The Future of SDLC Connectivity

The Only AI Suite Built on a Single,
Continuous SDLC Context.

Break down the walls between product managers, developers, QA, and support. Cerebro feeds one living knowledge base across every phase, ensuring absolute alignment from the first meeting transcript to the final deployment log.

The Fragmentation Gap

Legacy tools create data silos that kill velocity. We solve the four critical friction points of modern engineering.

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Slow-moving processes

Manual handoffs and fragmented tools delay cycles and inflate time-to-market.

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Inconsistencies & errors

Context lost between phases results in misaligned features and costly production bugs.

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High development costs

Inefficient workflows and redundant tasks drain budget without proportional output.

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Knowledge silos

Decisions are trapped in individual tools or heads, making long-term maintenance difficult.

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"After evaluating 50+ AI development tools, we found none were built for enterprise properly — so we built our own."

Lifecycle Synergy

Unifying documentation, design, and production intelligence into a single human-centric loop.

01 / Documentation Intelligence

Prism Knowledge Base

Capture raw human requirements. Prism transcribes stakeholder meetings and instantly maps them to technical BRDs and system architecture documents.

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PRISM.TSD_GEN
Source: Stakeholder_Sync_05.mp4
"The dashboard needs real-time inventory alerts..."
Output: Section 4.2: WebSocket integration for inventory push notifications.
VISION.PROTOTYPE
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dashboard_customize
02 / UI Prototyping

Contextual UI Generation

Vision translates requirements directly into high-fidelity prototypes. It ensures that the interface your users see is exactly what the stakeholders requested in Prism.

03 / Development

Context-Aware Coding

Forge feeds the Prism requirements directly into the developer's IDE, suggesting implementation logic that is pre-aligned with business goals.

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FORGE.CONTEXT_INJECTION
// Generating failover logic...
const provider = healthCheck(adyen) ? adyen : stripe;
Source: Prism Transcript #42 (Payment Redundancy)
SENTINEL.TEST_RUNNER
Test: Failover_Redundancy_Check PASSED

Linkage: Requirement "Multi-gateway Redundancy" verified via behavioral analysis.

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04 / Quality Assurance

Automated Verification

Sentinel scripts regression suites directly from the original requirement data, ensuring the final build matches exactly what was discussed in the meeting.

05 / Support Intelligence

Pulse Closed-Loop Analysis

Pulse scans production logs and support tickets to find root causes in seconds. It links errors back to the original specs, closing the loop between maintenance and development.

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PULSE.LOG_MONITOR
[ERR] WebSocket Connection Refused: port 8081
PULSE ANALYSIS: Found mismatch between deployment config and PRISM requirement 4.2. Recommended fix generated.

Proven Velocity.

Empowering every role in the development cycle with shared intelligence and quantifiable impact.

30%
Project Managers

Reduction in project timelines.

60%
Business Analysts

Reduction in manual effort.

50%
Developers & QA

Faster testing cycles.

40%
Support Teams

Faster mean-time-to-resolution (MTTR).

The Workflow Shift

Record meetings and write down notes manually.
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Prism seamlessly joins meeting calls to transcribe and summarize discussion points.
Manually assess impact and look out for hidden requirement gaps.
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Prism automatically highlights requirement inconsistencies while humans decide.
Manually write and rewrite lengthy specification documents.
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Prism drafts specs; Vision instantly generates interactive mockups.
Build static wireframes and manually trace product revisions.
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Forge and Pocket turn specifications into working code packages for review.
Code everything from scratch and manually maintain regression tests on every iteration.
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Sentinel automatically scripts and executes regression suites from requirement data.
Comb line-by-line through thousands of cloud logs when a production incident occurs.
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Pulse scans tickets and logs to locate root-cause issues in seconds.
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PRISM — Documentation Intelligence

Turn your static documents into a living, searchable source of truth.

Semantic Knowledge Base

Prism makes your entire project's knowledge base instantly accessible. Ask complex questions, get precise answers, and ensure the AI always works from the most current and accurate information.

transcribe Meeting Transcript

Instantly transcribe meetings and generate intelligent summaries that capture key topics, decisions, and action items so nothing falls through the cracks.

find_in_page Gap Identifier

Automatically compare meeting notes against your specification documents to pinpoint inconsistencies, outdated information, and requirement gaps.

auto_awesome AI Document Engine

Generate structured drafts from customizable templates, refine content with an AI assistant, and auto-produce diagrams. All with traceable, auditable changes.

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VISION — Mockup Design

From requirements to interactive prototypes in minutes, not days.

AI-Powered Mockup Generation

Vision automatically generates interactive UI mockups directly from your requirement documents — so you can instantly spot gaps between specification and design. The AI tracks revisions and adapts layouts across all device breakpoints, accelerating the prototyping phase and ensuring perfect alignment with business needs.

auto_awesome Mockup Generator

Transform requirement documents into interactive UI mockups instantly. AI tracks revisions and adapts designs across all device breakpoints, ensuring your prototypes stay perfectly aligned with business needs.

share Share & Get Feedback

Generate secure links for stakeholders to interact with prototypes and leave contextual feedback directly on the UI — enabling your team to respond and iterate rapidly in one centralized platform.

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SENTINEL — Full Coverage Testing

Automated testing across every layer — from UI flows to API contracts to performance at scale.

Self-Healing Test Automation

Sentinel's AI agent intelligently generates test steps, logs errors, and features self-healing scripts that automatically adapt to UI updates — eliminating the burden of continuous test maintenance and ensuring flawless user journeys with every release.

web End-to-End Testing

Automated regression testing with Playwright. AI generates test steps, logs errors, and self-healing scripts that adapt to UI changes — no more brittle test suites.

api API Integration Testing

Instantly validate API contracts from documents, Swagger, or Postman. AI generates comprehensive Playwright scripts to verify endpoints, data structures, and authentication.

speed Performance Testing

Proactively validate scalability and stability. AI analyzes critical user flows to auto-generate optimized JMeter scripts for load testing before high-traffic events hit.

Built for Enterprise

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End-to-End Context

The "Common Thread" technology ensures every artifact knows about its predecessor. No more disconnected Jira tickets.

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Enterprise Focus

Built for SOC2 environments with complex stakeholder structures. RBAC and audit logs are baked into the core.

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Data Privacy

Your data stays your data. We offer self-hosted deployment or VPC options for high-security teams.

Connects to the systems you already run.

Cerebro plugs into your existing ecosystem — and can connect to any data source or third-party system you need.

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Meeting tools

Google Meet · Microsoft Teams · Zoom

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File storage

Google Drive · SharePoint · AWS S3 · SFTP

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Code repository

GitHub · GitLab · Bitbucket

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Cloud monitoring

ELK · AWS · Azure · OpenTelemetry

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Ticketing

Qontak · Zendesk · Jira

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Custom integration

Need something else? We can connect to any data source or system you require.

Ready to stitch your SDLC together?