A Manifesto.
Product Management
has a context problem.
Your engineers are fast. Copilot, Cursor, Claude Code — the delivery side of software development is exploding.
And your Product Managers? They sit across five tabs, copy Jira tickets into Confluence, write stakeholder updates by hand, and search their own codebase because nobody remembers why Feature X was built this way in 2023.
This is not a tooling problem. This is a context problem.
Engineers had their OpenClaw moment.
Product Managers are still waiting.
OpenClaw changed everything. An open-source agent that works autonomously, runs locally, and collected over 145,000 GitHub stars — because it solves a real problem: automating complex workflows without exposing data, without subscription fees.
Engineers now have agents that write code, review, test, and deploy. They work in Multiplayer mode — human and machine, orchestrated, around the clock.
And Product Managers?
Still single-player. Still manual. Still without context.
This is the OpenClaw moment for Product Management.
What if your PM team no longer worked alone?
What if every PM, every PO, every Tech Lead had a team of agents that researches, analyses, checks dependencies, and prepares risk assessments — while you sleep?
What if the answer to "Why was it built this way?" took one second instead of three hours of Slack archaeology?
This is not a future scenario. We are building it. Now.
What changes
From single-player to Multiplayer.
Your PM delegates the legwork. Agents check dependencies, analyse risks, and deliver drafts. The human steers.
Risk analyses, backlog prioritisations, stakeholder drafts — everything is ready by morning. Your team reviews and releases.
Code, Jira, Confluence, Slack — all connected into one context layer. One question, one answer. No archaeology.
Everyone on the team shares the same context. Agents close knowledge gaps. Onboarding in days, not months.
Context is the differentiator.
Every agent is only as good as its context. Without context, an LLM is an intern who guesses. With context, it is a team member who thinks ahead.
That is why we built an open-source Context Engine. PM-first. It connects code, Jira, Confluence, and Slack into one semantic index. Any LLM. Full data sovereignty. No vendor lock-in.
This is the platform everything else is built on.
Teklens
Not just setup. Transformation + ongoing operations with SLA. We restructure your team and run the system with you.
Context Engine
PM-first AI platform. Open source. Any LLM. On-premise or private cloud. No code leaves the perimeter.
Open-Source Context Engine
PM-first. Full context. Full sovereignty.
Ask anything. The codebase answers.
Context Engine
Semantic search across code, Jira, and Confluence. Real understanding, not keyword matching. "Why was that decision made in 2023?" -- instant.
From analysis to Jira. One step.
Stories
Create, validate, and verify stories with full context. Not an afterthought -- a first-class citizen.
Analysis, with intelligence.
Analysis
Complexity scoring, dependency analysis, expert mapping, risk assessment -- grounded in full context across all repositories.
Skills. Widgets. Plugins.
Platform
Not a closed product. An extensible platform. Build, compose, and reuse capabilities and components.
All repositories. One index.
Multi-Project
Cross-repository analysis and expert discovery. Centralised and deduplicated. One team, one context.
Any LLM. Full sovereignty.
Privacy & Deployment
Swap providers without rebuilding. On-premise, private cloud, or self-hosted. No code leaves the perimeter.
95% of AI initiatives fail to scale.
The AI Monitor shows you why -- before you spend the budget.
Benchmark Study -- Free
AI Monitor.
10 minutes, six dimensions, an AI-generated action plan. Benchmark against comparable enterprises. Results in 48 hours.
From analysis to ongoing operations.
Teklens is not a one-off project. We restructure your team -- and run the system with you. Transformation + SLA.
Assess -- AI Monitor
Benchmark study across six dimensions. Interviews with PMs, Tech Leads, POs. Maturity score, prioritised action catalogue, benchmark comparison.
Transform -- Activate Multiplayer
Your existing team becomes an orchestrated unit. Context Engine integrated -- Jira, Confluence, Git. Agents trained on your workflows. First results from week 1.
Operate -- Ongoing Operations with SLA
No hand-off-and-goodbye. Teklens runs the system with your team. Agent optimisation, monitoring, updates, new skills. Your team gets stronger every month.
«Teklens delivered a fast and detailed technical due diligence. The ability to turn complex technical matters into clear insights was instrumental to our decision.»
«Simon combines a unique blend of entrepreneurial energy, sharp problem-solving, and years of experience. Such deep expertise in technology, product, and leadership -- all in one person.»
«Teklens delivered impressive results in record time. The AI-based solution was fully operational with minimal input from our side. Exactly what we needed.»
«Simon manages to combine a deeply technical and current perspective with a thorough understanding of business fundamentals. An outstanding consulting talent.»
Open Source
You own the code. You choose the LLM. Swap providers without rebuilding. No vendor lock-in.
Full Data Sovereignty
On-premise or private cloud. No code leaves the perimeter. GDPR-compliant.
Zero Disruption
Read-only integration into your toolchain. Value is proven before you commit.
Ready for Multiplayer mode?
Your team. Multiplied by agents. Powered by context.
Start with the free AI Monitor -- or book a demo directly.