Datafruit offers an AI‑driven platform that records discovery inputs, scopes requirements, and handoff artifacts in a searchable, encrypted repository, providing traceability and versioned documentation. The solution delivers real‑time estimation dashboards with risk‑adjusted buffers, granular role‑based access, and integrations with PM, CRM, and ERP systems for enterprise integrators and consulting firms.
Funding
Funding not disclosed
Founders
Product
Problem
Implementation projects often suffer from fragmented discovery, ambiguous scope definitions, and undocumented handoff processes. This leads to inaccurate effort estimates, increased delivery risk, and misalignment between sales, delivery, and client expectations.
Solution
Datafruit delivers a traceable system of record that captures discovery inputs, scopes requirements, and records handoff artifacts in a single, searchable repository. The platform leverages AI to extract and link requirements from meetings, workshop notes, and Slack threads, automatically flagging at‑risk items and generating risk‑adjusted effort buffers. All data is stored in an encrypted, multi‑region cloud environment with granular role‑based access controls, ensuring enterprise‑grade security and compliance. Integrated dashboards provide real‑time visibility into estimate variance, scope changes, and margin impact, enabling teams to maintain alignment throughout the project lifecycle. The solution also offers optional zero‑data‑retention mode, guaranteeing that AI processing does not retain any client content.
Target Audience
The primary users are enterprise system integrators, consulting firms, and internal delivery teams at large organizations that manage complex software implementation projects and require rigorous scope governance and traceability.
Features
- AI‑driven extraction and traceability of requirements from calls, workshop notes, and chat logs, with automatic risk flagging
- Versioned scope documents and handoff artifacts linked to requirement IDs for auditable change history
- Real‑time estimation dashboard showing projected vs. actual effort, margin impact, and risk‑adjusted buffers
- Enterprise‑grade security: end‑to‑end encryption, multi‑region high‑availability infrastructure, and SOC 2 Type II‑aligned controls
- Granular role‑based access and audit logging to enforce data governance across teams
- Optional zero‑data‑retention mode ensuring AI inputs are never persisted
- RESTful API and webhooks for seamless integration with existing PM, CRM, and ERP systems
- Collaborative workspace with inline comments, approval workflows, and exportable artifacts (BRDs, SOWs, requirement traceability matrices)