Reports the shift, not the daily noise
The Trend Monitor watches a topic over time, reports only when something genuinely shifts, waits out a one-day spike before it calls a trend, and tells you plainly when nothing changed.
Weekly scan · developer tooling
Trend MonitorWeekly scan of developer tooling. Comparing this period against the last several.
A pattern is building: three separate players moved toward local-first tooling.
Checking whether it has held or just spiked3sIt has held for three weeks and is accelerating. This is a real shift, not a blip.
Reporting the shift with the evidence1s
How it works
Weekly scan · MonSurge detected“what is moving in X?”Topic added to watch
Shift reported · sustainedSpike held, not reportedQuiet week called honestlyWatchlist updatedWatches your topic on a schedule
A space, a keyword or a competitor set, scanned every period across news and social, so the drift never goes unwatched.
Waits for a signal to hold
It compares each period against the last, waits out a one-day spike before calling a trend, and reports a quiet week honestly instead of manufacturing a story.
Reports only what moved
When something genuinely shifts, the agent flags it in Slack with the timeline and the implication. When nothing did, it says so.
Without Relevance
With Relevance
Someone checks the space when they think of it, and misses the drift in between.
The agent watches the topic continuously and compares each period against the ones before it.
A single viral day gets reported as a movement, then quietly fades.
The agent waits for a signal to hold before calling it a trend, so a one-day spike is not mistaken for a shift.
Every week produces a report, whether or not anything changed.
The agent reports when something genuinely shifts and stays quiet when nothing did.
Only the sources someone follows get watched; the rest of the space is a blind spot.
The whole space is watched with the same consistency, not just a personal feed.
What counts as a trend depends on who is watching and their mood that week.
One bar for what counts as a shift, applied identically every period.
A quiet week gets padded into a report so the update looks busy.
A quiet period is reported as no change worth acting on, not dressed up into a story.
Held to a quality bar, on every run
Every report is checked against eval test cases written for this exact job before it reaches the team. If a run fails the bar, it never ships.
Trend MonitorSampling 2% of live runs · 92% passing this week
Shaped by your team, not a template
Experts and engineers tune Trend Monitor to your playbooks. Every change ships through the same evals.
Drag and drop
Compose agents and workforces on a visual canvas. Drag in agents, tools, and approvals in a flow anyone on the team can read.
Drag and drop
Compose agents and workforces on a visual canvas. Drag in agents, tools, and approvals in a flow anyone on the team can read.
Ticket TriagerBuild with AI
Describe the agent in plain language and Invent builds it: the prompt, the tools, and the evals to prove it works.
Build with AI
Describe the agent in plain language and Invent builds it: the prompt, the tools, and the evals to prove it works.
Claude Code
CodexBuild with MCP
Engineers drive the same platform from Claude Code, Codex, or Cursor. Create agents, link knowledge, and run evals over MCP.
Build with MCP
Engineers drive the same platform from Claude Code, Codex, or Cursor. Create agents, link knowledge, and run evals over MCP.
Built for enterprise teams
Run agents on your real data with the access controls, audit trails, and residency guarantees enterprises require all built in.
Security & data privacy
- Data residency
- PII masking
- Audit logs
- No training on your data
Access & controls
- Role-based access control
- SSO / SAML
- Human-in-the-loop approvals
- Version control
Monitoring & oversight
- Real-time monitoring
- Full agent tracing
- Cost visibility
- OTEL & Delta Share export
"The ability to be vendor agnostic and the ability to scale across a breadth of functions is a really key feature."
Levi Watters
Partner, KPMG Australia
"The key for us was how we can modularize industry knowledge and the best playbooks, and apply it."
Allen Roh
Senior Marketing Manager, Autodesk
"We're looking for every place where AI can allow sellers and customer success reps to be more engaged with customers."
Rob Giglio
Chief Customer Officer, Canva
"The ability to be vendor agnostic and the ability to scale across a breadth of functions is a really key feature."
Levi Watters
Partner, KPMG Australia
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Reduces many sources to cited findings, contradictions and all.
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Finds the one insight in the data that changes a decision.
Every agent you add shares one stack
These agents all run on one platform: one gateway, one router, one eval suite, one audit trail. Every agent after the first ships faster.
- Triggered by key events or signalslike Zapier
- Given access to contextlike Zep
- Connected to your appslike Composio
- Access to all LLMslike OpenRouter
- Performance evaluatedlike Braintrust
- No-code agent builderlike Dust.tt
- Coordinated into teamslike CrewAI
- Kept alive through long-running worklike Temporal
- Traced at every step of every runlike Langfuse
Put the Trend Monitor to work this quarter
We partner with enterprise teams to take this work off their plate. An agent built with you, proven against your quality bar, and live in weeks.