AutoPilot TaskMate Commons - Roadmap
Current Status (January 2026)
Phase: NGI Commons Grant Proposal
What Exists:
- ✅ Protocol draft specification (OpenAPI 3.0 skeleton)
- ✅ 3 example use cases (invoice, email, data validation)
- ✅ Minimal working prototype (demo)
- ✅ MIT License (public commons)
- 🟡 NGI Commons grant application submitted
With NGI Funding (6 Months, €50,000)
Month 1-2: Complete Protocol Specification
Deliverables:
- Full OpenAPI 3.0 specification with all endpoints
- Authentication & authorization standards
- Error handling & retry logic
- Versioning strategy
- Multi-language support (initial: EN, BG, DE, FR, ES)
Output: Published protocol v1.0 on GitHub + docs site
Month 2-4: Reference Implementation
Deliverables:
- Python FastAPI backend (REST API)
- PostgreSQL database schema
- Celery + Redis for async task processing
- Docker Compose for one-command deployment
- Self-hosting documentation
- PyPI package:
autopilot-taskmate-commons
Tech Stack:
- FastAPI (web framework)
- PostgreSQL (database)
- Celery + Redis (task queue)
- Docker (containerization)
- pytest (testing)
Output: Production-ready reference implementation, published to PyPI
Month 3-5: SME Pilot Deployments
4 Real-World Pilots:
-
Manufacturing (Central EU)
- Task: Invoice processing automation
- Volume: 50+ invoices/week
- Goal: Reduce manual entry from 3h → 30min/week
-
Digital Agency (Balkans)
- Task: Email classification & routing
- Volume: 200+ emails/day
- Goal: Save 5-10 hours/week on email triage
-
Logistics (Mediterranean)
- Task: Data validation for shipping records
- Volume: 500+ records/day
- Goal: Reduce errors by 95%, save 3-5 hours/week
-
Retail (Western EU)
- Task: Order processing automation
- Volume: 100+ orders/day
- Goal: Auto-route orders by urgency/category
Deliverables:
- 4 deployed instances (self-hosted or cloud)
- Integration with existing SME systems (ERP, CRM, email)
- Case studies with ROI metrics
- Feedback loop for protocol improvements
Output: 4 public case studies + lessons learned document
Month 6: SDK, Documentation & Release
Deliverables:
- Python SDK (pip installable)
- Full documentation site (docs.seoframe.com/autopilot-taskmate)
- Tutorials:
- Quick start (5 minutes)
- Self-hosting guide
- Custom task creation
- Integration examples (Slack, Zapier, n8n)
- API reference (auto-generated from OpenAPI spec)
- Community contribution guidelines
Output: v1.0 release, ready for community adoption
Year 1 (Months 7-12)
Goals:
- 100+ GitHub stars
- 10+ community contributors
- 5-10 new task agents built by community
- 1,000+ protocol deployments
Community Activities:
- Monthly online meetups
- Open office hours for developers
- Bug bounty program (small rewards)
- Integration showcase (best community implementations)
Year 2 (Months 13-24)
Goals:
- 1,000+ GitHub stars
- 50+ community contributors
- 20-30 task agents in ecosystem
- 10,000+ SMEs using protocol
- Multi-language SDKs (Node.js, Go, Rust)
Sustainability:
- Hosted service option (optional paid tier for SMEs who prefer managed)
- Enterprise support contracts (funds commons development)
- Foundation model (if community grows large enough)
Year 3+
Long-Term Vision:
- 50+ task agents covering 20+ industries
- 50,000+ SME deployments across EU
- Protocol becomes de facto standard (like SMTP for email)
- Multiple competing implementations (Python, Node, Go, Rust)
- Integration with major platforms (Odoo, ERPNext, n8n, Zapier)
Success Metrics:
- Protocol adopted by EU SME networks
- Cited in industry automation standards
- €50M+ collective SME savings
- Zero vendor lock-in ecosystem thriving
Technical Roadmap
Protocol Evolution
v1.0 (Month 6): Core 3 tasks (invoice, email, validation)
v1.1 (Month 9): Add CRM sync, calendar scheduling
v1.2 (Month 12): Add document generation, translation
v2.0 (Year 2): Multi-step workflows, conditional logic
Scalability Targets
| Metric |
v1.0 |
v2.0 (Year 2) |
v3.0 (Year 3) |
| Tasks/second |
10 |
100 |
1,000 |
| Concurrent users |
100 |
10,000 |
100,000 |
| Task library size |
3 |
20 |
50+ |
| Supported languages |
5 |
15 |
30+ |
Governance Model
Open Source Principles
- MIT License (forever)
- Public roadmap (GitHub Discussions)
- Transparent decision-making
- Community RFC process for major changes
- No vendor control (protocol owned by commons)
Funding Beyond NGI
- Donations: GitHub Sponsors, Open Collective
- Managed Services: Optional paid hosting (funds commons)
- Enterprise Support: Training, custom integrations (funds development)
- Follow-on Grants: Horizon Europe, NGI Search, etc.
Principle: Protocol remains free. Services optional.
Risk Mitigation
| Risk |
Mitigation |
| Low adoption |
4 pilot SMEs pre-committed with signed letters of intent |
| Technical complexity |
Use proven stack (FastAPI, PostgreSQL, Docker). Boring = reliable. |
| AI model costs |
Protocol is AI-agnostic. SMEs choose: free local (Llama) or paid (OpenAI). |
| Maintenance burden |
Community-driven after v1.0. Foundation model if needed. |
| Vendor competition |
Protocol = standard. Competition = ecosystem strength, not threat. |
Success Criteria
Month 6 (Grant End):
- ✅ Protocol v1.0 published
- ✅ Reference implementation deployed
- ✅ 4 SME pilots live
- ✅ Documentation complete
- ✅ 100+ GitHub stars
Year 2:
- ✅ 10,000+ SME deployments
- ✅ 20+ community task agents
- ✅ Multi-language SDKs
- ✅ €5M+ SME savings documented
Year 5:
- ✅ 50,000+ SME deployments
- ✅ Protocol = industry standard
- ✅ €50M+ collective savings
- ✅ Zero lock-in ecosystem thriving
Get Involved
Current Phase: Awaiting NGI Commons funding decision
How to Help Now:
- ⭐ Star this repo (shows community interest to NGI reviewers)
- 💬 Open GitHub Discussions with use case ideas
- 📧 Contact: info@seoframe.com
After Funding Approval:
- Contribute task agents
- Translate documentation
- Test in your SME
- Join monthly community calls
Timeline Summary
Jan 2026: Protocol draft + NGI application
Feb-Mar: Complete protocol spec
Apr-May: Build reference implementation
Jun-Jul: Deploy 4 SME pilots
Aug: v1.0 release + documentation
Sep-Dec: Community growth (100+ stars)
Year 2: 20+ agents, 10k+ deployments
Year 3+: 50+ agents, 50k+ deployments
This roadmap is a living document. Community input shapes our direction.
Last updated: January 2026
Status: Proposal phase (NGI Commons)