The complete AI engineering workforce.
From a startup MVP to a Fortune 500 core systems modernisation. 21 agent families. 140+ specialised agents. Every role on every software project, automated end to end — with humans in the loop.
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Agent Families
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Specialised Agents
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Faster Delivery
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Knowledge Lost
The Problem
Modern software teams don't have a talent problem. They have a coordination problem.
Three things, done perfectly.
SoftwareCo 2.0 replaces the three failure modes of modern software delivery — fragmented work, lost knowledge, and slow delivery — with a single intelligent platform.
A complete AI workforce.
Every role on every software project — from sales and discovery, through architecture and code, to QA, deployment, and post-launch support — staffed by AI agents working alongside your team.
Permanent project memory.
Every decision, design, and conversation captured forever. Searchable in plain English. Institutional knowledge that survives staff turnover, role changes, and project handoffs.
5× faster delivery.
From client call to production deployment, compressed. Five times the velocity. Half the bugs. Defensible estimates. None of the coordination chaos.
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Agent families covering every discipline.
From discovery to deprecation. From greenfield startup to legacy modernisation.
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Specialised agents working together.
Each tuned to a specific role. All coordinated through a shared memory layer.
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Faster developer velocity.
Across real client engagements — startup MVPs through Fortune 500 modernisations.
21 agent families. Every role on every project.
Organised across three tiers. Activate what you need today. Add the rest as you grow.
Pick a stage to highlight what's required for that scale.
Client conversation to production deployment. The seven families every project flows through.
Discovery & Blueprint
Strategic brain of the platform. Raw client inputs in, complete project blueprint out — in under 4 hours.
- Discovery Ingestion Agent — Pulls functional & non-functional requirements.
- Requirement Extraction Agent — Pulls functional & non-functional requirements.
- Blueprint Generation Agent — Executive overview, problem, users, business model.
- Functional Spec Agent — User roles, permissions, edge cases, error states.
- Risk & Ambiguity Agent — Flags scope risks and conflicting requirements early.
Architecture & Design
Prevents both under-architected and over-engineered solutions. Every decision recorded, justified, stored.
- System Architecture Agent — Stack, database, caching, decomposition.
- DevOps Architecture Agent — Cloud, CI/CD, environments, monitoring.
- Security Architecture Agent — Auth, RBAC, encryption, compliance posture.
- Infrastructure Cost Agent — Live cloud cost across MVP/Growth/Enterprise.
- Scalability Modelling Agent — Projects system behaviour under load.
- ADR Generator — Architecture Decision Records into memory.
Estimation & Planning
Protects pricing discipline. Replaces guesswork with structured estimates from your historical data.
- Effort Estimation Agent — Feature-level estimates against prior actuals.
- Scenario Modelling Agent — MVP/Growth/Enterprise with margin simulation.
- Master Task Generation Agent — 500–1,500 structured tasks, Jira-ready.
- Dependency Mapping Agent — Surfaces blockers and critical paths
Sprint & Delivery
Your PM focuses on clients and judgment calls. Agents handle planning, ticket drafting, risk reporting.
- Sprint Copilot Agent — Sprint breakdown, daily allocation, burn-down.
- Ticket Drafting Agent — Acceptance criteria, definition of done.
- Delivery Risk Agent — Scans Slack, Gmail, transcripts in real time.
- Velocity Forecasting Agent — Predicts sprint output from capacity.
- Scope Change Detection Agent — Alerts when requests breach contract.
- Release Readiness Agent — Ship/no-ship reports from ticket + QA + comms.
Engineering & Code
Eliminates repetitive boilerplate. Stack-agnostic: Node, Python, .NET, React, Vue, Flutter, more.
- Project Scaffolding Agent — Monorepo/multi-repo setup, env config.
- CRUD Generator Agent — Models, controllers, REST APIs, forms, RBAC.
- API Schema Agent — REST/GraphQL with OpenAPI docs.
- Test Auto-Generation Agent — Unit, integration, mock data, edge cases.
- Refactoring Intelligence Agent — Code smells, performance, style.
- Code Review Coach — Reviews commits against spec, architecture, standards.
QA & Quality
Lives inside your CI/CD pipeline. Tests run continuously, not at the end of a sprint.
- Test Case Generation Agent — Tests written from spec, fully traceable.
- Regression Scanning Agent — Continuous regression on every push.
- Security Scanning Agent — OWASP Top 10, dependency CVEs.
- Edge Case Simulation Agent — Boundary conditions automatically.
- Load Test Agent — Stress scenarios based on expected scale.
- Defect Triage Agent — Classifies severity, suggests root cause.
Reporting & Project Memory
Eliminates manual reporting entirely. Every decision, design, and conversation is preserved as permanent project memory.
- Project Memory Agent — Live, queryable memory of every decision and design.
- Client Reporting Agent — Auto-generated weekly and milestone reports.
- Decision Audit Agent — Permanent trail: who, when, why, with what evidence.
- Executive Summary Agent — Leadership-ready summaries on demand.
- Onboarding Agent — New joiners up to speed in hours, not weeks.
The layers that separate enterprise-grade from another tool. Required to win and deliver mid-market and enterprise work.
Sales & Proposal
Lead qualification through signed contract. Agents that compress sales cycles and protect win rates.
- Lead Qualification Agent — Scores leads against ICP signals from past conversions.
- Proposal Drafting Agent — Full proposals from discovery + past templates.
- Statement-of-Work Generator — Legally clean SOWs with scope, payment milestones.
- Discovery Call Summary Agent — Captures, structures, tags every sales call.
- Follow-Up Sequence Agent — Personalised follow-ups from real conversation history.
- Sales Opportunity Owner Agent — Orchestrates the deal end to end.
- Win/Loss Analysis Agent — Surfaces patterns across closed deals.
Design & UX
Wireframes through design-to-code handoff. Keeps designers and engineers in lockstep.
- UI Design Agent — High-fidelity mockups aligned to brand tokens.
- Design-to-Code Handoff Agent — Designs into components with token fidelity.
- Accessibility Audit Agent — Scans designs against WCAG AA/AAA.
- Wireframe Generation Agent — Low-fidelity wireframes from functional specs.
- Design System Maintenance Agent — Figma/Storybook in sync with code.
- Prototype Generation Agent — Interactive Figma prototypes for client review.
Integrations & Data
Stripe, Salesforce, SAP, legacy DBs. The 30% of projects that always blow out timelines.
- Integration Mapping Agent — Identifies required integrations, flags risks.
- API Connector Generator — Scaffolds REST/GraphQL/webhook connectors.
- Data Migration Agent — ETL pipelines from legacy schemas.
- Schema Mapping Agent — Source-to-destination with transformation logic.
- Webhook & Event Bus Agent — Event-driven architectures.
- Third-Party API Health Agent — Rate limits, deprecation, monitoring.
Security & Compliance
Threat modelling through secrets management. Compliance from architecture to audit.
- Threat Modelling Agent — STRIDE/PASTA models from architecture.
- Compliance Mapping Agent — GDPR, SOC 2, HIPAA, ISO 27001 mapping.
- Audit Log Agent — Forensic-grade audit trails across the system.
- Pen Test Scenario Agent — Penetration testing playbooks per release.
- Secrets & Credentials Agent — Leaked credential scanning, vault rotation.
- Vendor Risk Assessment Agent — Third-party dependency posture.
- Data Privacy Agent — PII handling, DSR compliance, GDPR rights.
DevOps, Release & SRE
CI/CD through SRE. The agents that get code from repo to running with confidence.
- CI/CD Pipeline Agent — Builds, tests, deployment pipelines.
- Infrastructure-as-Code Agent — Terraform/Pulumi/CloudFormation.
- Observability Agent — Metrics, logs, traces, dashboards.
- Deployment Strategy Agent — Blue-green, canary, rolling deploys.
- Incident Response Agent — Runbooks, post-mortems, comms.
- SLO Monitoring Agent — SLO tracking and burn-rate alerts.
- Cost Optimisation Agent — Cloud waste identification.
Post-Launch & Customer Success
Support, feature requests, retention. Where real product value compounds after launch.
- Support Ticket Triage Agent — Classifies, prioritises, routes.
- Customer Health Score Agent — Predicts churn risk per customer.
- Product Analytics Agent — Usage, drop-offs, adoption signals.
- Bug-to-Backlog Agent — Production bugs into prioritised backlog.
- Feature Request Intelligence Agent — Clusters and themes requests.
- User Feedback Synthesis Agent — NPS, surveys, in-app into insights.
- Release Notes Agent — Auto release notes from merged PRs.
Documentation & Knowledge
Living docs that never go stale. From inline code comments to user manuals.
- Technical Documentation Agent — Developer docs from code and specs.
- API Documentation Agent — OpenAPI, SDK, Postman collections.
- Architecture Diagram Agent — Mermaid/draw.io from live codebase.
- User Manual Agent — End-user docs aligned to actual UI.
- Internal Wiki Agent — Team knowledge base from real project activity.
- Code Comment Agent — Inline comments where missing.
Platform Governance
The governance layer above the agent workforce. Required for enterprise scale and SOC 2.
- Hallucination Detection Agent — Flags outputs not traceable to evidence.
- Approval Queue Manager — Human-in-the-loop review queue.
- Autonomy-Level Enforcement — Prevents autonomy creep.
- Agent Performance Monitoring — Accuracy, approval rate per agent.
- Bias & Fairness Audit Agent — Systemic bias monitoring.
- Cost & Token Budget Agent — LLM spend per tenant and workflow.
- Cross-Agent Conflict Resolution — Mediates agent disagreements.
The work that defines world-class agencies. The disciplines that unlock the largest contracts in the industry.
Legacy Modernisation
The must-have family for Fortune 500 work. COBOL through cloud, mainframe through microservices.
- Legacy Code Comprehension — COBOL, RPG, mainframe Assembler, PL/SQL.
- Strangler Fig Planning Agent — Gradual replacement strategies.
- Migration Test Equivalence — Proves new = old across millions of records.
- Business Rule Extraction — Undocumented logic in legacy code.
- Data Archaeology Agent — Reverse-engineers legacy schemas.
- Cutover Risk Agent — Go-live risk models and rollback playbooks.
- Mainframe-to-Cloud Architect — Replatform/rearchitect/rebuild trade-off.
AI / ML / Data Science
Modern software increasingly is AI. This family engineers the AI inside your product.
- Model Selection Agent — LLM, classical ML, CV recommendations.
- Prompt Engineering Agent — Version-controlled prompts for LLM features.
- RAG Pipeline Agent — Retrieval-augmented generation pipelines.
- ML Use Case Validation — ML vs heuristics fit assessment.
- Training Data Strategy Agent — Labelling, augmentation, bias mitigation.
- Evaluation Suite Generation — Eval harnesses, golden datasets.
- MLOps Pipeline Agent — Model versioning, A/B testing, drift monitoring.
- AI Safety & Guardrails Agent — Moderation, jailbreak resistance.
- Cost-per-Inference Modelling — AI feature unit economics at scale.
Regulated Industry & Validation
Healthcare, pharma, finance, defence, aviation. Vertical compliance is its own discipline.
- FDA / IEC 62304 Lifecycle Agent — Software as a Medical Device validation.
- HIPAA / PHI Handling Agent — Protected health information controls.
- FedRAMP / IRAP Agent — Government authorisation packages.
- PCI-DSS Compliance Agent — Payment card industry audit prep.
- SOX Controls Agent — Sarbanes-Oxley financial reporting controls.
- Industry-Specific SBOM Agent — Supply-chain traceable bill of materials.
- Validation Documentation Agent — IQ/OQ/PQ protocols, traceability matrices.
- Regulatory Change Monitoring — Watches regulations, impact-assesses code.
Mobile & Embedded Delivery
App stores, real-device farms, firmware, OTA updates. Mobile and embedded need their own workflow.
- Platform Parity Agent — Feature consistency across iOS, Android, web.
- App Store Submission Agent — Metadata, screenshots, review responses.
- Over-the-Air Update Agent — OTA mechanisms for IoT and mobile.
- Mobile QA Matrix Agent — Device + OS-version test matrices.
- Code Signing & Cert Mgmt — Profiles, certs, keystores.
- Embedded Firmware Build — Cross-compilation, target boards.
- Mobile Performance Profiling — Battery, memory, network, binary size.
- Hardware-Software Integration — Firmware-app-cloud coordination.
M&A, Audits & Due Diligence
For PE firms, VCs, insurers, acquirers. Code audits, license compliance, technical debt valuation.
- Codebase Health Audit Agent — Technical-debt and quality reports.
- IP Provenance Scanner — Code originality, unattributed OSS borrowing.
- Technical Debt Valuation — Quantifies remediation cost.
- License Compliance Agent — OSS obligations, GPL contamination risk.
- Vendor Lock-in Analysis — Third-party dependency assessment.
- Acquisition Integration Planning — Playbooks for merging codebases.
- Code Provenance & SBOM Audit — Investor and insurance DD.
- Sunset / EOL Planning Agent — Graceful product end-of-life.
Global Delivery & Localisation
For global agencies and global products. Follow-the-sun delivery, locale-aware engineering.
- i18n / L10n Scaffolding — Internationalisation framework setup.
- Localisation QA Agent — Long-string and RTL language verification.
- Data Residency Architecture — Regional partitioning for sovereignty.
- Timezone & Date/Currency Logic — Locale-aware formatting.
- Cross-Team Handoff Agent — Follow-the-sun structured handoffs.
- Multi-Language Documentation — Docs in customer languages.
- Cultural Adaptation Agent — UX patterns and copy that translate.
- Cross-Region Latency Optimisation — CDN, edge, replication strategy.
From startup to Fortune 500.
SoftwareCo 2.0 adapts to the size and complexity of your project. Activate the families you need. Add the rest as you grow.
MVP to Series A in weeks, not months.
Compressed timelines. Runway-aware decisions. Throwaway code where it’s right, production code where it matters.
- The full engineering pipeline (F.01–F.07)
- AI/ML if your product is AI-native (F.17)
- Mobile/embedded for consumer apps
(F.19) - Documentation for investor due
diligence (F.14)
Scale without the chaos.
For 50–500-person companies modernising platforms, expanding internationally, or scaling SaaS to enterprise customers.
- Pipeline + Sales, Design, DevOps (F.01–
F.14) - Security & Compliance for enterprise
sales (F.11) - Post-launch & customer success (F.13)
- Global delivery if going multi-region
(F.21)
Modernisation at industrial scale.
Core systems modernisation, regulated industries, multi-region delivery, M&A integration. The work that defines the largest contracts in software.
- All 21 agent families, fully activated
- Legacy modernisation (F.16) — the
deciding family - Regulated industry compliance (F.18)
- M&A and audit capabilities (F.20)
We built this
because we needed it.
Software Co is an AI-native product and venture studio shipping enterprise software across Australia, the US, and Europe every day. We are this platform's first and most demanding customer.
Trusted by 40+ Companies
An Extraordinary Team Delivering Outstanding Results
Working with Software Co has been a fantastic experience. The team consistently delivers high-quality work, responds to feedback effectively, and goes above and beyond expectations. Our customers and staff love the platform they've built, and their expertise has played a major role in our success. Highly recommended.
A Trusted Partner Since 2020
Since 2020, Software Co has driven our digital transformation, improving operational efficiency, business growth, and long-term success.
Client Needs Always Prioritized
Software Co improved delivery speed, software quality, and productivity through responsive collaboration, tailored solutions, and consistent support.
Beyond Expectations, Every Time
Software Co delivered innovative, requirement-focused designs with strong communication, technical expertise, and exceptional dedication.
Ready to see it
Book a 30-minute demo. We'll walk you through all 21 agent families on a real engineering project — yours or ours.
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