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The MoneyMakers newsroom

Latest edition 10 Nov 2026

Business & startup news

The latest on emerging businesses, funding, acquisitions, AI and automation.

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AI agents

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Conceptual illustration for JigsawML: a sheet of highlighted code-like changes beside a connected architecture diagram, with a laptop, notebook and plant at the edges.

Startups & growth· Analysis

JigsawML maps the code changes engineering teams need to review

JigsawML turns code into architecture diagrams and places proposed changes in a review context, with paid plans offering larger usage allowances.

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10 Nov 2026

Conceptual illustration for CollAI showing a blocked server symbol, a shield checkpoint and an arrow pointing toward server racks, with a document card in front.

Startups & growth· Analysis

CollAI builds a human approval gate for destructive AI-agent actions

CollAI is building controls that inspect AI-agent outputs and require a named person's approval before destructive actions.

9 Nov 2026 · MoneyMakers

Conceptual illustration for CerberusAI of a seated person watching icons trace a document through an AI agent, credentials and an outgoing message to a globe.

Industry AI· Analysis

CerberusAI checks what AI agents do against their assigned tasks

CerberusAI offers enterprise security teams a way to monitor AI agents against their assigned tasks and choose how to respond when behavior looks suspicious.

9 Nov 2026 · MoneyMakers

Conceptual illustration of a case manager reviewing a document beside a hospital symbol, with the name Casera above her.

Startups & growth· Analysis

Casera targets the hospital work between a discharge delay and its resolution

Casera is developing AI-assisted software for hospital case managers, connecting payer approvals, care-team tasks and post-acute arrangements.

9 Nov 2026 · MoneyMakers

Conceptual illustration for Aiprentice of a hand holding an architectural detail drawing beside a row of similar drawings and a floor plan.

Startups & growth· Analysis

Aiprentice helps design firms find and reuse past drawings

Aiprentice's Artifact gives design firms a way to search and reuse past drawings, with plans spanning free access and enterprise documentation tools.

8 Nov 2026 · MoneyMakers

Conceptual illustration of Agentic Trust: a laptop displays connected cloud and puzzle-piece icons, with a floating puzzle card, plant, notebook and pen nearby.

Startups & growth· Analysis

Agentic Trust offers software providers a copilot for customer setup

Agentic Trust offers software providers an embedded AI copilot designed to guide users through setup and perform permitted actions.

8 Nov 2026 · MoneyMakers

Conceptual illustration for Block Convey showing a magnifying glass over a marked workflow, between cards depicting a parcel return and a wallet with a return arrow.

Startups & growth· Analysis

Block Convey builds a tool to test whether AI agents finish the job

Block Convey is developing PRISM for teams that need to test AI agents against user goals and investigate the failures they find.

8 Nov 2026 · MoneyMakers

Conceptual illustration of an Intension laptop assistant connected to email, calendar, document and spreadsheet panels, with a notebook, mug and plant on the desk.

Startups & growth· Analysis

Intension is developing a Mac assistant for people unsure where AI fits

Intension is developing a Mac assistant that identifies where AI could help users and assists with setup, starting with a concierge signup.

8 Nov 2026 · MoneyMakers

Conceptual illustration for Optagon Labs: a molecular model, sample vials and an open notebook of molecular diagrams on a laboratory bench.

Startups & growth· Analysis

Optagon Labs is building AI agents to guide preclinical drug research

Optagon Labs is developing AI agents to help drug developers choose experiments and coordinate preclinical research around a shared view of each program.

8 Nov 2026 · MoneyMakers

Conceptual illustration of an open refrigerator with removed drawers and a green panel, beside the Polygrade name and mark.

Startups & growth· Analysis

Polygrade's bet on warranty claims without replacing the system

Polygrade sells warranty companies AI tools for handling claims within their existing systems, from initial intake to contractor payment.

8 Nov 2026 · MoneyMakers

Conceptual illustration of Speakeasy as a shield and padlock connecting software panels to cloud, database and server symbols, with a key below.

Startups & growth· Analysis

Speakeasy builds API tools and offers controls for AI agent access

Speakeasy generates software libraries for API developers and offers enterprises a separate control plane for managing AI agents' access to business systems.

7 Nov 2026 · MoneyMakers

Conceptual illustration of a team and a small robot reviewing annotated software screens on a board, with Decode named above them.

Startups & growth· Analysis

Decode gives software teams a shared place to review coding-agent changes

Decode offers software teams a shared workspace to compare application screens and give coding agents feedback in context.

7 Nov 2026 · MoneyMakers

Conceptual illustration of an Aerium-branded desk scene with a metal bracket, a drawing of a similar part and an unlabelled tabular document.

Startups & growth· Analysis

Aerium sends engineers on site to build AI around factory workflows

Aerium combines on-site engineering with software that connects manufacturers' records and supports tasks such as quoting and procurement.

7 Nov 2026 · MoneyMakers

Conceptual illustration for Humoniq showing a headset beside an open notebook with an airplane and curved flight routes.

Startups & growth· Analysis

Humoniq takes on the work behind an airline booking change

Humoniq offers airlines AI-supported passenger service that connects conversations to reservation work, with human specialists for exceptions.

6 Nov 2026 · MoneyMakers

Startups & growth· Analysis

Roark tests voice agents after the demo is over

Roark sells simulation and monitoring tools to teams running voice AI agents, with usage-based charges and a referral programme.

6 Nov 2026 · MoneyMakers

Conceptual illustration of Xata: a large central stack connects by coral ribbons to two smaller stacks, with code and branching symbols on cards below.

Startups & growth· Analysis

Xata’s database copies give developers room to experiment

Xata sells isolated Postgres branches for software teams and coding agents, without requiring customers to move their production database.

6 Nov 2026 · MoneyMakers

Conceptual illustration for OzBrain showing three conversation cards connected to a shared list and linked article cards.

Agents & tools· Analysis

OzBrain tackles the problem of AI tools working from separate memories

OzBrain gives individuals and teams a shared knowledge base for connected AI tools, with Monsef Holdings offering a managed alternative to a homemade setup.

6 Nov 2026 · MoneyMakers

Conceptual illustration of Kernel as a cloud-backed browser window connected to smaller browser windows, with playback controls below.

Startups & growth· Analysis

Kernel builds the browser infrastructure behind AI agents

Kernel supplies cloud browsers and supporting tools to developers building AI agents that work across websites. In November 2026, Kernel disclosed an incident affecting credentials and browser infrastructure.

6 Nov 2026 · MoneyMakers

Conceptual illustration of cloud documents flowing toward a desktop coding display beneath the Hoplite name.

Startups & growth· Analysis

Hoplite turns an internal coding tool into a workspace for software teams

Hoplite gives software teams a shared cloud workspace for coding agents, combining existing AI tools with task tracking and human review.

5 Nov 2026 · MoneyMakers

Startups & growth· Analysis

Openlayer follows AI systems from testing into everyday use

Openlayer sells organizations tools to test AI before deployment and monitor it afterward, with controls designed to act on what those checks find.

5 Nov 2026 · MoneyMakers

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