autotelica / Toolkit
[ Toolkit ]

Pre-built systems, enterprise-governed from day one.

Work alongside your team

AI that sits inside the tools your team already uses.

Drop into Slack, email, or a knowledge base. Same humans. Same workflows. AI doing the parts that were costing them their afternoons.

Otto

T/01 · AGENT
Plain-English task automation.
Role
Multi-step task automation, audited.
For
Knowledge workers and ops teams.
Connects
Slack, email, web, webhooks.

Describe a task in plain English. Otto plans, uses tools, iterates until done — then notifies. Human-in-the-loop pauses for clarification. Persistent memory across tasks. SaaS or on-prem.

  • Slack / email / web ingressMeets your team where they already work.
  • Human-in-the-loop pausesAgent asks when it's unsure.
  • Full audit trailEvery tool call, every decision.
  • On-prem optionData sovereignty when you need it.

Hydrate

T/02 · APP
A Cursor-like AI inside Obsidian.
Role
AI that knows your docs and your code.
For
Developer and engineering teams.
Connects
Obsidian, MCP servers.

A sidebar chat with deep context awareness. Drag-and-drop files, select passages, generate code, docs, tests and ideas — without leaving the vault. Exports conversations as permanent notes.

  • Drag-and-drop contextAttach any file to your AI conversation.
  • Semantic vector searchSearch your vault by meaning.
  • Export conversations as notesAI chats become permanent docs.
  • MCP-extensibleAdd custom tools via Model Context Protocol.
Ship AI to your users

Infrastructure that lets your product or business put AI in your customers' hands.

The plumbing — billing, isolation, hosting — solved. You own the relationship. Customers feel your brand, not ours.

KeyFlux

T/03 · MARKETPLACE
Stripe for AI apps.
Role
Pay-per-call AI marketplace.
For
Developers building paid AI apps.
Connects
OpenAI, Anthropic, Google.

Issue Flux keys to your users. Set a margin. Get paid per call, not per seat. International tax compliance handled. Your users skip subscriptions — they pay only for what they use.

  • Zero-subscription modelUsers pay per call, no monthly commit.
  • Transparent margin controlsSet your markup, see every split.
  • Multi-providerOpenAI, Anthropic, Google behind one key.
  • VAT / sales tax baked inCross-jurisdiction compliance per call.

MultiClaw

T/04 · PLATFORM
Telegram AI bots in 60 seconds.
Role
Managed Claude bots for SMEs.
For
Small businesses already on Telegram.
Connects
Anthropic, Telegram, Stripe.
Pricing
$49/mo flat. BYO Anthropic key.

Sign up, paste your Anthropic key and Telegram bot token. 60 seconds later you've got a running Claude-powered assistant. Each tenant isolated in its own Kubernetes namespace. No per-message fees.

  • 60-second deploySign-up to live bot in under a minute.
  • Flat fee, no markup on AIPay Anthropic directly.
  • Isolated K8s tenantsEach bot in its own namespace.
  • Self-service dashboardUpdate tokens and keys on the fly.
Run the deal cycle

Procurement and contract work, end to end.

From vendor selection through contract negotiation to post-signature obligation tracking — one suite, one team, one playbook.

Govern the fleet

The rails underneath the agents.

Inventory, registry, and runtime governance for the agents you didn't plan to deploy. One gateway, one audit trail, spend caps and outcome scores per agent.

Quayside

T/06 · PLATFORM
Rails for an agent estate.
Role
Gateway, registry, audit.
For
Regulated enterprises with thousands of agents.
Connects
Power Automate, Copilot Studio, custom builds.

Most companies woke up with thousands of agents — scattered across Power Automate, Copilot Studio, custom builds — and no idea what any of them were doing. Quayside is the rails underneath. Inventory every agent, route every call through one gateway, cap spend, block risky tools, score outcomes. Central team owns the rails, domain teams own the agents. In active development against a working architecture already in use by a UK energy major — early-access partners welcome.

  • Whole-estate inventoryEvery agent — on the platform and off.
  • One gateway, all callsSpend caps, tool blocks, full audit trail.
  • Outcome scoringGood agents earn budget. Dead ones retire.
  • Federated by designCentral rails, domain ownership.

Common foundations.

Every tool in the toolkit shares a small set of properties. We don't ship anything that doesn't.

F/01

In-VPC

Deploys into your environment. We don't host your data.

F/02

Identity-aware

Plugs into your IdP. Every action attributable to a person or an agent.

F/03

Audit by default

Every tool call, every model call, every decision — captured and replayable.

F/04

Subscription

We run it with you. Tuning, updates, model changes — included.

[ Contact ]

Talk to us.

Tell us what you're trying to do. We'll come back inside two working days.

Want it deployed into your stack?

Autotelica's toolkit runs on subscription, deployed into your environment. Most clients start with one tool inside a Pilot Programme, and grow from there.