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/// ai agents

AI agents that learn your business.
Lane assist, not autopilot.

askotter deploys five AI agents across your data lake. They monitor every connected tool 24/7, surface changes before you ask, and route recommendations to the right person. Every recommendation is reviewed by a human before it ships.

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/// how agents work

Detect. Diagnose. Recommend. You decide.

Agents run continuously across your data lake. When something changes, the pipeline kicks in automatically. AI recommends, humans decide. No action is taken without a person in the loop.

◎ Detect
▽ Diagnose
◻ Recommend
01

Detect

The change detection agent monitors every connected tool. Revenue drops, traffic spikes, ad spend changes, inventory shifts. Anomalies surface in under 5 minutes. The agent adjusts thresholds and refines its models as your data patterns evolve.

02

Diagnose

The root cause agent cross-references your entire data lake to find the actual cause. Not correlation. Causation. A Meta CPM increase caused a revenue dip, not a seasonal trend. Confidence scores on every finding.

03

Recommend

The strategy agent builds a ranked action list from every finding. Each action goes to the right person, tagged by priority: URGENT, HIGH, or FYI. Every recommendation is reviewed by a human before it ships.

/// train your agents

Train your next best employee.

askotter agents learn your business the same way a new hire would, with context, feedback, and institutional knowledge. They scale your top people's expertise to the whole team.

HOW TRAINING WORKS
→ Agents learn your KPIs, thresholds, and what matters to each role
→ They remember past investigations and apply that context to new ones
→ Feedback loops sharpen their accuracy over time
→ They route insights to the right person based on org structure
→ Your best analyst's mental models, available to every team member
WHAT THEY LEARN
→ Which metrics each department cares about
→ What "normal" looks like for your business cycles
→ How your team prefers to receive alerts and reports
→ Historical decisions and their outcomes
→ Cross-department dependencies and escalation paths
/// self-healing agents

Agents that adapt as your business changes.

Your processes evolve. Campaigns shift. Seasonality changes. askotter agents adapt automatically. They re-route alerts, adjust thresholds, and refine their models. No manual reconfiguration needed.

Adaptive Thresholds

Black Friday traffic is not an anomaly. The agents learn your seasonal patterns and adjust detection thresholds automatically so you get real alerts, not noise.

Smart Alert Routing

When your team structure changes or someone goes on leave, agents re-route alerts to the next responsible person. No dropped notifications. No manual handoff configuration.

Model Refinement

Every confirmed or dismissed alert trains the agent. False positives decrease over time. The models that drive detection, diagnosis, and forecasting get sharper with every interaction.

/// human in the loop

AI recommends. Humans decide.

Every agent follows the same principle: surface the insight, present the evidence, recommend the action, then wait. No automated budget changes. No silent campaign pauses. No action without explicit human approval.

What agents do automatically

→ Monitor every data source 24/7
→ Detect anomalies and changes in real time
→ Investigate root causes across all connected tools
→ Generate ranked recommendations with confidence scores
→ Route findings to the right person at the right priority

What always requires a human

→ Approving or dismissing recommended actions
→ Changing budget allocations or campaign settings
→ Escalating issues or reassigning ownership
→ Setting new thresholds or overriding agent defaults
→ Final sign-off on strategy changes
/// shared insights

Upskill your team with every question asked.

Every time someone asks a question, the answer can become shared knowledge. Save AI responses as notes and share insights across departments.

SAVE AND SHARE
→ Save any AI response as a note with one click
→ Tag notes by department, project, or KPI
→ Share insights with specific teammates or whole teams
→ Pin key findings as live dashboard widgets
BUILD INSTITUTIONAL KNOWLEDGE
→ New hires browse saved insights to ramp faster
→ Cross-department visibility into what other teams are tracking
→ Historical investigations become reusable playbooks
→ Every question asked makes the knowledge base deeper
/// the five agents

Five agents. Every plan. Always learning.

Each agent handles a different job. They work together across your data lake and share context from past investigations. Every recommendation goes through a human first.

Deploy agents that learn your business. Under an hour.

Five agents included on every plan. They adapt as your workflow changes and never take action without your approval.

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