AI Insights & Recommendations

Insights you can act on.Not dashboards you have to read.

TKTIDE turns raw activity from Jira, GitHub, GitLab, Monday and HiBob into ranked summaries and recommended actions. Every recommendation comes with the reason attached.

The problem

Dashboards tell you what happened. They never tell you what to do next.

  • You scroll five tools to piece together a single sprint update.
  • Bottlenecks show up after the deadline slips, not before.
  • AI 'summaries' rephrase ticket titles instead of synthesizing across tools.
  • Recommendations without the reasoning are guesses with a confidence bar.

How it works

Step by step.Nothing behind a curtain.

1

Continuous read

Each agent watches its own tool over HMAC-signed webhooks. Jira, GitHub, GitLab, Monday and HiBob events stream in as they happen.

2

Cross-agent reasoning

The orchestrator polls the agents in parallel - Jira ticket age, GitHub PR review latency, HiBob capacity - and merges the signals.

3

Ranked summary

You get a short brief at the top: top 3 risks, top 3 quick wins, anything blocking. Each item links to the source ticket or PR.

4

Recommended action

Every line ends with a 'next step' - re-route a review, split a ticket, unblock a developer - and the reason chain that produced it.

What you get

Specific.Not marketing-department specific.

  • A daily synthesis brief: 3 risks, 3 quick wins, 3 things to celebrate.
  • Ranked bottleneck list with the cross-tool reason chain (e.g. 'PR-218 stuck because reviewer @maya is OOO per HiBob').
  • Actionable recommendations: re-assign, re-prioritize, split, unblock - every one auditable.
  • Webhook hooks so you can pipe insights into Slack, email or your incident channel.
  • Follow-up Q&A: ask 'why this score?' and stream the reasoning over SSE.

Built right

Insight with a reason chain.

Every recommendation links to the agents that contributed and the signals that tipped the threshold. Nothing happens automatically - every action is a confirm. The deeper architecture is something we walk through on a call.

Get the architecture deep-dive on a call

Works with

JiraGitHubGitLabAzure DevOpsMondayClickUpConfluenceHiBobSalesforceSAPOracleServiceNowSlackMicrosoft TeamsGoogle WorkspaceJiraGitHubGitLabAzure DevOpsMondayClickUpConfluenceHiBobSalesforceSAPOracleServiceNowSlackMicrosoft TeamsGoogle Workspace

Stop reading dashboards. Start acting on insight.

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