LinkLabs combines business consulting, automotive systems engineering, and business & technical research into one integrated operating model. We advise, we build, and we ship our own products, which means our recommendations are tested against the same delivery reality our clients live in.
Most firms stop at slides, code, or research. LinkLabs is designed to move across all three layers with executive discipline and engineering depth.
Advisory support for organizations navigating digital transformation, AI strategy, product direction, technical architecture, and complex investment decisions.
Execution support for OEM, Tier-1, and mobility programmes requiring platform integration, multi display cockpit work, operating system upgrades, and update campaign readiness.
Applied research supporting AI, audio intelligence, human-centered systems, and new business models where analytical rigor must translate into execution.
LinkLabs builds and operates its own software products. Each came directly out of delivery work, and each runs in production on our own cloud infrastructure.
AI-assisted log triage for Android and Android Automotive OS. A multi-hundred-megabyte capture becomes a ranked set of issues with a causal narrative and cited evidence lines.
AI-native work management for regulated, safety-critical engineering, where planning, criticality classification, and traceability belong in one system rather than three.
An organisation of AI agents that ships software. A written charter defines the units, the seats, and who signs off on what; Talgud staffs every seat and runs the company against your goals.
Alongside client programmes we run a working portfolio of applied engineering. It exists to keep the firm current on the platforms our clients depend on, and several of these threads have turned into delivered work.
A modern browser experience rebuilt for large in-car displays on an independent engine, with attention to memory footprint, input model, and lifecycle inside a vehicle build.
Real time detection and tracking on embedded accelerators, engineered for continuous operation at the edge rather than for a benchmark score in the cloud.
Acoustic analysis, fingerprinting, and classification work, including the peer reviewed research thread behind our published work on emotionally safe learning spaces. Running as echoDNA, with a live demo.
Device discovery, media control, and mirroring across mixed networks, including the failure modes that only appear on multi homed devices and mid session network changes.
Two original Unity titles built for cockpit displays, where the controller is the vehicle itself: turn the wheel to steer, use the accelerator and brake to control speed. Parked-only by design.
LinkLabs is built for organizations that need more than generic services language. Our work is structured around delivery realities: systems that need to integrate, software that must be validated, and strategic decisions that require technical grounding.
We position LinkLabs as a premium consulting and execution partner for enterprise technology, automotive engineering, and research-led innovation.
Designed for serious programs, not generic services positioning.Our work spans advisory, systems execution, and research-backed thinking. That combination is particularly effective in programs where complexity creates friction between leadership, engineering, and market priorities.
| Capability | What it covers | Where it matters |
|---|---|---|
| Strategic Advisory | Technology direction, portfolio prioritization, AI and product strategy, architecture decision support, and transformation planning. | Enterprises modernizing platforms, founders evaluating technical direction, and operating leaders steering high-risk programs. |
| Systems Engineering | Application development, system integration, validation, debugging, feature implementation, and technical coordination across moving parts. | Automotive and embedded environments where software, devices, and platform constraints must align. |
| OS Updates | Platform version migration, security patch currency, over the air update flows, rollback behaviour, and staged rollout design. | Vehicle programmes that must stay current and updatable for a decade after start of production. |
| Products | PitLane for AI-assisted log triage, Loov for work management in regulated, safety-critical programmes, and Talgud for running an AI organisation against a real codebase. | Teams that would rather adopt a working tool than fund an internal build of the same thing. |
| Applied Research | Research-backed models, analytical frameworks, publication support, concept exploration, and innovation synthesis. | Organizations exploring AI-led products, new IP, human-centered systems, and technically ambitious market bets. |
We collaborate across a focused network spanning engineering delivery, research, and innovation-driven workstreams.
Executives, transformation leaders, mobility program stakeholders, and product owners who need strategy that survives real-world engineering constraints.
We support organizations through advisory retainers, project-based execution, technical acceleration, research collaboration, and structured delivery support.
A registered European headquarters in Tallinn and an engineering centre in Bengaluru, giving us a working overlap across European and Asian programme hours.
Whether the need is business consulting, automotive systems assistance, or research-led innovation support, we structure the work around credibility, technical seriousness, and delivery discipline.
