Productivity AI

AI Project Planning & Delivery Copilot

Estimates, standups, risks, and status—without manual PM busywork.

A copilot for software and services teams that ingests tickets, docs, and chats to produce plans, summaries, and blocker alerts.

We build and develop products like this end-to-end—from discovery and architecture through production rollout and ongoing optimization.

LLM fine-tuning and deployment

Platforms

  • Web App
  • iOS
  • Android
  • API
  • Cloud SaaS

The challenge

Project managers spend hours compiling status from Jira, Slack, and spreadsheets.

Estimates drift; risks surface too late for mitigation.

Our solution

The copilot syncs with PM tools, drafts sprint plans, flags dependency risks, and writes stakeholder updates.

Executives get narrative summaries; teams get actionable nudges.

Key features

Core capabilities we engineer into this product—each designed for production use with configuration, observability, and integration hooks your team can operate after launch.

  • 01

    Auto standup digest

    Daily summaries from commits and tickets.

    • Engineered for your teams as part of AI Project Planning & Delivery Copilot, with configuration and policy controls your operators can manage.
    • Configurable workflows, approval gates, and policy rules adapt to how your team operates day to day.
    • Production observability covers usage metrics, error tracking, and quality sampling after launch.
  • 02

    Estimate assistant

    Suggest points from historical similar work.

    • Engineered for your teams as part of AI Project Planning & Delivery Copilot, with configuration and policy controls your operators can manage.
    • APIs, webhooks, and standard connectors integrate this capability with CRM, ERP, and internal portals.
    • Supports phased rollout—from pilot cohorts and shadow mode through full production traffic.
  • 03

    Risk radar

    Highlight slipping dependencies and scope creep.

    • Engineered for your teams as part of AI Project Planning & Delivery Copilot, with configuration and policy controls your operators can manage.
    • Role-based access, audit logs, and admin controls keep operators and compliance teams aligned.
    • Designed for long-running operations with versioning, rollback, and change review built in.
  • 04

    Executive brief

    One-page program health for leadership.

    • Engineered for your teams as part of AI Project Planning & Delivery Copilot, with configuration and policy controls your operators can manage.
    • Templates and presets accelerate setup while still allowing fine-tuning for your domain.
    • Exportable reports and dashboards help stakeholders track adoption, ROI, and model quality.

Platforms

  • Web App
  • iOS
  • Android
  • API
  • Cloud SaaS

Tech stack

  • Node.js
  • Jira API
  • Linear API
  • Slack API
  • PostgreSQL

AI technologies

  • Work graph ingestion
  • Estimate calibration models
  • Risk pattern detection
  • Status narrative generation

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