents, Publications, Regulatory Dockets, Vulnerability
Market	Drug Acquisition Cost, Federal Labor Rates, Freight Index, Freight Rate Quote, Interest Rates, Medicare Drug Spending, Medicare Fee Schedule, Truck Rates
Gene	Gene Diseases, Gene Expression, Gene Pathways, Gene Publications, Gene Resolve, Gene Summary, Gene Variants
Protein	Protein Domains, Protein Function, Protein Interactions, Protein Resolve, Protein Sequence, Protein Structure
Compound	Compound Hazards, Compound Properties, Compound Resolve, Compound Targets
Variant	Variant Clinical Significance, Variant Frequency, Variant Resolve

LinkedIn messaging runs through a connected account and has its own reference section.

Building

Tool	Category	What it will do
Ledger Connection	Commerce	Read bills, invoices, and balances from a connected accounting system
Signature Collection	Documents & Filings	Send an approved document for signature and collect the signed copy
Identity Verification	Person	Check a person’s identity document in a session they complete. See the reference.
Tariff Code and Duty	Product	Suggest a tariff code from an item description and estimate duty
Shipment Tracking	Shipment	Pull container and delivery events across carriers

Planned

Tool	Category	What it will do
Request Quotes	Commerce	Send one specification to several suppliers and compare what comes back
Staged Payments	Commerce	Pay in deposits and milestones, released as work is confirmed
GPU Compute	Compute	Run a job on a GPU, paid by time used
Model Inference	Compute	Call a hosted model, paid per call
Contract Drafting	Documents & Filings	Draft a contract from agreed terms
Government Filing	Documents & Filings	Prepare and submit a filing to an agency
Freight Booking	Logistics	Book a shipment with a carrier
Customs Entry	Logistics	File the entry for goods crossing a border
Cargo Insurance	Logistics	Insure a shipment
Robot Task	Physical Work	Hand a bounded physical task to a robot and get the outcome back
Human Task	Physical Work	Hand a bounded task on site to a person, with evidence back
Camera Check	Physical Work	Confirm a physical fact from a camera or sensor

Goals

A goal is an outcome with a budget, where OneShot decides the steps.

Status	What
Live	Compute goals: an objective and a budget, a check for what done means, a deadline, approvals for the actions you choose, runs that last hours or days, recurring goals you can pause, resume, and fund, and unspent budget returned as credits
Building	Document Extraction: read uploaded document sets into typed fields with page citations and confidence; unresolved fields stay open for review
Planned	Model Training, Data Pipelines

Control and proof

What lets you hand over a goal: limits before it runs, and a record after.

Status	What
Live	Signed receipts for every paid action, verifiable offline with the SDK or the `oneshot-verify-receipt` CLI
Live	Spend budgets per day and per transaction, with email alerts
Live	Approvals and action policies that hold chosen actions until a person releases them
Live	Return on spend and value tagging, and a spend breakdown by category
Live	Audit context: the reason for a call, stored on its receipt
Live	Organizations and the console: agents, spend, and activity in one place
Live	Hosted MCP with sign-in, and access tokens for sessions without a wallet
Live	Credits funded by card or USDC, and Stripe ACP for card-paying agents
Planned	Budget alerts by webhook and Slack
Planned	Client-side circuit breakers that stop calling a failing service
Planned	A public benchmark of agent spend and outcomes
Planned	Agent autonomy levels, from supervised to autonomous
Planned	A safety report with red-team results

Framework integrations

Framework	Status
MCP Server, local and hosted	Live
LangChain	Live
Virtuals GAME SDK	Live
Agent Skills	Live
OpenClaw	Live
CrewAI	Planned
AutoGen	Planned
OpenAI Agents SDK	Planned